ChaoZhang
Overview
This is an Ichimoku Kinko Hyo indicator based long-only stock trading strategy. The strategy utilizes the basic principles of Ichimoku to determine entries and exits.
Strategy Logic
The strategy first calculates the components of Ichimoku, including Tenkan-Sen, Kijun-Sen, Senkou Span A, and Senkou Span B.
Long entry if the following conditions are met:
- Tenkan cross above Kijun, indicating short term MA cross above long term MA, which is a golden cross signal
- Price above Kumo cloud, indicating the price finds support and starts to rise
- Future Kumo is red, indicating future trend is up
- Price distance from Tenkan < 2 x ATR, indicating price is not overextended for chase strategy
- Price distance from Kijun < 3 x ATR, indicating price is not overextended for chase strategy
- Tenkan and Kijun above Kumo cloud, indicating Ichimoku trend is up
Exit if the following conditions are met: - Tenkan cross below Kijun, indicating dead cross - Price penetration Kumo cloud, indicating loss of support - Profit > 30%, implementing profit taking strategy - Loss > 3%, implementing stop loss strategy
Advantage Analysis
- Utilize Ichimoku to determine price trend with high accuracy
- Incorporate ATR to control chasing, avoiding overbought and oversold
- Filter signals with multiple confirmations, avoiding false signals
- Add-on strategy could accelerate profit
Risk Analysis
- Ichimoku signals could lag, requiring confirmations from other indicators
- Wrong ATR parameters could lead to overbought and oversold
- Add-on strategy could increase loss risk
- Parameters need to be tuned manually for different stocks
Optimization Directions
- Incorporate other indicators like MACD, KDJ for signal confirmation
- Increase profit taking level, decrease stop loss level
- Auto tune ATR parameters based on historical data
- Research parameter differences for various sectors, build parameter pool
Summary
This is a very practical stock trading strategy, utilizing Ichimoku for trend and ATR for risk control, profiting from chase strategy with stop loss. The advantages are obvious. Further optimizations on parameters and combining indicators would make it even better for live trading.
/*backtest
start: 2022-12-05 00:00:00
end: 2023-12-11 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/
// Author Obarut
//@version=5
strategy("İchimoku Strategy With Money Management",overlay=true)
//Inputs
ts_period = input.int(9, minval=1, title="Tenkan-Sen Period")
ks_period = input.int(26, minval=1, title="Kijun-Sen Period")
ssb_period = input.int(52, minval=1, title="Senkou-Span B Period")
cs_offset = input.int(26, minval=1, title="Chikou-Span Offset")
ss_offset = input.int(26, minval=1, title="Senkou-Span Offset")
// Back Testing Period
fromday = input.int(defval=1,title="Start Date",minval=1,maxval=31)
frommonth = input.int(defval=1,title="Start Month",minval=1,maxval=12)
fromyear = input.int(defval=1980,title="Start Year",minval=1800, maxval=2100)
today = input.int(defval=1,title="En Date",minval=1,maxval=31)
tomonth = input.int(defval=1,title="End Month",minval=1,maxval=12)
toyear =input.int(defval=2100,title="End Year",minval=1800,maxval=2200)
start=timestamp(fromyear,frommonth,fromday,00,00)
finish=timestamp(toyear,tomonth,today,00,00)
timewindow= time>=start and time<=finish
middle(len) => math.avg(ta.lowest(len), ta.highest(len))
// Ichimoku Components
tenkan = middle(ts_period)
kijun = middle(ks_period)
senkouA = math.avg(tenkan, kijun)
senkouB = middle(ssb_period)
atr = ta.atr(14)
ss_above = math.max(senkouA[ss_offset-1], senkouB[ss_offset-1])
ss_below = math.min(senkouA[ss_offset-1], senkouB[ss_offset-1])
// Price Distance From Tenkan
distance = close - tenkan
// Price Distance from Kijun
distancek = close - kijun
// Entry/Exit Signals
tk_cross_kijun_bull = tenkan >= kijun
tk_cross_kijun_bear = tenkan <= kijun
cs_cross_bull = ta.mom(close, cs_offset-1) > 0
cs_cross_bear = ta.mom(close, cs_offset-1) < 0
price_above_kumo = close > ss_above
pbsenkA = close < ss_above
pasenkB = close > ss_below
price_below_kumo = close < ss_above
future_kumo_bull = senkouA > senkouB
future_kumo_bear = senkouA < senkouB
// Price Distance From Tenken
disbull = distance < 2*atr
//Price Distance From Kijun
disbullk = distancek < 3*atr
//Price Above Tenkan Condition
patk = close > tenkan
// Kijun Above Senkou Span Condition
kjasenkA = kijun > ss_above
// Price Below Kijun Condition
pbkijun = close < kijun
//Bullish Condition
bullish= tk_cross_kijun_bull and cs_cross_bull and price_above_kumo and future_kumo_bull and patk and disbull and disbullk
and (tenkan>ss_above) and (kijun>ss_above)
if(bullish and timewindow )
strategy.entry("Long Entry", strategy.long)
// Bearish Condition
bearish=tk_cross_kijun_bear and pbsenkA and cs_cross_bear
or pbkijun or price_below_kumo
lastentryprice = strategy.opentrades.entry_price(strategy.opentrades - 1)
// Take Profit or Stop Loss in Bearish
if(bearish and timewindow or (close>1.30*lastentryprice and close<kijun ) or (close< 0.93*lastentryprice))
strategy.close("Long Entry")
if(time>finish)
strategy.close_all("time up")
plot(tenkan, color=#0496ff, title="Tenkan-Sen")
plot(kijun, color=#991515, title="Kijun-Sen")
plot(close, offset=-cs_offset+1, color=#2e640e, title="Chikou-Span")
sa=plot(senkouA, offset=ss_offset-1, color=color.rgb(17, 122, 21), title="Senkou-Span A")
sb=plot(senkouB, offset=ss_offset-1, color=color.rgb(88, 8, 8), title="Senkou-Span B")
fill(sa, sb, color = senkouA > senkouB ? color.rgb(198, 234, 198) : color.rgb(208, 153, 153), title="Cloud color")