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基于快速RSI和K线颜色的反转策略Reversal-Strategy-Based-on-Fast-RSI-and-Candlestick-Colors

ChaoZhang · PineScript · Mean Reversion · 2023-09-13 17:24:54

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Overview

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This strategy is named "Reversal Strategy Based on Fast RSI and Candlestick Colors". It uses the fast RSI to judge overbought/oversold levels and candlestick colors to determine trend direction, entering reversal trades when both give concurring signals. The fast RSI has smaller parameters and can more quickly detect price overbought/oversold conditions. RSI below 30 suggests oversold state, while above 70 is overbought. Candlestick colors show white prices closing near open, green represents rising and red flags falling prices. The trading logic is: When fast RSI shows oversold and 4 consecutive red candles appear, it is considered a strong reversal signal for going long. When fast RSI overbought and 4 straight green candles appear, it signals a strong reversal opportunity for going short. If already holding long positions, exit when 1 green candle appears. If holding short positions, exit when 1 red candle appears. The advantage of this strategy is using indicator combos to accurately determine reversal signals. But strict money management is required due to heavy position sizing. Stop loss is also essential. In summary, reversal trading relies on indicators precisely identifying timing. Reasonable application of RSI plus candlestick information can improve strategy performance. But no single strategy is perfect. Traders still need to maintain flexible trading mindset.

Parameters

ParametersDefaultDescription
v_input_1trueLong
v_input_2trueShort
v_input_35leverage
v_input_4trueOnly Profit
v_input_57Fast RSI Period
v_input_630RSI limit
v_input_7_close0RSI Price: close
v_input_8trueRSI Bars
v_input_94Color Bars
v_input_101900From Year
v_input_112100To Year
v_input_12trueFrom Month
v_input_1312To Month
v_input_14trueFrom day
v_input_1531To day
Source code (71 lines)
/*backtest
start: 2022-09-06 00:00:00
end: 2023-01-20 00:00:00
period: 4d
basePeriod: 1d
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//Noro
//2018

//@version=2
strategy(title = "Noro's Hundred Strategy v1.0", shorttitle = "Hundred str 1.0", overlay = true, default_qty_type = strategy.percent_of_equity, default_qty_value = 100, pyramiding = 0)

//Settings
needlong = input(true, defval = true, title = "Long")
needshort = input(true, defval = true, title = "Short")
lev = input(5, defval = 5, minval = 1, maxval = 100, title = "leverage")
onlyprofit = input(true, defval = true, title = "Only Profit")
fast = input(7, defval = 7, minval = 2, maxval = 50, title = "Fast RSI Period")
limit = input(30, defval = 30, minval = 1, maxval = 100, title = "RSI limit")
rsisrc = input(close, defval = close, title = "RSI Price")
rsibars = input(1, defval = 1, minval = 1, maxval = 20, title = "RSI Bars")
cbars = input(4, defval = 4, minval = 1, maxval = 20, title = "Color Bars")
fromyear = input(1900, defval = 1900, minval = 1900, maxval = 2100, title = "From Year")
toyear = input(2100, defval = 2100, minval = 1900, maxval = 2100, title = "To Year")
frommonth = input(01, defval = 01, minval = 01, maxval = 12, title = "From Month")
tomonth = input(12, defval = 12, minval = 01, maxval = 12, title = "To Month")
fromday = input(01, defval = 01, minval = 01, maxval = 31, title = "From day")
today = input(31, defval = 31, minval = 01, maxval = 31, title = "To day")

//Fast RSI
fastup = rma(max(change(rsisrc), 0), fast)
fastdown = rma(-min(change(rsisrc), 0), fast)
fastrsi = fastdown == 0 ? 100 : fastup == 0 ? 0 : 100 - (100 / (1 + fastup / fastdown))

//Limits
bar = close > open ? 1 : close < open ? -1 : 0
uplimit = 100 - limit
dnlimit = limit

//RSI Bars
upsignal = fastrsi > uplimit ? 1 : 0
dnsignal = fastrsi < dnlimit ? 1 : 0
uprsi = sma(upsignal, rsibars) == 1
dnrsi = sma(dnsignal, rsibars) == 1

//Signals
long = strategy.position_size >= 0
short = strategy.position_size <= 0
up = sma(bar, cbars) == -1 and long and dnrsi
dn = sma(bar, cbars) == 1 and short and uprsi
profit = (strategy.position_size > 0 and close > strategy.position_avg_price) or (strategy.position_size < 0 and close < strategy.position_avg_price) or onlyprofit == false
exit = ((strategy.position_size > 0 and bar == 1) or (strategy.position_size < 0 and bar == -1)) and profit
lot = strategy.position_size == 0 ? strategy.equity / close * lev : lot[1]

//Trading
if up
    if strategy.position_size < 0
        strategy.close_all()
        
    strategy.entry("Long", strategy.long, needlong == false ? 0 : lot)

if dn
    if strategy.position_size > 0
        strategy.close_all()
        
    strategy.entry("Short", strategy.short, needshort == false ? 0 : lot)
    
if time > timestamp(toyear, tomonth, today, 23, 59) or exit
    strategy.close_all()