RSI Breakout VWAP Strategy

Author: ChaoZhang, Date: 2023-09-11 14:13:35
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RSI均线突破VWAP策略

该策略将RSI指标运用于VWAP上,根据RSI指标突破阈值的方向决定做多做空方向。具体来说,当RSI指标上穿超买线时做空;当RSI指标下穿超卖区时做多。此外,策略还设置在超买超卖区连续突破一定周期后强制止损退出。

该策略的优点是同时利用RSI判断超买超卖状态和VWAP判断价格趋势方向,可以有效过滤错误信号。但也存在滞后识别趋势反转的风险。适当调整RSI参数以及连续突破的周期数值可以优化策略。

总之,RSI均线突破VWAP策略结合了多种指标以识别交易机会,但需要仔细测试与调参以适应不同市场环境。只有控制好风险,才能长期运用该策略。


/*backtest
start: 2022-09-04 00:00:00
end: 2023-09-10 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Binance","currency":"BTC_USDT"}]
*/

// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// © Mysteriown

//@version=4

strategy("RSI on VWAP Upgraded strategy", overlay=false, pyramiding = 3, commission_value = 0.04)
// pyramiding is the number of positions you can take before closing all of them (be carefull if using it with a trading bot)
// commission_value is the commission taken for each buy/sell



// ------------------------------------------ //
// ----------------- Inputs ----------------- //
// ------------------------------------------ //

length = input(20, title="RSI Length", type=input.integer)
ovrsld = input(30, "RSI Oversold level", type=input.float)
ovrbgt = input(85, "RSI Overbought level", type=input.float)
lateleave = input(28, "Number of candles", type=input.integer)
// lateleave : numbers of bars in overbought/oversold zones where the position is closed. The position is closed when this number is reached or when the zone is left (the first condition).

// best parameters BTCUSDTPERP M15 : 20 / 30 / 85 / 28


stratbull = input(title="Enter longs ?", type = input.bool, defval=true)
stratbear = input(title="Enter shorts ?", type = input.bool, defval=true)
bet = input(0.1, "Amount of coin/token by position", type=input.float)

stratyear = input(2020, title = "Strategy Start Year")
stratmonth = input(7, title = "Strategy Start Month")
stratday = input(1, title = "Strategy Start Day")
stratstart = timestamp(stratyear,stratmonth,stratday,0,0)


// ------------------------------------------ //
// ---------------- Rsi VWAP ---------------- //
// ------------------------------------------ //

rsiVWAP = rsi(vwap(close), length)


// ------------------------------------------ //
// ------------------ Plots ----------------- //
// ------------------------------------------ //

prsi = plot(rsiVWAP, color = rsiVWAP>ovrbgt ? color.red : rsiVWAP<ovrsld ? color.green : color.white, title="RSI on VWAP", linewidth=1, style=plot.style_line)
hline = plot(ovrbgt, color = color.gray, style=plot.style_line)
lline = plot(ovrsld, color = color.gray, style=plot.style_line)
fill(prsi,hline, color = rsiVWAP > ovrbgt ? color.red : na, transp = 30)
fill(prsi,lline, color = rsiVWAP < ovrsld ? color.green : na, transp = 30)


// ------------------------------------------ //
// ---------------- Positions --------------- //
// ------------------------------------------ //

if stratbull and time > stratstart
    strategy.entry("Long", true, bet, when = crossover(rsiVWAP, ovrsld), comment="")
    strategy.close("Long", when = crossover(rsiVWAP, ovrbgt)[lateleave] or crossunder(rsiVWAP, ovrbgt), comment="")

if stratbear and time > stratstart
    strategy.entry("Short", false, bet, when = crossunder(rsiVWAP, ovrbgt), comment="")
    strategy.close("Short", when = crossunder(rsiVWAP, ovrsld)[lateleave] or crossover(rsiVWAP, ovrsld), comment="")

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