변동성 있는 시장에서의 롱 전략


생성 날짜: 2023-09-22 12:21:43 마지막으로 수정됨: 2023-09-22 12:21:43
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개요

이 전략은 여러 기술 지표를 사용하여 시장의 흔들리는 상황을 식별하고, 흔들리는 낮은 곳에서 낮은 흡수를 수행하여 흔들리는 상황에서 단선 기회를 잡는 것을 목표로합니다.

전략 원칙

이 전략은 여러 가지 기술 지표를 결합하여 흔들림의 낮은 지점을 식별합니다. 우선, 변화율 ROC를 사용하여 시장이 흔들림 단계에 있다고 판단하고, RSI, StochRSI, MACD와 같은 지표가 흔들림의 낮은 지점을 확인하고, 마지막으로 브린 밴드, 흔들림 지표와 같은 필터링 신호를 결합합니다.

이 전략은 다음과 같은 경우에 적용됩니다.

  1. ROC 하락, RSI 하락, StochRSI 과매매, MACD 하위 이탈, 오징어 지표 VIX 하락. 이것은 시장이 하향 진동, 다자 개입의 시간임을 나타냅니다.

  2. ROC가 하락하고 RSI가 낮아지고, StochRSI가 극도로 과매매되고, MACD가 바닥에서 벗어나고, 브린 벨트가 확장되고, TEMA가 축소되었다. 이것은 위의 하향 진동 신호를 추가로 확인한다.

  3. 차킨의 흔들림 지표는 교정되고, 트릭스 지지율은 교정된다. 이 둘은 짧은 선의 정지/하락 반발 기회를 확인하는 것과 결합된다.

  4. MACD는 골드포크를 형성하고, ROC와 CMO는 지지율을 교정한다. 여러 지표의 공명으로 짧은 선의 트렌드 반전이 가능하다는 것을 나타낸다.

이 전략은 또한 브린의 줄기 아래로 스톱로스를 설정하여 위험을 효과적으로 통제할 수 있습니다.

우위 분석

이 전략의 가장 큰 장점은 여러 지표들을 사용하여 역동적인 시장에서 반전 기회를 효과적으로 식별하고 신호의 신뢰성을 강화하는 것입니다. 구체적인 장점은 다음과 같습니다:

  1. 여러 지표 공명, 반복 확인, 가짜 신호를 피할 수 있다.

  2. 진입시간은 정밀하고, 진동이 낮을 때 구매할 수 있으며, 위험도 조절할 수 있다.

  3. 부린 벨트 스피드를 활용하여 미끄러지는 위험을 효과적으로 제어한다.

  4. 짧은 선으로 작동하여 진동파의 기회를 빠르게 포착할 수 있다.

  5. 지표의 매개 변수는 시장의 다양한 환경의 변동에 맞추기 위해 최적화되었습니다.

  6. 프로그램으로 실행되고, 재검토되고, 감정적으로 영향을 받지 않습니다.

위험 분석

이 전략에는 몇 가지 위험도 있습니다.

  1. 시장이 장기적인 방향성 경향을 나타낼 때, 흔들림 전략은 중매출의 위험에 직면할 것이다. 긴 줄기 기술 지표로 트렌드를 확인 할 수 있다.

  2. 갑작스러운 사건이 시장의 급격한 일방적인 행태로 이어질 때, 스톱로드는 직접적으로 넘어져 큰 손실을 초래할 수 있다. 스톱로드 매개 변수는 적절히 완화되어야 한다.

  3. 회수 기간이 충분하지 않아 과합이 발생할 수 있다. 회수 기간을 확장하고 실체 검증도 해야 한다.

  4. 다중 지표 조합이 부적절하게 사용되어 서로 억제되거나 신호를 놓치는 경우가 발생할 수 있다. 각 지표의 효과를 테스트해야 한다.

  5. 시장 구조의 변화로 인해 원래의 매개 변수가 더 이상 적용되지 않을 수 있으며 지속적인 최적화가 필요합니다.

최적화 방향

이 전략은 다음과 같은 방향으로 최적화될 수 있습니다.

  1. KD, OBV 등 다른 지표들을 고려할 수 있다.

  2. 지표의 매개 변수를 최적화하여 다른 시장 환경에 더 적합하게 만듭니다. 유전 알고리즘을 사용하여 다차원 매개 변수 최적화를 할 수 있습니다.

  3. 재검토 결과에 따라 입학 조건 논리를 조정하고, 가짜 신호를 줄일 수 있다. 기계 학습 방법을 사용할 수 있다.

  4. 손실을 막는 전략을 최적화하고, 위험을 통제하면서 무효 손실이 지워지는 경우를 최소화하십시오.

  5. 포지션 관리를 최적화하고, 포지션을 동적으로 조정하여 전략 수익률을 높인다.

  6. 충분한 재검토 검증과 실내 검증을 실시하여 전략의 안정성을 검사하십시오.

  7. 전략이 최선으로 유지되도록 주기적으로 검사 및 최적화를 위해 프로그램화된 방법을 사용합니다.

요약하다

이 진동 시장 다단계 전략은 여러 가지 기술 지표 확인 방식을 사용하여 진동 저점 기회를 식별하여 진동 상황에서 단선 거래 기회를 효과적으로 확보 할 수 있습니다. 변수 최적화, 손해 차단 최적화, 포지션 관리 등의 방법을 통해 전략의 안정성과 수익률을 지속적으로 향상시킬 수 있습니다. 동시에 다단계 추세에서 위험을 예방하고 수익 보호 조치를 취할 필요가 있습니다. 종합적으로 이 전략은 강력한 실용성을 가지고 있습니다.

Overview

This strategy uses multiple technical indicators to identify oscillating markets and long at oscillation lows, aiming to capture short-term opportunities in oscillating markets.

Strategy Logic

The strategy combines multiple technical indicators to identify oscillation low opportunities. Firstly, ROC is used to determine if the market is oscillating. Then indicators like RSI, StochRSI, MACD confirm the oscillation lows. Finally, Bollinger Bands, oscillators etc. filter the signals.

The strategy entries under several scenarios:

  1. ROC falling, RSI oversold, StochRSI oversold, MACD divergence at low, VIX falling. Indicates a downward oscillation for long entry.

  2. ROC falling more, RSI more oversold, StochRSI extreme oversold, MACD further divergence, BB expanding, TEMA contracting. Further confirms above signal.

  3. Chaikin oscillator turning up, TRIX turning up in support. Both confirm short-term bottom.

  4. MACD golden cross, ROC and CMO turning up in support. Confluence suggests short-term trend reversal.

In addition, stops are set at the lower Bollinger Band to control risk.

Advantage Analysis

The biggest advantage of this strategy is using multiple indicators to confirm signals, which improves reliability in identifying reversal opportunities in oscillating markets. Specific advantages include:

  1. Confluence with multiple indicators prevents false signals.

  2. Precise entry timing allows buying at oscillation lows, with controllable risk.

  3. BB stop loss effectively limits downside risk.

  4. Short-term operations allow quickly capturing oscillation swings.

  5. Optimized indicator parameters match various oscillation environments.

  6. Automated execution and backtest verification prevent emotional influences.

Risk Analysis

Some risks to note with this strategy:

  1. Long term trending markets risk getting stopped out at loss. Confirm trends with long-term indicators.

  2. Sudden one-sided markets may penetrate stops, causing large losses. Relax stops appropriately.

  3. Insufficient backtest periods risk overfitting. Expand test timeframe and trade live.

  4. Improper indicator combos risk missing signals. Test each thoroughly.

  5. Market regime changes may invalidate parameters. Continual optimization needed.

Optimization Directions

Some ways to optimize the strategy:

  1. Test more technical indicators to find best combinations. Consider RSI, OBV etc.

  2. Optimize indicator parameters to fit different market environments. Use genetic algorithms for multidimensional optimization.

  3. Adjust entry logic based on backtest results to reduce false signals. Consider machine learning.

  4. Optimize stops to reduce unnecessary stop outs while controlling risk.

  5. Optimize position sizing models to maximize returns.

  6. Conduct robust backtesting and forward testing to verify consistency.

  7. Adopt programmatic checks and optimization for continuous improvement.

Conclusion

This oscillating market long strategy effectively identifies oscillation lows using technical indicator confluence. Returns can be improved via parameter optimization, stop optimization, position sizing etc, while managing risks in trending markets. Overall it has strong practical application potential.

전략 소스 코드
/*backtest
start: 2022-09-15 00:00:00
end: 2023-09-21 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=3

//*****************************************************************************************************************************************//
// @sahilmpatel1
// Idea was to create a script that would capture common oscillations in the market.
// This script contains 10 active cases. Cases start at around line 1020.
// OC1, OC2, STB1, STB2 are shorter trend buy cases
// MTB3 and MTB4 are medium trend buy cases
// LTB1 is a long trend buy case
// SC1, SC2, SC3 are shorting cases
// You can toggle the cases (and plots) on and off from the format menu to see which cases work best for you. (Which I suggest)
// Pyramiding is set at 4. 
// Credit to many of the public indicators that helped me create this case study. 
// Reach out with any recommendations or questions.
//*****************************************************************************************************************************************//

/////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////Case Study//////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////

strategy("Oscillating Market Case Study",pyramiding=4, overlay=true)
source = close

////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
///////////////////////////////////////////////////////TOGGLE ON/OFF CASES//////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
longcases= input(title="Long Cases - On/Off", type=bool, defval=true)
shortcases= input(title="Short Cases - On/Off", type=bool, defval=true)
STcases= input(title="ST Cases - On/Off", type=bool, defval=true)
MTcases= input(title="MT Cases - On/Off", type=bool, defval=true)
LTcases= input(title="LT Cases - On/Off", type=bool, defval=true)

longcasesplot= input(title="Long Cases Plot - On/Off", type=bool, defval=true)
shortcasesplot= input(title="Short Cases Plot - On/Off", type=bool, defval=true)
STcasesplot= input(title="ST Cases Plot - On/Off", type=bool, defval=true)
MTcasesplot= input(title="MT Cases Plot - On/Off", type=bool, defval=true)
LTcasesplot= input(title="LT Cases Plot - On/Off", type=bool, defval=true)

BREAKt= input(title="**********BREAK**********", type=bool, defval=false)

aOC1 = input(title="OC1 - On/Off", type=bool, defval=true)
aOC1p = input(title="OC1 Plot - On/Off", type=bool, defval=true)
aOC2 = input(title="OC2 - On/Off", type=bool, defval=true)
aOC2p = input(title="OC2 Plot - On/Off", type=bool, defval=true)

aST1 = input(title="STB1 - On/Off", type=bool, defval=true)
aST1p = input(title="STB1 Plot - On/Off", type=bool, defval=true)
aST2 = input(title="STB2 - On/Off", type=bool, defval=true)
aST2p = input(title="STB2 Plot - On/Off", type=bool, defval=true)

// aMT1 = input(title="On/Off MTB1", type=bool, defval=true)
// aMT1p = input(title="On/Off MTB1 Plot", type=bool, defval=true)
// aMT2 = input(title="On/Off MTB2", type=bool, defval=true)
// aMT2p = input(title="On/Off MTB2 Plot", type=bool, defval=true)
aMT3 = input(title="MTB3 - On/Off", type=bool, defval=true)
aMT3p = input(title="MTB3 Plot - On/Off", type=bool, defval=true)
aMT4 = input(title="MTB4 - On/Off", type=bool, defval=true)
aMT4p = input(title="MTB4 Plot - On/Off", type=bool, defval=true)


aLT1 = input(title="LTB1 - On/Off", type=bool, defval=true)
aLT1p = input(title="LTB1 Plot - On/Off", type=bool, defval=true)
// aLT2 = input(title="On/Off LTB2", type=bool, defval=true)
// aLT2p = input(title="On/Off LTB2 Plot", type=bool, defval=true)

aSC1 = input(title="SC1 - On/Off", type=bool, defval=true)
aSC2 = input(title="SC2 - On/Off", type=bool, defval=true)
aSC3 = input(title="SC3 - On/Off", type=bool, defval=true)

////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////


//////////////////////////////////////////////////////////////////////////////////////////////////////
////////////////////////////////////Butterworth Filter Application////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////

//POLE CALCULATION
lenBW1 = 1
lenBW2 = 2
lenBW5 = 5
lenBW7 = 7
lenBW10=10
lenBW20=20
lenBW25=25
lenBW30=30
lenBW40=40
lenBW50=50
pi=3.14159265
DTR=pi/180     // To convert degrees to radians multiply by this DTR


// 2 Poles BW 1
a21BW1=exp(-sqrt(2)*pi/lenBW1) //Use input length
b21BW1=2*a21BW1*cos(DTR*(sqrt(2)*180/lenBW1))
cf21BW1=(1-b21BW1+a21BW1*a21BW1)/4
cf22BW1=b21BW1
cf23BW1=-a21BW1*a21BW1

// 2 Poles BW 2
a21BW2=exp(-sqrt(2)*pi/lenBW2) //Use input length
b21BW2=2*a21BW2*cos(DTR*(sqrt(2)*180/lenBW2))
cf21BW2=(1-b21BW2+a21BW2*a21BW2)/4
cf22BW2=b21BW2
cf23BW2=-a21BW2*a21BW2

// 2 Poles BW 5
a21BW5=exp(-sqrt(2)*pi/lenBW5) //Use input length
b21BW5=2*a21BW5*cos(DTR*(sqrt(2)*180/lenBW5))
cf21BW5=(1-b21BW5+a21BW5*a21BW5)/4
cf22BW5=b21BW5
cf23BW5=-a21BW5*a21BW5

// 2 Poles BW 7
a21BW7=exp(-sqrt(2)*pi/lenBW7) //Use input length
b21BW7=2*a21BW7*cos(DTR*(sqrt(2)*180/lenBW7))
cf21BW7=(1-b21BW7+a21BW7*a21BW7)/4
cf22BW7=b21BW7
cf23BW7=-a21BW7*a21BW7

// 2 Poles BW 10
a21BW10=exp(-sqrt(2)*pi/lenBW10) //Use input length
b21BW10=2*a21BW10*cos(DTR*(sqrt(2)*180/lenBW10))
cf21BW10=(1-b21BW10+a21BW10*a21BW10)/4
cf22BW10=b21BW10
cf23BW10=-a21BW10*a21BW10

// 2 Poles BW 20
a21BW20=exp(-sqrt(2)*pi/lenBW20) //Use input length
b21BW20=2*a21BW20*cos(DTR*(sqrt(2)*180/lenBW20))
cf21BW20=(1-b21BW20+a21BW20*a21BW20)/4
cf22BW20=b21BW20
cf23BW20=-a21BW20*a21BW20

// 2 Poles BW 25
a21BW25=exp(-sqrt(2)*pi/lenBW25) //Use input length
b21BW25=2*a21BW25*cos(DTR*(sqrt(2)*180/lenBW25))
cf21BW25=(1-b21BW25+a21BW25*a21BW25)/4
cf22BW25=b21BW25
cf23BW25=-a21BW25*a21BW25

// 2 Poles BW 30
a21BW30=exp(-sqrt(2)*pi/lenBW30) //Use input length
b21BW30=2*a21BW30*cos(DTR*(sqrt(2)*180/lenBW30))
cf21BW30=(1-b21BW30+a21BW30*a21BW30)/4
cf22BW30=b21BW30
cf23BW30=-a21BW30*a21BW30

// 2 Poles BW 40
a21BW40=exp(-sqrt(2)*pi/lenBW40) //Use input length
b21BW40=2*a21BW40*cos(DTR*(sqrt(2)*180/lenBW40))
cf21BW40=(1-b21BW40+a21BW40*a21BW40)/4
cf22BW40=b21BW40
cf23BW40=-a21BW40*a21BW40

// 2 Poles BW 50
a21BW50=exp(-sqrt(2)*pi/lenBW50) //Use input length
b21BW50=2*a21BW50*cos(DTR*(sqrt(2)*180/lenBW50))
cf21BW50=(1-b21BW50+a21BW50*a21BW50)/4
cf22BW50=b21BW50
cf23BW50=-a21BW50*a21BW50

//////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////


////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
///////////////////////////////////***************************INDICATORS***************************/////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////

///////////////////////////////////////BOLLINGER BANDS/////////////////////////////////////
length = input(20,minval=1)
mult = input(2.5,minval=0.001,maxval=50)
basis = sma(source,length)
dev = mult * stdev(source,length)
upperbb = basis + dev
lowerbb = basis - dev
diffTo20MA=abs(source-basis)
diffTolowerbb=abs(source-lowerbb)
percentGapBB=abs(upperbb-lowerbb)/lowerbb*100

//Bollinger Bands Error
error = 0.0
error := (abs(source - lowerbb)/lowerbb)*100


///////////////////////////////////////////RATE OF CHANGE//////////////////////////////////
//Template
//ROC Length ###
// lenROC = input(9,minval=1)
// ROC = 0.0
// ROC := 100*(source-source[lenROC])/source[lenROC]
// //BW ROC Short Period - BW Length = ##
// butROC = 0.0
// butROC := cf21BW*(ROC+2*nz(ROC[1])+nz(ROC[2]))+cf22BW*nz(butROC[1])+cf23BW*nz(butROC[2])
// //BW Slope Derivations
// slopeROC = nz(butROC[1]) - nz(butROC[2]) - (nz(butROC[2]) - nz(butROC[3]) )
// slopeROC2 = (butROC - butROC[2])/2

//Short Period - ROC(9)
lenROCshort = input(9,minval=1)
ROCshort = 0.0
ROCshort := 100*(source-source[lenROCshort])/source[lenROCshort]
//BW ROC Short Period: BW Length = 5
butROCshort = 0.0
butROCshort := cf21BW1*(ROCshort+2*nz(ROCshort[1])+nz(ROCshort[2]))+cf22BW1*nz(butROCshort[1])+cf23BW1*nz(butROCshort[2])
//BW Short Slope Derivations
slopeROCshort = nz(butROCshort[1]) - nz(butROCshort[2]) - (nz(butROCshort[2]) - nz(butROCshort[3]) )
slopeROCshort2 = (butROCshort - butROCshort[2])/2

//Medium Period - ROC(30)
lenROCmed=input(30,minval=1)
ROCmed = 0.0
ROCmed := 100*(source-source[lenROCmed])/source[lenROCmed]
//BW ROC Medium Period - BW Length = 30
butROCmed = 0.0
butROCmed := cf21BW30*(ROCmed+2*nz(ROCmed[1])+nz(ROCmed[2]))+cf22BW30*nz(butROCmed[1])+cf23BW30*nz(butROCmed[2])
//BW Medium Slope Derivations
slopeROCmed = nz(butROCmed[1]) - nz(butROCmed[2]) - (nz(butROCmed[2]) - nz(butROCmed[3]) )
slopeROCmed2 = (butROCmed - butROCmed[2])/2

//Long Period - ROC(100)
lenROClong=input(100,minval=1)
ROClong = 0.0
ROClong := 100*(source-source[lenROClong])/source[lenROClong]
//BW ROC Long Period - BW Length = 50
butROClong = 0.0
butROClong := cf21BW50*(ROClong+2*nz(ROClong[1])+nz(ROClong[2]))+cf22BW50*nz(butROClong[1])+cf23BW50*nz(butROClong[2])
//BW Long Slope Derivations
slopeROClong = nz(butROClong[1]) - nz(butROClong[2]) - (nz(butROClong[2]) - nz(butROClong[3]) )
slopeROClong2 = (butROClong - butROClong[2])/2


/////////////////////////////////CHANDE MOMENTUM OSCILLATOR////////////////////////////////
//CONSTANTS
momm = change(source)
f1(m) => m >= 0.0 ? m : 0.0
f2(m) => m >= 0.0 ? 0.0 : -m
m1 = f1(momm)
m2 = f2(momm)

//TEMPLATE - CMO(#)
// lenMO = input(9, minval=1)
// sm1 = sum(m1, lenMO)
// sm2= sum(m2, lenMO)
// percent(nom, div) => 100 * nom / div
// chandeMO = percent(sm1-sm2, sm1short+sm2)
// //BW CMO Period: BW Length = 5
// butCMO = 0.0
// butCMO := cf21BW*(chandeMO+2*nz(chandeMO[1])+nz(chandeMO[2]))+cf22BW*nz(butCMO[1])+cf23BW*nz(butCMO[2])
// //BW CMO Slope Analysis
// slopeCMO = nz(butCMO[1]) - nz(butCMO[2]) - (nz(butCMO[2]) - nz(butCMO[3]) )
// slopeCMO2 = (butCMO - butCMO[2])/2

//Short - CMO(9)
lenMOshort = input(9, minval=1)
sm1short = sum(m1, lenMOshort)
sm2short = sum(m2, lenMOshort)
percent(nom, div) => 100 * nom / div
chandeMOshort = percent(sm1short-sm2short, sm1short+sm2short)
//BW CMO short Period: BW Length = 5
butCMOshort = 0.0
butCMOshort := cf21BW1*(chandeMOshort+2*nz(chandeMOshort[1])+nz(chandeMOshort[2]))+cf22BW1*nz(butCMOshort[1])+cf23BW1*nz(butCMOshort[2])
//BW CMO Long Slope Analysis
slopeCMOshort = nz(butCMOshort[1]) - nz(butCMOshort[2]) - (nz(butCMOshort[2]) - nz(butCMOshort[3]) )
slopeCMOshort2 = (butCMOshort - butCMOshort[2])/2

//Medium - CMO(30)
lenMOmed = input(30, minval=1)
sm1med = sum(m1, lenMOmed)
sm2med = sum(m2, lenMOmed)
chandeMOmed = percent(sm1med-sm2med, sm1med+sm2med)
//BW CMO Long Period - BW Length = 20
butCMOmed = 0.0
butCMOmed := cf21BW20*(chandeMOmed+2*nz(chandeMOmed[1])+nz(chandeMOmed[2]))+cf22BW50*nz(butCMOmed[1])+cf23BW20*nz(butCMOmed[2])
//BW CMO Long Slope Analysis
slopeCMOmed = nz(butCMOmed[1]) - nz(butCMOmed[2]) - (nz(butCMOmed[2]) - nz(butCMOmed[3]) )
slopeCMOmed2 = (butCMOmed - butCMOmed[2])/2

//Long - CMO(50)
lenMOlong = input(50, minval=1)
sm1long = sum(m1, lenMOlong)
sm2long = sum(m2, lenMOlong)
chandeMOlong = percent(sm1long-sm2long, sm1long+sm2long)
//BW CMO Long Period - BW Length = 20
butCMOlong = 0.0
butCMOlong := cf21BW20*(chandeMOlong+2*nz(chandeMOlong[1])+nz(chandeMOlong[2]))+cf22BW50*nz(butCMOlong[1])+cf23BW20*nz(butCMOlong[2])
//BW CMO Long Slope Analysis
slopeCMOlong = nz(butCMOlong[1]) - nz(butCMOlong[2]) - (nz(butCMOlong[2]) - nz(butCMOlong[3]) )
slopeCMOlong2 = (butCMOlong - butCMOlong[2])/2

/////////////////////////////////////////RSI///////////////////////////////////////////////
//TEMPLATE
// lengthRSI=input(14,minval=1)
// upRSI = rma(max(change(source), 0), lengthRSI)
// downRSI = rma(-min(change(source), 0), lengthRSI)
// RSI = downRSI == 0 ? 100 : upRSI == 0 ? 0 : 100 - (100 / (1 + upRSI / downRSI))
// butRSI = 0.0
// butRSI := cf21BW1*(RSI+2*nz(RSI[1])+nz(RSI[2]))+cf22BW1*nz(butRSI[1])+cf23BW1*nz(butRSI[2])
// slopeRSIpt1 = (butRSI - butRSI[2])/2

//Default - RSI(14)
lengthRSI=input(14,minval=1)
upRSI = rma(max(change(source), 0), lengthRSI)
downRSI = rma(-min(change(source), 0), lengthRSI)
RSI = downRSI == 0 ? 100 : upRSI == 0 ? 0 : 100 - (100 / (1 + upRSI / downRSI))
butRSI = 0.0
butRSI := cf21BW1*(RSI+2*nz(RSI[1])+nz(RSI[2]))+cf22BW1*nz(butRSI[1])+cf23BW1*nz(butRSI[2])
slopeRSIpt = (butRSI - butRSI[2])/2


//////////////////////////////////STOCHASTIC RSI///////////////////////////////////////////
smoothK = input(3, minval=1)
smoothD = input(3, minval=1)

//Short Period - StochRSI(3, 3, 14, 14)
lenRSIshort = input(14, minval=1)
lenStochshort = input(14, minval=1)
RSIshort = rsi(source,lenRSIshort)
kshort = sma(stoch(RSIshort, RSIshort, RSIshort, lenStochshort), smoothK)
dshort = sma(kshort, smoothD)

//Medium Period - StochRSI(3, 3, 50, 50) BW20
lenRSImed = input(50, minval=1)
lenStochmed = input(50, minval=1)
RSImed = rsi(source,lenRSImed)
kmed = sma(stoch(RSImed, RSImed, RSImed, lenStochmed), smoothK)
dmed = sma(kmed, smoothD)
//K and D BW Values - BW Length = 30
butKmed=0.0
butDmed=0.0
butKmed:=cf21BW20*(kmed+2*nz(kmed[1])+nz(kmed[2]))+cf22BW20*nz(butKmed[1])+cf23BW20*nz(butKmed[2])
butDmed:=cf21BW20*(dmed+2*nz(dmed[1])+nz(dmed[2]))+cf22BW20*nz(butDmed[1])+cf23BW20*nz(butDmed[2])
//BW Slopes
slopeKmed = nz(butKmed[1]) - nz(butKmed[2]) - (nz(butKmed[2]) - nz(butKmed[3]) ) > 0
slopeK2med = butKmed - butKmed[5]
slopeDmed = nz(butDmed[1]) - nz(butDmed[2]) - (nz(butDmed[2]) - nz(butDmed[3]) ) > 0
slopeD2med = (butDmed - butDmed[2])/2

//Long Period - StochRSI(3, 3, 100, 100)
lenRSIlong = input(100, minval=1)
lenStochlong = input(100, minval=1)
RSIlong = rsi(source,lenRSIlong)
klong = sma(stoch(RSIlong, RSIlong, RSIlong, lenStochlong), smoothK)
dlong = sma(klong, smoothD)


///////////////////////////////////////MACD////////////////////////////////////////////////
//Moving Average Convergence Divergence
//TEMPLATE - MACD(##, ##, ##)
// fastlen = input(50, minval=1)
// slowlen = input(100,minval=1)
// signallen = input(5,minval=1)
// fastMA = ema(source, fastlen)
// slowMA = ema(source, slowlen)
// MACD = fastMA - slowMA //blue
// MACDslope = (MACD-MACD[1])
// signal = ema(MACD, signallen) //orange
// hist = MACD - signal
// //BW MACD and Signal: BW Length = 
// butMACD=0.0
// butMACD:=cf21BW*(MACD+2*nz(MACD[1])+nz(MACD[2]))+cf22BW*nz(butMACD[1])+cf23BW*nz(butMACD[2])
// butSignal = 0.0
// butSignal:=cf21BW*(signal+2*nz(signal[1])+nz(signal[2]))+cf22BW*nz(butSignal[1])+cf23BW*nz(butSignal[2])
// //BW Slope Analysis
// slopeMACD = nz(butMACD[1]) - nz(butMACD[2]) - (nz(butMACD[2]) - nz(butMACD[3]) ) > 0
// slopeMACD2 = (butMACD - butMACD[2])/2
// slopeSignal = nz(butSignal[1]) - nz(butSignal[2]) - (nz(butSignal[2]) - nz(butSignal[3]) ) > 0
// slopeSignal2 = (butSignal - butSignal[2])/2
//BW MACD Percent Gap
// BWpercentGapMACD = 0.0
// BWpercentGapMACD := (abs(butMACD-butSignal)/butSignal)*100

//Short - MACD(5,10, 5)
fastlenshort = input(5, minval=1)
slowlenshort =input(10,minval=1)
signallenshort = input(5,minval=1)
fastMAshort = ema(source, fastlenshort)
slowMAshort = ema(source, slowlenshort)
MACDshort = fastMAshort - slowMAshort //blue
signalshort = ema(MACDshort, signallenshort) //orange
hist = MACDshort - signalshort
MACDslopeshort = (MACDshort-MACDshort[2])/2

//Medium - MACD(20, 40, 5)
fastlenmed = input(20, minval=1)
slowlenmed = input(40,minval=1)
signallenmed = input(5,minval=1)
fastMAmed = ema(source, fastlenmed)
slowMAmed = ema(source, slowlenmed)
MACDmed = fastMAmed - slowMAmed //blue
MACDslopemed = (MACDmed-MACDmed[2])/2
signalmed = ema(MACDmed, signallenmed) //orange
histmed = MACDmed - signalmed

//Long - MACD(50,100, 20)
fastlenlong = input(50, minval=1)
slowlenlong = input(100,minval=1)
signallenlong = input(20,minval=1)
fastMAlong = ema(source, fastlenlong)
slowMAlong = ema(source, slowlenlong)
MACDlong = fastMAlong - slowMAlong //blue
MACDslopelong = (MACDlong-MACDlong[2])/2
signallong = ema(MACDlong, signallenlong) //orange
histlong = MACDlong - signallong
//BW MACD and Signal: BW Length = 40
butMACDlong=0.0
butMACDlong:=cf21BW40*(MACDlong+2*nz(MACDlong[1])+nz(MACDlong[2]))+cf22BW40*nz(butMACDlong[1])+cf23BW40*nz(butMACDlong[2])
butSignallong=0.0
butSignallong:=cf21BW40*(signallong+2*nz(signallong[1])+nz(signallong[2]))+cf22BW40*nz(butSignallong[1])+cf23BW40*nz(butSignallong[2])
//BW Slope long
slopeMACDlong = nz(butMACDlong[1]) - nz(butMACDlong[2]) - (nz(butMACDlong[2]) - nz(butMACDlong[3]) ) > 0
slopeMACD2long = (butMACDlong - butMACDlong[2])/2
slopeSignallong = nz(butSignallong[1]) - nz(butSignallong[2]) - (nz(butSignallong[2]) - nz(butSignallong[3]) ) > 0
slopeSignal2long = (butSignallong - butSignallong[2])/2

//MACD Default 12, 26, close, 9
fastlendef = input(12, minval=1)
slowlendef = input(26,minval=1)
signallendef = input(9,minval=1)
fastMAdef = ema(source, fastlendef)
slowMAdef = ema(source, slowlendef)
MACDdef = fastMAdef - slowMAdef //blue
MACDslopedef = (MACDdef-MACDdef[2])/2
signaldef = ema(MACDdef, signallendef) //orange
histdef = MACDdef - signaldef
//BW MACD and Signal: BW Length = 1
butMACDdef=0.0
butMACDdef:=cf21BW1*(MACDdef+2*nz(MACDdef[1])+nz(MACDdef[2]))+cf22BW1*nz(butMACDdef[1])+cf23BW1*nz(butMACDdef[2])
butSignaldef = 0.0
butSignaldef:=cf21BW1*(signaldef+2*nz(signaldef[1])+nz(signaldef[2]))+cf22BW1*nz(butSignaldef[1])+cf23BW1*nz(butSignaldef[2])
//BW Slope Analysis
slopeMACDdef = nz(butMACDdef[1]) - nz(butMACDdef[2]) - (nz(butMACDdef[2]) - nz(butMACDdef[3]) ) > 0
slopeMACD2def = (butMACDdef - butMACDdef[2])/2
slopeSignaldef = nz(butSignaldef[1]) - nz(butSignaldef[2]) - (nz(butSignaldef[2]) - nz(butSignaldef[3]) ) > 0
slopeSignal2def = (butSignaldef - butSignaldef[2])/2
//BW MACD Def Percent Gap
BWpercentGapMACDdef = 0.0
BWpercentGapMACDdef := (abs(butMACDdef)-abs(butSignaldef))/abs(butSignaldef)*100


///////////////////////////////////////VORTEX INDICATOR////////////////////////////////////
//TEMPLATE
// period_ = input(100, minval=2)
// VMP = sum( abs( high - low[1]), period_ )
// VMM = sum( abs( low - high[1]), period_ )
// STR = sum( atr(1), period_ )
// VIP = VMP / STR //blue
// VIM = VMM / STR //pink
// percentGapVI = 0.0
// percentGapVI := (abs(VIP-VIM)/VIM)*100
// //BW VI Long Period - BW Length = 20
// butVIP = 0.0
// butVIM = 0.0
// butVIP := cf21BW*(VIP+2*nz(VIP[1])+nz(VIP[2]))+cf22BW*nz(butVIP[1])+cf23BW*nz(butVIP[2])
// butVIM := cf21BW*(VIM+2*nz(VIM[1])+nz(VIM[2]))+cf22BW*nz(butVIM[1])+cf23BW*nz(butVIM[2])
// //BW VI Long Slope Analysis
// slopeVIM = nz(butVIM[1]) - nz(butVIM[2]) - (nz(butVIM[2]) - nz(butVIM[3]) )
// slopeVIM2 = (butVIM - butVIM[2])/2
// slopeVIP = nz(butVIP[1]) - nz(butVIP[2]) - (nz(butVIP[2]) - nz(butVIP[3]) )
// slopeVIP2 = (butVIP - butVIP[2])/2
// //BW VI Long percent gap
// BWpercentGapVI = 0.0
// BWpercentGapVI := (abs(butVIP-butVIM)/butVIM)*100

//////////////SHORT////////////// (14)
period_short = input(14, minval=2)
VMPshort = sum( abs( high - low[1]), period_short )
VMMshort = sum( abs( low - high[1]), period_short )
STRshort = sum( atr(1), period_short )
VIPshort = VMPshort / STRshort //blue
VIMshort = VMMshort / STRshort //pink
percentGapVIshort = 0.0
percentGapVIshort := (abs(VIPshort-VIMshort)/VIMshort)*100

//////////////MEDIUM////////////// (30, BW20)
period_med = input(30, minval=2)
VMPmed = sum( abs( high - low[1]), period_med )
VMMmed = sum( abs( low - high[1]), period_med )
STRmed = sum( atr(1), period_med )
VIPmed = VMPmed / STRmed //blue
VIMmed = VMMmed / STRmed //pink
percentGapVImed = 0.0
percentGapVImed := (abs(VIPmed-VIMmed)/VIMmed)*100
//BW VI Med Period - BW Length = 20
butVIPmed = 0.0
butVIMmed = 0.0
butVIPmed := cf21BW20*(VIPmed+2*nz(VIPmed[1])+nz(VIPmed[2]))+cf22BW20*nz(butVIPmed[1])+cf23BW20*nz(butVIPmed[2])
butVIMmed := cf21BW20*(VIMmed+2*nz(VIMmed[1])+nz(VIMmed[2]))+cf22BW20*nz(butVIMmed[1])+cf23BW20*nz(butVIMmed[2])
//BW DI Med Slope Analysis
slopeVIMmed = nz(butVIMmed[1]) - nz(butVIMmed[2]) - (nz(butVIMmed[2]) - nz(butVIMmed[3]) )
slopeVIMmed2 = (butVIMmed - butVIMmed[2])/2
slopeVIPmed = nz(butVIPmed[1]) - nz(butVIPmed[2]) - (nz(butVIPmed[2]) - nz(butVIPmed[3]) )
slopeVIPmed2 = (butVIPmed - butVIPmed[2])/2
//BW DI Med percent gap
BWpercentGapVImed = 0.0
BWpercentGapVImed := (abs(butVIPmed-butVIMmed)/butVIMmed)*100

//////////////LONG////////////// (100, BW30)
period_long = input(100, minval=2)
VMPlong = sum( abs( high - low[1]), period_long )
VMMlong = sum( abs( low - high[1]), period_long )
STRlong = sum( atr(1), period_long )
VIPlong = VMPlong / STRlong //blue
VIMlong = VMMlong / STRlong //pink
percentGapVIlong = 0.0
percentGapVIlong := (abs(VIPlong-VIMlong)/VIMlong)*100
//BW VI Long Period - BW Length = 20
butVIPlong = 0.0
butVIMlong = 0.0
butVIPlong := cf21BW30*(VIPlong+2*nz(VIPlong[1])+nz(VIPlong[2]))+cf22BW30*nz(butVIPlong[1])+cf23BW30*nz(butVIPlong[2])
butVIMlong := cf21BW30*(VIMlong+2*nz(VIMlong[1])+nz(VIMlong[2]))+cf22BW30*nz(butVIMlong[1])+cf23BW30*nz(butVIMlong[2])
//BW VI Long Slope Analysis
slopeVIMlong = nz(butVIMlong[1]) - nz(butVIMlong[2]) - (nz(butVIMlong[2]) - nz(butVIMlong[3]) )
slopeVIMlong2 = (butVIMlong - butVIMlong[2])/2
slopeVIPlong = nz(butVIPlong[1]) - nz(butVIPlong[2]) - (nz(butVIPlong[2]) - nz(butVIPlong[3]) )
slopeVIPlong2 = (butVIPlong - butVIPlong[2])/2
//BW VI Long percent gap
BWpercentGapVIlong = 0.0
BWpercentGapVIlong := (abs(butVIPlong-butVIMlong)/butVIMlong)*100

//Length 14, BW 1
period_14 = input(14, minval=2)
VMP14 = sum( abs( high - low[1]), period_14 )
VMM14 = sum( abs( low - high[1]), period_14 )
STR14 = sum( atr(1), period_14 )
VIP14 = VMP14 / STR14 //blue
VIM14 = VMM14 / STR14 //pink
percentGapVI14 = 0.0
percentGapVI14 := (abs(VIP14-VIM14)/VIM14)*100
//BW VI Long Period - BW Length = 20
butVIP14 = 0.0
butVIM14 = 0.0
butVIP14 := cf21BW1*(VIP14+2*nz(VIP14[1])+nz(VIP14[2]))+cf22BW1*nz(butVIP14[1])+cf23BW1*nz(butVIP14[2])
butVIM14 := cf21BW1*(VIM14+2*nz(VIM14[1])+nz(VIM14[2]))+cf22BW1*nz(butVIM14[1])+cf23BW1*nz(butVIM14[2])
//BW VI Long Slope Analysis
slopeVIM14 = nz(butVIM14[1]) - nz(butVIM14[2]) - (nz(butVIM14[2]) - nz(butVIM14[3]) )
slopeVIM142 = (butVIM14 - butVIM14[2])/2
slopeVIP14 = nz(butVIP14[1]) - nz(butVIP14[2]) - (nz(butVIP14[2]) - nz(butVIP14[3]) )
slopeVIP142 = (butVIP14 - butVIP14[2])/2
//BW VI Long percent gap
BWpercentGapVI14 = 0.0
BWpercentGapVI14 := (abs(butVIP14-butVIM14)/butVIM14)*100

//Length 50, BW 30
period_50 = input(50, minval=2)
VMP50 = sum( abs( high - low[1]), period_50 )
VMM50 = sum( abs( low - high[1]), period_50 )
STR50 = sum( atr(1), period_50 )
VIP50 = VMP50 / STR50 //blue
VIM50 = VMM50 / STR50 //pink
percentGapVI50 = 0.0
percentGapVI50 := (abs(VIP50-VIM50)/VIM50)*100
//BW VI Long Period - BW Length = 25
butVIP50 = 0.0
butVIM50 = 0.0
butVIP50 := cf21BW30*(VIP50+2*nz(VIP50[1])+nz(VIP50[2]))+cf22BW30*nz(butVIP50[1])+cf23BW30*nz(butVIP50[2])
butVIM50 := cf21BW30*(VIM50+2*nz(VIM50[1])+nz(VIM50[2]))+cf22BW30*nz(butVIM50[1])+cf23BW30*nz(butVIM50[2])
//BW VI Long Slope Analysis
slopeVIM50 = nz(butVIM50[1]) - nz(butVIM50[2]) - (nz(butVIM50[2]) - nz(butVIM50[3]) )
slopeVIM502 = (butVIM50 - butVIM50[2])/2
slopeVIP50 = nz(butVIP50[1]) - nz(butVIP50[2]) - (nz(butVIP50[2]) - nz(butVIP50[3]) )
slopeVIP502 = (butVIP50 - butVIP50[2])/2
//BW VI Long percent gap
BWpercentGapVI50 = 0.0
BWpercentGapVI50 := (abs(butVIP50-butVIM50))/butVIM50*100

//Length 20, BW 10
period_20 = input(20, minval=2)
VMP20 = sum( abs( high - low[1]), period_20 )
VMM20 = sum( abs( low - high[1]), period_20 )
STR20 = sum( atr(1), period_20 )
VIP20 = VMP20 / STR20 //blue
VIM20 = VMM20 / STR20 //pink
percentGapVI20 = 0.0
percentGapVI20 := (abs(VIP20-VIM20)/VIM20)*100
//BW VI Long Period - BW Length = 25
butVIP20 = 0.0
butVIM20 = 0.0
butVIP20 := cf21BW10*(VIP20+2*nz(VIP20[1])+nz(VIP20[2]))+cf22BW10*nz(butVIP20[1])+cf23BW10*nz(butVIP20[2])
butVIM20 := cf21BW10*(VIM20+2*nz(VIM20[1])+nz(VIM20[2]))+cf22BW10*nz(butVIM20[1])+cf23BW10*nz(butVIM20[2])
//BW VI Long Slope Analysis
slopeVIM20 = nz(butVIM20[1]) - nz(butVIM20[2]) - (nz(butVIM20[2]) - nz(butVIM20[3]) )
slopeVIM202 = (butVIM20 - butVIM20[2])/2
slopeVIP20 = nz(butVIP20[1]) - nz(butVIP20[2]) - (nz(butVIP20[2]) - nz(butVIP20[3]) )
slopeVIP202 = (butVIP20 - butVIP20[2])/2
//BW VI Long percent gap
BWpercentGapVI20 = 0.0
BWpercentGapVI20 := (abs(butVIP20-butVIM20))/butVIM20*100


///////////////////////////////////ADX & DI////////////////////////////////////////////////
TrueRange = max(max(high-low, abs(high-nz(close[1]))), abs(low-nz(close[1])))
DirectionalMovementPlus = high-nz(high[1]) > nz(low[1])-low ? max(high-nz(high[1]), 0): 0
DirectionalMovementMinus = nz(low[1])-low > high-nz(high[1]) ? max(nz(low[1])-low, 0): 0

//TEMPLATE
// len = input(title="Length",  defval=9)
// SmoothedTrueRange = 0.0
// SmoothedTrueRange := nz(SmoothedTrueRange[1]) - (nz(SmoothedTrueRange[1])/len) + TrueRange
// SmoothedDirectionalMovementPlus = 0.0
// SmoothedDirectionalMovementPlus := nz(SmoothedDirectionalMovementPlus[1]) - (nz(SmoothedDirectionalMovementPlus[1])/len) + DirectionalMovementPlus
// SmoothedDirectionalMovementMinus = 0.0
// SmoothedDirectionalMovementMinus := nz(SmoothedDirectionalMovementMinus[1]) - (nz(SmoothedDirectionalMovementMinus[1])/len) + DirectionalMovementMinus
// DIPlus = 0.0
// DIPlus := SmoothedDirectionalMovementPlus / SmoothedTrueRange * 100 //green
// DIMinus = 0.0
// DIMinus := SmoothedDirectionalMovementMinus / SmoothedTrueRange * 100 //red
// DX = 0.0
// DX := abs(DIPlus-DIMinus) / (DIPlus+DIMinus)*100
// ADX = sma(DX, len) //black
// ADXslope = (ADX-ADX[1])
// DIpercentgap =  abs(DIPlus-DIMinus)/DIMinus* 100
// //BW DI Long Period - BW Length = ###
// butDIP = 0.0
// butDIM = 0.0
// butDIP := cf21BW*(DIPlus+2*nz(DIPlus[1])+nz(DIPlus[2]))+cf22BW*nz(butDIP[1])+cf23BW*nz(butDIP[2])
// butDIM := cf21BW*(DIMinus+2*nz(DIMinus[1])+nz(DIMinus[2]))+cf22BW*nz(butDIM[1])+cf23BW*nz(butDIM[2])
// //BW DI Long Slope Analysis
// slopeDIM = nz(butDIM[1]) - nz(butDIM[2]) - (nz(butDIM[2]) - nz(butDIM[3]) )
// slopeDIM2 = (butDIM- butDIM[2])/2
// slopeDIP = nz(butDIP[1]) - nz(butDIP[2]) - (nz(butDIP[2]) - nz(butDIP[3]) )
// slopeDIP2 = (butDIP - butDIP[2])/2
// //BW DI percent gap
// BWpercentGapDI = 0.0
// BWpercentGapDI := (abs(butDIP-butDIM)/butDIM)*100

//////////////SHORT//////////////
lenshort = input(title="Length",  defval=9)
SmoothedTrueRangeshort = 0.0
SmoothedTrueRangeshort := nz(SmoothedTrueRangeshort[1]) - (nz(SmoothedTrueRangeshort[1])/lenshort) + TrueRange
SmoothedDirectionalMovementPlusshort = 0.0
SmoothedDirectionalMovementPlusshort := nz(SmoothedDirectionalMovementPlusshort[1]) - (nz(SmoothedDirectionalMovementPlusshort[1])/lenshort) + DirectionalMovementPlus
SmoothedDirectionalMovementMinusshort = 0.0
SmoothedDirectionalMovementMinusshort := nz(SmoothedDirectionalMovementMinusshort[1]) - (nz(SmoothedDirectionalMovementMinusshort[1])/lenshort) + DirectionalMovementMinus
DIPlusshort = 0.0
DIPlusshort := SmoothedDirectionalMovementPlusshort / SmoothedTrueRangeshort * 100 //green
DIMinusshort = 0.0
DIMinusshort := SmoothedDirectionalMovementMinusshort / SmoothedTrueRangeshort * 100 //red
DXshort = 0.0
DXshort := abs(DIPlusshort-DIMinusshort) / (DIPlusshort+DIMinusshort)*100
ADXshort = sma(DXshort, lenshort) //black
ADXslopeshort = (ADXshort-ADXshort[2])/2
DIpercentgapshort =  abs(DIPlusshort-DIMinusshort)/DIMinusshort * 100 

//////////////MEDIUM//////////////
lenmed = input(title="Length",  defval=30)
SmoothedTrueRangemed = 0.0
SmoothedTrueRangemed := nz(SmoothedTrueRangemed[1]) - (nz(SmoothedTrueRangemed[1])/lenmed) + TrueRange
SmoothedDirectionalMovementPlusmed = 0.0
SmoothedDirectionalMovementPlusmed := nz(SmoothedDirectionalMovementPlusmed[1]) - (nz(SmoothedDirectionalMovementPlusmed[1])/lenmed) + DirectionalMovementPlus
SmoothedDirectionalMovementMinusmed = 0.0
SmoothedDirectionalMovementMinusmed := nz(SmoothedDirectionalMovementMinusmed[1]) - (nz(SmoothedDirectionalMovementMinusmed[1])/lenmed) + DirectionalMovementMinus
DIPlusmed = 0.0
DIPlusmed := SmoothedDirectionalMovementPlusmed / SmoothedTrueRangemed * 100 //green
DIMinusmed = 0.0
DIMinusmed := SmoothedDirectionalMovementMinusmed / SmoothedTrueRangemed * 100 //red
DXmed = 0.0
DXmed := abs(DIPlusmed-DIMinusmed) / (DIPlusmed+DIMinusmed)*100
ADXmed = sma(DXmed, lenmed) //black
slopeADXmed = nz(ADXmed[1]) - nz(ADXmed[2]) - (nz(ADXmed[2]) - nz(ADXmed[3]) ) > 0
slopeADXmed2 = (ADXmed - ADXmed[2])/2
DIpercentgapmed =  abs(DIPlusmed-DIMinusmed)/DIMinusmed * 100 
//BW DI Med Period - BW Length = 20
butDIPmed = 0.0
butDIMmed = 0.0
butDIPmed := cf21BW20*(DIPlusmed+2*nz(DIPlusmed[1])+nz(DIPlusmed[2]))+cf22BW20*nz(butDIPmed[1])+cf23BW20*nz(butDIPmed[2])
butDIMmed := cf21BW20*(DIMinusmed+2*nz(DIMinusmed[1])+nz(DIMinusmed[2]))+cf22BW20*nz(butDIMmed[1])+cf23BW20*nz(butDIMmed[2])
//BW DI Med Slope Analysis
slopeDIMmed = nz(butDIMmed[1]) - nz(butDIMmed[2]) - (nz(butDIMmed[2]) - nz(butDIMmed[3]) )
slopeDIMmed2 = (butDIMmed - butDIMmed[2])/2
slopeDIPmed = nz(butDIPmed[1]) - nz(butDIPmed[2]) - (nz(butDIPmed[2]) - nz(butDIPmed[3]) )
slopeDIPmed2 = (butDIPmed - butDIPmed[2])/2
//BW DI Med percent gap
BWpercentGapDImed = 0.0
BWpercentGapDImed := (abs(butDIPmed-butDIMmed)/butDIMmed)*100

///////////////LONG/////////////////
lenlong = input(title="Length",  defval=100)
SmoothedTrueRangelong = 0.0
SmoothedTrueRangelong := nz(SmoothedTrueRangelong[1]) - (nz(SmoothedTrueRangelong[1])/lenlong) + TrueRange
SmoothedDirectionalMovementPluslong = 0.0
SmoothedDirectionalMovementPluslong := nz(SmoothedDirectionalMovementPluslong[1]) - (nz(SmoothedDirectionalMovementPluslong[1])/lenlong) + DirectionalMovementPlus
SmoothedDirectionalMovementMinuslong = 0.0
SmoothedDirectionalMovementMinuslong := nz(SmoothedDirectionalMovementMinuslong[1]) - (nz(SmoothedDirectionalMovementMinuslong[1])/lenlong) + DirectionalMovementMinus
DIPluslong = 0.0
DIPluslong := SmoothedDirectionalMovementPluslong / SmoothedTrueRangelong * 100 //green
DIMinuslong = 0.0
DIMinuslong := SmoothedDirectionalMovementMinuslong / SmoothedTrueRangelong * 100 //red
DXlong = 0.0
DXlong := abs(DIPluslong-DIMinuslong) / (DIPluslong+DIMinuslong)*100
ADXlong = sma(DXlong, lenlong) //black
//Derived Values
ADXslopelongpt = (ADXlong-ADXlong[5])/5 //Point Slope
ADXslopelongLT = (ADXlong-ADXlong[20])/20 //Long term slope
DIpercentgaplong =  abs(DIPluslong-DIMinuslong)/DIMinuslong * 100 
//BW DI Long Period - BW Length = 30
butDIPlong = 0.0
butDIMlong = 0.0
butDIPlong := cf21BW30*(DIPluslong+2*nz(DIPluslong[1])+nz(DIPluslong[2]))+cf22BW30*nz(butDIPlong[1])+cf23BW30*nz(butDIPlong[2])
butDIMlong := cf21BW30*(DIMinuslong+2*nz(DIMinuslong[1])+nz(DIMinuslong[2]))+cf22BW30*nz(butDIMlong[1])+cf23BW30*nz(butDIMlong[2])
//BW DI Long Slope Analysis
slopeDIMlong = nz(butDIMlong[1]) - nz(butDIMlong[2]) - (nz(butDIMlong[2]) - nz(butDIMlong[3]) )
slopeDIMlong2 = (butDIMlong - butDIMlong[2])/2
slopeDIPlong = nz(butDIPlong[1]) - nz(butDIPlong[2]) - (nz(butDIPlong[2]) - nz(butDIPlong[3]) )
slopeDIPlong2 = (butDIPlong - butDIPlong[2])/2
//BW DI percent gap
BWpercentGapDIlong = 0.0
BWpercentGapDIlong := (abs(butDIPlong-butDIMlong)/butDIMlong)*100

//ADX&DI Length 14
len14 = input(title="Length",  defval=14)
SmoothedTrueRange14 = 0.0
SmoothedTrueRange14 := nz(SmoothedTrueRange14[1]) - (nz(SmoothedTrueRange14[1])/len14) + TrueRange
SmoothedDirectionalMovementPlus14 = 0.0
SmoothedDirectionalMovementPlus14 := nz(SmoothedDirectionalMovementPlus14[1]) - (nz(SmoothedDirectionalMovementPlus14[1])/len14) + DirectionalMovementPlus
SmoothedDirectionalMovementMinus14 = 0.0
SmoothedDirectionalMovementMinus14 := nz(SmoothedDirectionalMovementMinus14[1]) - (nz(SmoothedDirectionalMovementMinus14[1])/len14) + DirectionalMovementMinus
DIPlus14 = 0.0
DIPlus14 := SmoothedDirectionalMovementPlus14 / SmoothedTrueRange14 * 100 //green
DIMinus14 = 0.0
DIMinus14 := SmoothedDirectionalMovementMinus14 / SmoothedTrueRange14 * 100 //red
DX14 = 0.0
DX14 := abs(DIPlus14-DIMinus14) / (DIPlus14+DIMinus14)*100
ADX14 = sma(DX14, len14) //black
ADXslope14 = (ADX14-ADX14[1])
DIpercentgap14 =  abs(DIPlus14-DIMinus14)/DIMinus14* 100
//BW DI Long Period - BW Length = ###
butDIP14 = 0.0
butDIM14 = 0.0
butDIP14 := cf21BW20*(DIPlus14+2*nz(DIPlus14[1])+nz(DIPlus14[2]))+cf22BW20*nz(butDIP14[1])+cf23BW20*nz(butDIP14[2])
butDIM14 := cf21BW20*(DIMinus14+2*nz(DIMinus14[1])+nz(DIMinus14[2]))+cf22BW20*nz(butDIM14[1])+cf23BW20*nz(butDIM14[2])
//BW DI Long Slope Analysis
slopeDIM14 = nz(butDIM14[1]) - nz(butDIM14[2]) - (nz(butDIM14[2]) - nz(butDIM14[3]) )
slopeDIM142 = (butDIM14- butDIM14[2])/2
slopeDIP14 = nz(butDIP14[1]) - nz(butDIP14[2]) - (nz(butDIP14[2]) - nz(butDIP14[3]) )
slopeDIP142 = (butDIP14 - butDIP14[2])/2
//BW DI percent gap
BWpercentGapDI14 = 0.0
BWpercentGapDI14 := (abs(butDIP14-butDIM14)/butDIM14)*100


//////////////////////////////////////CHOPPINESS///////////////////////////////////////////
//TEMPLATE
//Length, BW - (##, ##)
// lengthCI = input(50, minval=1)
// logb10=log10(lengthCI)
// sumATR=sum(atr(1),lengthCI)
// maxhi=highest(lengthCI)
// minlo=lowest(lengthCI)
// chop=100*log10(sumATR/(maxhi-minlo))/logb10
// butChoppiness=0.0
// butChoppiness:=cf21BW*(chop+2*nz(chop[1])+nz(chop[2]))+cf22BW*nz(butChoppiness[1])+cf23BW*nz(butChoppiness[2])

//Short - CI(20)
lengthCIshort = input(20, minval=1),
logb10short=log10(lengthCIshort)
sumATRshort=sum(atr(1),lengthCIshort)
maxhishort=highest(lengthCIshort)
minloshort=lowest(lengthCIshort)
chopshort=100*log10(sumATRshort/(maxhishort-minloshort))/logb10short

//Medium - CI(30)
lengthCImed = input(30, minval=1),
logb10med=log10(lengthCImed)
sumATRmed=sum(atr(1),lengthCImed)
maxhimed=highest(lengthCImed)
minlomed=lowest(lengthCImed)
chopmed=100*log10(sumATRmed/(maxhimed-minlomed))/logb10med
 
//Long - CI(200)
lengthCIlong = input(200, minval=1)
logb10long=log10(lengthCIlong)
sumATRlong=sum(atr(1),lengthCIlong)
maxhilong=highest(lengthCIlong)
minlolong=lowest(lengthCIlong)
choplong=100*log10(sumATRlong/(maxhilong-minlolong))/logb10long

//(50, 20)
lengthCI50 = input(50, minval=1)
logb1050=log10(lengthCI50)
sumATR50=sum(atr(1),lengthCI50)
maxhi50=highest(lengthCI50)
minlo50=lowest(lengthCI50)
chop50=100*log10(sumATR50/(maxhi50-minlo50))/logb1050
butChoppiness50=0.0
butChoppiness50:=cf21BW20*(chop50+2*nz(chop50[1])+nz(chop50[2]))+cf22BW20*nz(butChoppiness50[1])+cf23BW20*nz(butChoppiness50[2])


///////////////////////////////////KLINGER OSCILLATOR//////////////////////////////////////
signalLine = input(13, minval=1)
fastLength = input(34, minval=1)
slowLength= input(55, minval=1)
sv = change(hlc3) >= 0 ? volume : -volume
kvo = ema(sv, fastLength) - ema(sv, slowLength)
sig = ema(kvo, signalLine)
//Add BW?


//////////////////////////////////COPPOCK CURVE////////////////////////////////////////////
//TEMPLATE
//(WMA, Long ROC, Short ROC) - (###, ###, ###)
// wmaLength = input(title="WMA Length",  defval=200)
// longRoCLength = input(title="Long RoC Length",  defval=100)
// shortRoCLength = input(title="Short RoC Length",  defval=10)
// curve = wma(roc(source, shortRoCLength) + roc(source, longRoCLength), wmaLength)
// curveslopept = (curve-curve[1]) //Point Slope
// curveslope10pt = (curve-curve[5])/5 //5 Point Slope
// curveslopeLT = (curve-curve[20])/20 //Long Term Slope

//Short - CC(10,10,10)
wmaLengthshort = input(title="WMA Length",  defval=10)
longRoCLengthshort = input(title="Long RoC Length",  defval=10)
shortRoCLengthshort = input(title="Short RoC Length",  defval=10)
curveshort = wma(roc(source, longRoCLengthshort) + roc(source, shortRoCLengthshort), wmaLengthshort)
curveshortslope = (curveshort-curveshort[2])/2

//Medium - CC(20,20,20)
wmaLengthmed = input(title="WMA Length",  defval=20)
longRoCLengthmed = input(title="Long RoC Length",  defval=20)
shortRoCLengthmed = input(title="Short RoC Length",  defval=20)
curvemed = wma(roc(source, longRoCLengthmed) + roc(source, shortRoCLengthmed), wmaLengthmed)
curvemedslope = (curvemed-curvemed[2])/2

//Long - CC(200,200,20)
wmaLengthlong = input(title="WMA Length",  defval=200)
longRoCLengthlong = input(title="Long RoC Length",  defval=200)
shortRoCLengthlong = input(title="Short RoC Length",  defval=50)
curvelong = wma(roc(source, longRoCLengthlong) + roc(source, shortRoCLengthlong), wmaLengthlong)
curvelongslopept = (curvelong-curvelong[1]) //Point Slope
curvelongslope2pt = (curvelong-curvelong[2])/2 // 2 Point Slope
curvelongslope5pt = (curvelong-curvelong[5])/5 //5 Point Slope
curvelongslope10pt = (curvelong-curvelong[10])/10 //10 Point Slope
curvelongslopeLT = (curvelong-curvelong[20])/20 //Long Term Slope


//CC(200, 100, 10)
wmaLength20010010 = input(title="WMA Length",  defval=200)
longRoCLength20010010 = input(title="Long RoC Length",  defval=100)
shortRoCLength20010010 = input(title="Short RoC Length",  defval=10)
curve20010010 = wma(roc(source, shortRoCLength20010010) + roc(source, longRoCLength20010010), wmaLength20010010)
curveslopept20010010 = (curve20010010-curve20010010[1]) //Point Slope
curveslope5pt20010010 = (curve20010010-curve20010010[5])/5 //5 Point Slope
curveslopeLT20010010 = (curve20010010-curve20010010[20])/20 //Long Term Slope

//(WMA, Long ROC, Short ROC) - (100, 100, 20)
// wmaLength = input(title="WMA Length",  defval=200)
// longRoCLength = input(title="Long RoC Length",  defval=100)
// shortRoCLength = input(title="Short RoC Length",  defval=10)
// curve = wma(roc(source, shortRoCLength) + roc(source, longRoCLength), wmaLength)
// curveslopept = (curve-curve[1]) //Point Slope
// curveslope10pt = (curve-curve[5])/5 //5 Point Slope
// curveslopeLT = (curve-curve[20])/20 //Long Term Slope

//(WMA, Long ROC, Short ROC) - (50, 50, 20)
// wmaLength = input(title="WMA Length",  defval=200)
// longRoCLength = input(title="Long RoC Length",  defval=100)
// shortRoCLength = input(title="Short RoC Length",  defval=10)
// curve = wma(roc(source, shortRoCLength) + roc(source, longRoCLength), wmaLength)
// curveslopept = (curve-curve[1]) //Point Slope
// curveslope10pt = (curve-curve[5])/5 //5 Point Slope
// curveslopeLT = (curve-curve[20])/20 //Long Term Slope


/////////////////////////////////////TRIX//////////////////////////////////////////////////
//Short
lengthTRIXshort = input(5, minval=1)
TRIXshort = 10000* change(ema(ema(ema(log(close), lengthTRIXshort), lengthTRIXshort), lengthTRIXshort))
TRIXshortslope = (TRIXshort-TRIXshort[2])/2

//Medium
lengthTRIXmed = input(20, minval=1)
TRIXmed = 10000* change(ema(ema(ema(log(close), lengthTRIXmed), lengthTRIXmed), lengthTRIXmed))
TRIXmedslope = (TRIXmed-TRIXmed[2])/2

//Long
lengthTRIXlong = input(100, minval=1)
TRIXlong = 10000* change(ema(ema(ema(log(close), lengthTRIXlong), lengthTRIXlong), lengthTRIXlong))
TRIXlongslopept = (TRIXlong-TRIXlong[2])/2 //Point Slope
TRIXlongslopeLT = (TRIXlong-TRIXlong[10])/10 //Long Term Slope

//TRIX 10
lengthTRIX10 = input(10, minval=1)
TRIX10 = 10000* change(ema(ema(ema(log(close), lengthTRIX10), lengthTRIX10), lengthTRIX10))
TRIX10slope = (TRIX10-TRIX10[2])/2

//TRIX 30
lengthTRIX30 = input(30, minval=1)
TRIX30 = 10000* change(ema(ema(ema(log(close), lengthTRIX30), lengthTRIX30), lengthTRIX30))
TRIX30slope = (TRIX30-TRIX30[2])/2

//TRIX 40
lengthTRIX40 = input(40, minval=1)
TRIX40 = 10000* change(ema(ema(ema(log(close), lengthTRIX40), lengthTRIX40), lengthTRIX40))
TRIX40slope = (TRIX40-TRIX40[2])/2

//TRIX 50
lengthTRIX50 = input(50, minval=1)
TRIX50 = 10000* change(ema(ema(ema(log(close), lengthTRIX50), lengthTRIX50), lengthTRIX50))
TRIX50slope = (TRIX50-TRIX50[2])/2

//TRIX 80
lengthTRIX80 = input(80, minval=1)
TRIX80 = 10000* change(ema(ema(ema(log(close), lengthTRIX80), lengthTRIX80), lengthTRIX80))
TRIX80slope = (TRIX80-TRIX80[2])/2


////////////////////////////////////AWESOME OSCILLATOR/////////////////////////////////////
//Short
lengthAO1short=input(34,minval=1)
lengthAO2short=input(7,minval=1)
AOshortp1 = sma(hl2, lengthAO2short)
AOshortp2 = sma(hl2, lengthAO1short)
AOshort = 0.0
AOshort := AOshortp1 - AOshortp2
AOshortper = AOshort/close*100

//Medium
lengthAO1med=input(40,minval=1)
lengthAO2med=input(20,minval=1)
AOmed=0.0
AOmed := sma((high+low)/2, lengthAO1med) - sma((high+low/2), lengthAO2med)

//Long
lengthAO1long=input(200,minval=1)
lengthAO2long=input(50,minval=1)
AOlong=0.0
AOlong := sma((high+low)/2, lengthAO1long) - sma((high+low/2), lengthAO2long)
//reversalptAO is AOlong > AOlong[1] and AOlong[1]<AOlong[2]


/////////////////////////////////////////OBV & PVT//////////////////////////////////////////
//TEMPLATE - BW Length ###
// butOBVPVT = cf21BW*(xOBVPVT+2*nz(xOBVPVT[1])+nz(xOBVPVT[2]))+cf22BW*nz(butxOBVPVT[1])+cf23BW*nz(butxOBVPVT[2])
// slopeOBVPVT = butOBVPVT - butOBVPVT[5]

//CONSTANTS
OBVPVT = volume * (close - (close[1]))
xOBVPVT = cum(OBVPVT)


/////////////////////////////////ACCUMULATION/DISTRIBUTION//////////////////////////////////
//CONSTANTS
// ACDST = cum(close==high and close==low or high==low ? 0 : ((2*close-low-high)/(high-low))*volume)

//TEMPLATE
// ACDST BWLength ##
// butACDST=cf21BW*(ACDST+2*nz(ACDST[1])+nz(ACDST[2]))+cf22BW*nz(butACDST[1])+cf23BW*nz(butACDST[2])
// slopeACDST2 = butACDST - butACDST[5]


/////////////////////////////////////CHAIKIN OSCILLATOR/////////////////////////////////////
//TEMPLATE
//(Short, Long, BW) - (###, ###, ###)
// fastlenChOsc = input(3,minval=1)
// slowlenChOsc = input(10,minval=1)
// chOscshort10 = ema(accdist, fastlenChOsc) - ema(accdist, slowlenChOsc)
// //BW Chaikin Oscillator - Length BW = 1
// butchOsc = 0.0
// butchOsc := cf21BW1*(chOscshort+2*nz(chOsc[1])+nz(chOsc[2]))+cf22BW1*nz(butchOsc[1])+cf23BW1*nz(butchOsc[2])
// //BW Chaikin Osc Slope Analysis
// slopechOsc = nz(butchOsc[1]) - nz(butchOsc[2]) - (nz(butchOsc[2]) - nz(butchOsc[3]) ) > 0
// slopechOsc2 = (butchOsc - butchOsc[2])/2

//Short
fastlenshortChOsc = input(5,minval=1)
slowlenshortChOsc = input(10,minval=1)
chOscshort = ema(accdist, fastlenshortChOsc) - ema(accdist, slowlenshortChOsc)
//BW Chaikin Oscillator - Length BW = 1
butchOscshort = 0.0
butchOscshort := cf21BW1*(chOscshort+2*nz(chOscshort[1])+nz(chOscshort[2]))+cf22BW1*nz(butchOscshort[1])+cf23BW1*nz(butchOscshort[2])
//BW Chaikin Osc Slope Analysis
slopechOscshort = nz(butchOscshort[1]) - nz(butchOscshort[2]) - (nz(butchOscshort[2]) - nz(butchOscshort[3]) ) > 0
slopechOscshort2 = (butchOscshort - butchOscshort[2])/2

//Medium


//Large

//(10, 100, 1)
fastlenChOsc101001 = input(10,minval=1)
slowlenChOsc101001 = input(100,minval=1)
chOsc101001 = ema(accdist, fastlenChOsc101001) - ema(accdist, slowlenChOsc101001)
// BW Chaikin Oscillator - Length BW = 1
butchOsc101001 = 0.0
butchOsc101001 := cf21BW1*(chOsc101001+2*nz(chOsc101001[1])+nz(chOsc101001[2]))+cf22BW1*nz(butchOsc101001[1])+cf23BW1*nz(butchOsc101001[2])
// BW Chaikin Osc Slope Analysis
slopechOsc101001 = nz(butchOsc101001[1]) - nz(butchOsc101001[2]) - (nz(butchOsc101001[2]) - nz(butchOsc101001[3]) ) > 0
slopechOsc1010012 = (butchOsc101001 - butchOsc101001[2])/2

//(20, 40, 20)
fastlenChOsc204020 = input(20,minval=1)
slowlenChOsc204020 = input(40,minval=1)
chOsc204020 = ema(accdist, fastlenChOsc204020) - ema(accdist, slowlenChOsc204020)
// BW Chaikin Oscillator - Length BW = 20
butchOsc204020 = 0.0
butchOsc204020 := cf21BW20*(chOsc204020+2*nz(chOsc204020[1])+nz(chOsc204020[2]))+cf22BW20*nz(butchOsc204020[1])+cf23BW20*nz(butchOsc204020[2])
// BW Chaikin Osc Slope Analysis
slopechOsc204020 = nz(butchOsc204020[1]) - nz(butchOsc204020[2]) - (nz(butchOsc204020[2]) - nz(butchOsc204020[3]) ) > 0
slopechOsc2040202 = (butchOsc204020 - butchOsc204020[2])/2


/////////////////////////////////ADVANCE CHAIKIN MONEY FLOW/////////////////////////////////
// //CONSTANTS
// srcACMF=input(hlc3)
// mvsACMF = input(false, "Factor in Price (Money Volume)")
// trlACMF = min(low,close[1])
// trhACMF = max(high,close[1])

// //TEMPLATE
// lenACMF = input(20, minval=1)
// eACMF = input(10.0, minval=1) //Volume Exponent - (0-10 reduces & 10+ increases volume effect)
// wvACMF = pow(volume,eACMF/10.0)*(mvsACMF ? srcACMF : 1)
// adACMF = (trhACMF==trlACMF ? 0 : (2*close-(trhACMF+trlACMF))/tr(true))*wvACMF
// cmACMF = sum(adACMF, lenACMF)/sum(wvACMF, lenACMF)
// butACMF = 0.0
// butACMF := cf21BW*(ACMF+2*nz(ACMF[1])+nz(ACMF[2]))+cf22BW*nz(butACMF[1])+cf23BW*nz(butACMF[2])
// slopeACMF2 = butACMF - butACMF[5]


//Short


//Medium


//Large


/////////////////////////////////////////VOLATILITY//////////////////////////////////////////
//TEMPLATE
// lenVolt = input(10, minval=1)
// volATR = atr(lenVolt)
// volRes = ((lenVolt - 1) * nz(volRes[1], 0) + volATR) / lenVolt
// slopevolRes = volRes - volRes[5]

//Short


//Medium


//Large


//////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////

//////////////////////////////////////////////////////////////////////////////////////////////////////
/////////////////***************************MOVING AVERAGES***************************////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////

//McGinley Dynamic
lengthMGD = input(14, minval=1)
mgd = 0.0
mgd := na(mgd[1]) ? ema(source, lengthMGD) : mgd[1] + (source - mgd[1]) / (lengthMGD * pow(source/mgd[1], 4))

//TEMA
lengthTEMA = input(9, minval=1)
ema1 = ema(close, lengthTEMA)
ema2 = ema(ema1, lengthTEMA)
ema3 = ema(ema2, lengthTEMA)
outTEMA = 3 * (ema1 - ema2) + ema3

//LSMA
lengthLSMA = input(title="Length",  defval=15)
offsetLSMA = input(title="Offset",  defval=0)
LSMA = linreg(source, lengthLSMA, offsetLSMA)

//SMAs
len10 = input(10,minval=1)
len20 = input(20,minval=1)
len50 = input(50,minval=1)
len100 = input(100,minval=1)
len200 = input(200,minval=1)
MA10 = sma(source,len10)
MA20 = sma(source,len20)
MA50 = sma(source,len50)
MA100 = sma(source,len100)
MA200 = sma(source,len200)

//MA Calculations
LSTEMAdiff= abs(LSMA-outTEMA)
LSTEMApercentdiff=(abs(outTEMA-LSMA)/outTEMA)*100


////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////




////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
////**************************************************************CASES****************************************************************/////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////

//////////////////////////////////////////////////////////////////////////////////////////////////////
/////////////////*************************OLD BUY CASES*************************//////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////

//GIVE ALL THESE CASES DESCRIPTIONS w/ L/M/S TREND CLASSIFICATION//

///////////////////////////////BUY CASES////////////////////////////////

//*******************************************************************************************************************//
//************************************Use OC2 in conjunction with OC1************************************************//
//*******************************************************************************************************************//

//*************Carry Over 1 - OC1 (Previously Buy 1B): Downtrend Oscillations captured by ROC, RSI, MACD*************//
//**********************************//
// ROCshort(9, BW1)
// RSI(14)
// StochRSI(3, 3, 14, 14)
// ChandeMOshort(9, BW1)
// MACDdef(12, 26, 9)
// VI(14)
//**********************************//
if (ROCshort <= 0.0 and butRSI <= 49.00 and kshort <= 20.00 and dshort <= 20.00 and histdef<0.0 and MACDdef<0.0 and signaldef<0.0 and chandeMOshort<0.0 and VIP14<VIM14 and VIM14<VIM14[1])
    strategy.entry("OC1", longcases ? (STcases ? (aOC1 ? strategy.long : na) : na) : na, stop=lowerbb,comment="OC1")
else
    strategy.cancel(id="OC1")
OC1= ROCshort <= 0.0 and RSI <= 40.00 and RSI >= 25.00 and kshort <= 20.00 and dshort <= 20.00 and histdef<0.0 and MACDdef<0.0 and signaldef<0.0 and chandeMOshort<0.0 and VIP14<VIM14 and VIM14<VIM14[1]
plotshape(longcasesplot ? (STcasesplot ? (aOC1p ? OC1 : na) : na) : na, color=#FF00FF, text='OC1')

//*************Carry Over 2 - OC2 (Previously Buy 10): Less Frequent OC1; to be used as support for each other*************//
//**********************************//
// ROCshort(9, BW1)
// RSI(14)
// StochRSI(3, 3, 14, 14)
// ChandeMOshort(9, BW1)
// MACDdef(12, 26, 9)
// VI(14)
// Bollinger Bands(20, 2.5)
// TEMA(9)
//**********************************//
if (ROCshort<0.0 and RSI <= 35.00 and (kshort <= 10.00 or dshort <= 10.00) and histdef<0.0 and MACDdef<0.0 and signaldef<0.0 and chandeMOshort < 0.0 and chandeMOshort[1]<chandeMOshort and LSTEMAdiff[1]>LSTEMAdiff and VIP14 < VIM14  and percentGapBB > 5.50)
    strategy.entry("OC2", longcases ? (STcases ? (aOC2 ? strategy.long : na) : na) : na, stop=lowerbb,comment="OC2")
else
    strategy.cancel(id="OC2")
OC2 = ROCshort<0.0 and RSI <= 35.00 and (kshort <= 10.00 or dshort <= 10.00) and histdef<0.0 and MACDdef<0.0 and signaldef<0.0 and chandeMOshort < 0.0 and chandeMOshort[1]<chandeMOshort and LSTEMAdiff[1]>LSTEMAdiff and VIP14 < VIM14  and percentGapBB > 5.50
plotshape(longcasesplot ? (STcasesplot ? (aOC2p ? OC2 : na) : na) : na, color=#FF00FF, text='OC2')

//*******************************************************************************************************************//
//*******************************************************************************************************************//
//*******************************************************************************************************************//

/////////////////////////CLOSE BUY CASES////////////////////////////////

strategy.close("OC1", when = (kshort>75 or dshort>75))
strategy.close("OC2", when = (kshort>75 or dshort>75))


//////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////*************************SHORT TRENDS*************************//////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////

///////////////////////////////TEMPLATE/////////////////////////////////

//# - Short Trend Buy #: 
//if ()
//    strategy.entry("STB#", strategy.long, stop=lowerbb,comment="STB#")
//else
//    strategy.cancel(id="STB#")
//STB# = 
//plotshape(STB#, color=green, text='STB#') 


///////////////////////////////BUY CASES////////////////////////////////

//*************1 - Short Trend Buy 1: Chaikin Oscillator Reversal with TRIX5 Support*************//
//-----Completed; refer to Algorithm Development excel sheet, tab Case Documentation for further details-----//
//**********************************//
// Chaikin Oscillator(5, 10, BW1)
// TRIX(5)
//**********************************//
if ((slopechOscshort2>0.0 and slopechOscshort2[1]<0.0 and TRIXshortslope > 0.0 and TRIXshort < 0.0) or (slopechOscshort2>0.0 and TRIXshortslope > 0.0 and TRIXshortslope[1] < 0.0 and TRIXshort < 0.0))
    strategy.entry("STB1", longcases ? (STcases ? (aST1 ? strategy.long : na) : na) : na, stop=lowerbb,comment="STB1")
else
    strategy.cancel(id="STB1")
STB1 = ((slopechOscshort2>0.0 and slopechOscshort2[1]<0.0 and TRIXshortslope > 0.0 and TRIXshort < 0.0) or (slopechOscshort2>0.0 and TRIXshortslope > 0.0 and TRIXshortslope[1] < 0.0 and TRIXshort < 0.0))
plotshape(longcasesplot ? (STcasesplot ? (aST1p ? STB1 : na) : na) : na, location.belowbar, color=green, text='STB1')


//*************2 - Short Trend Buy 2: MACD Reversal with ROC/CMO Support*************//
//-----Completed; refer to Algorithm Development excel sheet, tab Case Documentation for further details-----//
//**********************************//
// ROC(9, BW1)
// ChandeMO(9, BW1)
// MACD(12, 26, 9)
//**********************************//
if ((butROCshort[1]<0.0 or butCMOshort[1]<0.0) and ((slopeROCshort2>0.0 and slopeROCshort2[1]<0.0) or (slopeCMOshort2>0.0 and slopeCMOshort2[1]<0.0)) and MACDdef < signaldef and BWpercentGapMACDdef[1]>BWpercentGapMACDdef)
    strategy.entry("STB2", longcases ? (STcases ? (aST2 ? strategy.long : na) : na) : na, stop=lowerbb,comment="STB2")
else
    strategy.cancel(id="STB2")
STB2 = ((butROCshort[1]<0.0 or butCMOshort[1]<0.0) and ((slopeROCshort2>0.0 and slopeROCshort2[1]<0.0) or (slopeCMOshort2>0.0 and slopeCMOshort2[1]<0.0)) and MACDdef < signaldef and BWpercentGapMACDdef[1]>BWpercentGapMACDdef)
plotshape(longcasesplot ? (STcasesplot ? (aST2p ? STB2 : na) : na) : na, color=green, text='STB2') 


/////////////////////////CLOSE BUY CASES////////////////////////////////

//**********************************STB1***********************************//
if (TRIXshortslope > 0.0 and TRIX10slope < 0.0)
    strategy.close("STB1", when = (TRIXshortslope < 0.0))
else 
    if (TRIXshortslope > 0.0 and TRIX10slope > 0.0)
        strategy.close("STB1", when = (TRIX10slope<0.0))
    else 
        strategy.close("STB1", when = (TRIXshortslope<0.0))
        
//**********************************STB2***********************************//
strategy.close("STB2", when = (kshort>90 or (slopeRSIpt < 0.0 and kshort > 75.0)))

//**********************************STB3***********************************//
//strategy.close("STB3", when = ())


//////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////

//////////////////////////////////////////////////////////////////////////////////////////////////////
/////////////////*************************MEDIUM TRENDS*************************//////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////

///////////////////////////////TEMPLATE/////////////////////////////////

//# - Medium Trend Buy #: 
//if ()
//    strategy.entry("MTB#", strategy.long, stop=lowerbb,comment="MTB#")
//else
//    strategy.cancel(id="MTB#")
//MTB# = 
//plotshape(MTB#, color=green, text='MTB#') 


///////////////////////////////BUY CASES////////////////////////////////

//*************3 - Medium Trend Buy 3: Vortex Indicator Oscillations on Uptrends*************//
//-----Completed; refer to Algorithm Development excel sheet, tab Case Documentation for further details-----//
//**********************************//
// VI(20, BW10)
//**********************************//
if (VIP20<VIM20 and slopeVIM202[1]>0.0 and slopeVIP202>0.0) //and BWpercentGapVI20 > ##
    strategy.entry("MTB3", longcases ? (MTcases ? (aMT3 ? strategy.long : na) : na) : na, stop=lowerbb,comment="MTB3")
else
    if (VIP20<VIM20 and slopeVIM202[2]>0.0 and slopeVIP202>0.0)
        strategy.entry("MTB3", longcases ? (MTcases ? (aMT3 ? strategy.long : na) : na) : na, stop=lowerbb,comment="MTB3")
    else
        strategy.cancel(id="MTB3")
MTB3 = (VIP20<VIM20 and (slopeVIM202[1]>0.0 or slopeVIM202[2]>0.0) and slopeVIP202>0.0)// and BWpercentGapVI20 > 5.0)
plotshape(longcasesplot ? (MTcasesplot ? (aMT3p ? MTB3 : na) : na) : na, color=red, text='MTB3')


//*************4 - Medium Trend Buy 4: MACD Crossover*************//
//-----Completed; refer to Algorithm Development excel sheet, tab Case Documentation for further development-----//
//**********************************//
// MACD Long - (50, 100, 20)
// Choppiness - (50, BW20)
// BW MACD Long - BW40
//**********************************//
if (MACDlong < 0.0 and MACDlong[1]<signallong[1] and MACDlong>signallong and butChoppiness50<53.0 and TRIX40slope>0.0)// and butChoppiness50<50.0)
    strategy.entry("MTB4", longcases ? (MTcases ? (aMT4 ? strategy.long : na) : na) : na, stop=lowerbb,comment="MTB4")
else
    strategy.cancel(id="MTB4")
MTB4 = MACDlong < 0.0 and MACDlong[1]<signallong[1] and MACDlong>signallong and butChoppiness50<50.0 and TRIX40slope>0.0
plotshape(longcasesplot ? (MTcasesplot ? (aMT4p ? MTB4 : na) : na) : na, color=blue, text='MTB4')


//////////IDEAS//////////
// //5 - Medium Trend Buy 5: ADX & DI
// if (ADXslopelongpt > 0.0 and slopeDIPlong2 > 0.0)
//     strategy.entry("MTB4", strategy.long, stop=lowerbb,comment="MTB5")
// else
//     strategy.cancel(id="MTB4")
// MTB5 = ADXslopelongpt > 0.0 and slopeDIPlong2 > 0.0
// plotshape(MTB5, color=red, text='MTB5')


/////////////////////////CLOSE BUY CASES////////////////////////////////

strategy.close("MTB3", when = (butVIP20>butVIM20 and slopeVIP202 < 0.0))
strategy.close("MTB4", when = (slopechOsc2040202[1]>0.0 and slopechOsc2040202<0.0 and chOsc204020>0.0))
//strategy.close("MTB5", when = (slopeDIPlong2<0.0))

//OLD//
//strategy.close("MTB4", when = (signallong >0.0 and signallong[1] < MACDlong [1] and signallong > MACDlong))


//////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////


//////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////*************************LONG TRENDS*************************///////////////////////
//////////////////////////////////////////////////////////////////////////////////////////////////////

///////////////////////////////TEMPLATE/////////////////////////////////

//# - Long Trend Buy #: 
//if ()
//    strategy.entry("LTB#", strategy.long, stop=lowerbb,comment="LTB#")
//else
//    strategy.cancel(id="LTB#")
//LTB# = 
//plotshape(LTB1, color=green, text='LTB#') 


///////////////////////////////BUY CASES////////////////////////////////

//*************1 - Long Trend Buy 1: Coppock Curve Bottom*************//
//**********************************//
// Coppock Curve - (200, 200, 100)
// KEEP eye on Choppiness(200, BW100) - upward slope means no solid trend
//**********************************//
//-----Completed; refer to Algorithm Development excel sheet, tab Case Documentation for further development-----//
if (curvelongslope2pt>0.0 and curvelongslope2pt[2]<0.0 and curvelong < 0.0)
    strategy.entry("LTB1", longcases ? (LTcases ? (aLT1 ? strategy.long : na) : na) : na, stop=lowerbb,comment="LTB1")
else
    strategy.cancel(id="LTB1")
LTB1 = curvelongslope2pt>0.0 and curvelongslope2pt[1]<0.0 and curvelong < 0.0
plotshape(longcasesplot ? (MTcasesplot ? (aLT1p ? LTB1 : na) : na) : na , color=blue, text='LTB1')


/////////IDEAS//////////

//3 - Long Trend Buy 1: ROC Reversal
//ROC Reversal with low ROC
//ROC Slope
//BW VI and DI Percent Gap
//DIP. DIM, VIP, VIM comparisons

//4
//ROC Reversal where DIP > DIM
//BW VI and DI Percent Gap
//DIP. DIM, VIP, VIM comparisons

//5 - Long Trend Buy 1: ADX Led LT Buy
//ADX slope reversal
//DI percent gap decrease
//DIP > DIM 
//CC bottom out curve barssince
//TRIX barssince cross over baseline

//6 TRIX100 slope pos and negtaive start with CC curve sell (50, 50, 20)


/////////////////////////CLOSE BUY CASES////////////////////////////////

strategy.close("LTB1", when = (curvelongslope2pt < 0.0 and curvelongslope2pt[1] > 0.0))


////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////



////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////********************************SHORTING CASES********************************////////////////////////////////////
////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////

///////////////////////BUY SHORTING CASES///////////////////////////////

//if (RSI>=70 and (k >= 80.0 or d>=80.0))
//    strategy.entry("Sell", strategy.short, stop=upperbb,comment="Sell")
//else
//    strategy.cancel(id="Sell")


//2 - Medium Trend Buy 2 works better as a Shorting Case?
if (butDIPmed[1]<butDIMmed[1] and butDIPmed>butDIMmed and slopeADXmed2>0.0 and butROCmed < 0.0)
    strategy.entry("SC1", shortcases ? (aSC1 ? strategy.short : na) : na, stop=lowerbb,comment="SC1")
else
    strategy.cancel(id="SC1")
SC1 = butDIPmed[1]<butDIMmed[1] and butDIPmed>butDIMmed and slopeADXmed2>0.0 and butROCmed < 0.0
plotshape(shortcasesplot ? (aSC1 ? SC1 : na) : na, color=red, text='SC1')



//*************2 - Shorting Short Trend Case 1: AO Crossover*************//
//**********************************//
// AO(34, 7)
// StochRSI(3,3,14,14)
// ROC(9)
// CMO(9)
//**********************************//
//Shorting Case 2 - AO Crossover Margin
if ((AOshortper>-0.80 and AOshortper<0.80) and AOshort[1]<AOshort and kshort>80.0 and dshort>80.0 and ROCshort>0.0 and chandeMOshort>0.0)
    strategy.entry("SC2", shortcases ? (aSC2 ? strategy.short : na) : na, stop=lowerbb,comment="SC2")
else
    strategy.cancel(id="SC2")
SC2 = AOshortper>-0.80 and AOshortper<0.80 and AOshort[1]<AOshort and kshort>80.0 and dshort>80.0 and ROCshort>0.0 and chandeMOshort>0.0
plotshape(shortcasesplot ? (aSC2 ? SC2 : na) : na, color=#cfb53b, text='SC2')
//#cfb53b



//*************3 - Shorting Short Trend Case 2: AO Peak Reversal*************//
//**********************************//
// AO(34, 7)
// StochRSI(3,3,14,14)
// ROC(9)
// CMO(9)
//**********************************//
if (AOshortper>2.0 and AOshort[1]>AOshort and (kshort>80.0 or dshort>80.0) and ROCshort>0.0 and chandeMOshort>0.0)
    strategy.entry("SC3", shortcases ? (aSC3 ? strategy.short : na) : na, stop=lowerbb,comment="SC3")
else
    strategy.cancel(id="SC3")
SC3 = AOshortper>2.0 and AOshort[1]>AOshort and (kshort>80.0 or dshort>80.0) and ROCshort>0.0 and chandeMOshort>0.0
plotshape(shortcasesplot ? (aSC3 ? SC3 : na) : na, color=#ff8c00, text='SC3')


/////////////////////CLOSE SHORTING CASES///////////////////////////////
strategy.close("SC1", when = (kshort<=20 or dshort<=20))
strategy.close("SC2", when = (kshort<=13 or dshort<=13))
strategy.close("SC3", when = (kshort<=13 or dshort<=13))