203 lines
6.8 KiB
Markdown
203 lines
6.8 KiB
Markdown
|
|
> Name
|
|
|
|
基于T3和CCI指标的趋势追踪策略T3-CCI-Trend-Tracking-Strategy
|
|
|
|
> Author
|
|
|
|
ChaoZhang
|
|
|
|
> Strategy Description
|
|
|
|
|
|
|
|
[trans]
|
|
|
|
# 基于T3指标和CCI指标的趋势追踪策略
|
|
|
|
## 概述
|
|
|
|
这是一个利用T3平滑移动平均线和CCI指标实现趋势追踪的量化策略。该策略通过计算T3-CCI指标来识别趋势,并在获得双重确认信号时入市,以追踪趋势。
|
|
|
|
## 策略原理
|
|
|
|
该策略首先计算出T3平滑移动平均线和CCI指标。然后将CCI指标通过一系列滤波计算成T3-CCI指标。当T3-CCI指标上穿0轴线时产生买入信号,下穿0轴线时产生卖出信号。为了过滤假信号,该策略要求T3-CCI指标连续两个周期保持同一信号才会下单。
|
|
|
|
具体来说,该策略采用以下步骤:
|
|
|
|
1. 计算CCI指标和T3指标
|
|
2. 将CCI指标通过一系列数字滤波器转换为T3-CCI指标
|
|
3. 判断T3-CCI指标的多空状态
|
|
4. 等待两个bar的持续信号作为入市信号
|
|
|
|
## 策略优势分析
|
|
|
|
该策略具有以下优势:
|
|
|
|
1. 利用T3指标有效平滑CCI指标,过滤市场噪音
|
|
2. 采用双重确认机制,避免产生假信号
|
|
3. 追踪中长线趋势,避开短期回调
|
|
|
|
## 风险分析
|
|
|
|
该策略也存在一定的风险:
|
|
|
|
1. 在震荡行情中容易产生假信号
|
|
2. 双重确认机制可能错过短线机会
|
|
3. 大幅趋势反转时止损风险较大
|
|
|
|
对策:
|
|
|
|
1. 调整CCI和T3参数,优化指标效果
|
|
2. 可以适当缩短确认周期,或同时运行快慢参数组合
|
|
3. 采用移动止损或及时止损,控制单笔损失
|
|
|
|
## 优化方向
|
|
|
|
该策略可以从以下几个方向进行优化:
|
|
|
|
1. 调整CCI和T3参数,适应不同周期和市场
|
|
2. 增加趋势判断指标,提高信号质量
|
|
3. 基于波动率自动调整止损位置
|
|
4. 利用机器学习方法动态优化参数
|
|
|
|
## 总结
|
|
|
|
该策略整体来说是一个可靠的中长线趋势追踪策略。它利用双重确认和趋势跟踪特点控制了风险,可以作为趋势交易的基础策略。通过参数和规则优化,可以进一步提高策略表现。
|
|
|
|
||
|
|
|
|
|
|
## Overview
|
|
|
|
This is a quantitative strategy that utilizes the T3 smoothed moving average line and CCI indicator to track trends. The strategy identifies trends by calculating the T3-CCI indicator and enters the market after obtaining double confirmation signals to follow trends.
|
|
|
|
## Strategy Principle
|
|
|
|
The strategy first calculates the T3 smoothed moving average line and CCI indicator. It then converts the CCI indicator into the T3-CCI indicator through a series of filtering calculations. It generates a buy signal when the T3-CCI indicator crosses above the 0 axis and a sell signal when crossing below the 0 axis. To filter out false signals, the strategy requires the T3-CCI indicator to maintain the same signal for two consecutive periods before placing an order.
|
|
|
|
Specifically, the strategy takes the following steps:
|
|
|
|
1. Calculate the CCI indicator and T3 indicator
|
|
2. Convert the CCI indicator into the T3-CCI indicator through a series of digital filters
|
|
3. Judge the long/short state of the T3-CCI indicator
|
|
4. Wait for persistent signals over two bars as entry signals
|
|
|
|
## Advantage Analysis
|
|
|
|
The strategy has the following advantages:
|
|
|
|
1. Effectively smooths the CCI indicator using the T3 indicator to filter out market noise
|
|
2. Adopts a double confirmation mechanism to avoid false signals
|
|
3. Tracks medium-to-long-term trends and avoids short-term pullbacks
|
|
|
|
## Risk Analysis
|
|
|
|
The strategy also has some risks:
|
|
|
|
1. It is prone to generating false signals in range-bound markets
|
|
2. The double confirmation mechanism may miss short-term opportunities
|
|
3. High risk of stop loss in major trend reversals
|
|
|
|
Countermeasures:
|
|
|
|
1. Adjust CCI and T3 parameters to optimize indicator performance
|
|
2. Appropriately shorten confirmation periods or run fast/slow parameter combinations simultaneously
|
|
3. Adopt moving stop loss or timely stop loss to control single transaction loss
|
|
|
|
## Optimization Directions
|
|
|
|
The strategy can be optimized in the following directions:
|
|
|
|
1. Adjust CCI and T3 parameters to suit different cycles and markets
|
|
2. Increase trend judgment indicators to improve signal quality
|
|
3. Automatically adjust stop loss position based on volatility
|
|
4. Dynamically optimize parameters using machine learning methods
|
|
|
|
## Summary
|
|
|
|
Overall, this is a reliable medium-to-long-term trend tracking strategy. It controls risks with double confirmation and trend tracking features, and can serve as a basic trend trading strategy. Further performance improvement can be achieved through parameter and rule optimization.
|
|
|
|
[/trans]
|
|
|
|
> Strategy Arguments
|
|
|
|
|
|
|
|
|Argument|Default|Description|
|
|
|----|----|----|
|
|
|v_input_1|14|CCI_Period|
|
|
|v_input_2|5|T3_Period|
|
|
|v_input_3|0.618|b|
|
|
|v_input_4|false|Trade reverse|
|
|
|
|
|
|
> Source (PineScript)
|
|
|
|
``` pinescript
|
|
/*backtest
|
|
start: 2023-11-16 00:00:00
|
|
end: 2023-11-23 00:00:00
|
|
period: 30m
|
|
basePeriod: 15m
|
|
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
|
|
*/
|
|
|
|
//@version = 2
|
|
////////////////////////////////////////////////////////////
|
|
// Copyright by HPotter v1.0 19/12/2016
|
|
// This simple indicator gives you a lot of useful information - when to enter, when to exit
|
|
// and how to reduce risks by entering a trade on a double confirmed signal.
|
|
//
|
|
// You can use in the xPrice any series: Open, High, Low, Close, HL2, HLC3, OHLC4 and ect...
|
|
// You can change long to short in the Input Settings
|
|
// Please, use it only for learning or paper trading. Do not for real trading.
|
|
////////////////////////////////////////////////////////////
|
|
strategy(title="FX Sniper: T3-CCI Strategy", shorttitle="T3-CCI")
|
|
CCI_Period = input(14, minval=1)
|
|
T3_Period = input(5, minval=1)
|
|
b = input(0.618)
|
|
reverse = input(false, title="Trade reverse")
|
|
hline(0, color=purple, linestyle=line)
|
|
xPrice = close
|
|
b2 = b*b
|
|
b3 = b2*b
|
|
c1 = -b3
|
|
c2 = (3*(b2 + b3))
|
|
c3 = -3*(2*b2 + b + b3)
|
|
c4 = (1 + 3*b + b3 + 3*b2)
|
|
nn = iff(T3_Period < 1, 1, T3_Period)
|
|
nr = 1 + 0.5*(nn - 1)
|
|
w1 = 2 / (nr + 1)
|
|
w2 = 1 - w1
|
|
xcci = cci(xPrice, CCI_Period)
|
|
e1 = w1*xcci + w2*nz(e1[1])
|
|
e2 = w1*e1 + w2*nz(e2[1])
|
|
e3 = w1*e2 + w2*nz(e3[1])
|
|
e4 = w1*e3 + w2*nz(e4[1])
|
|
e5 = w1*e4 + w2*nz(e5[1])
|
|
e6 = w1*e5 + w2*nz(e6[1])
|
|
xccir = c1*e6 + c2*e5 + c3*e4 + c4*e3
|
|
cciHcolor = iff(xccir >= 0 , green,
|
|
iff(xccir < 0, red, black))
|
|
pos = iff(xccir > 0, 1,
|
|
iff(xccir < 0, -1, nz(pos[1], 0)))
|
|
possig = iff(reverse and pos == 1, -1,
|
|
iff(reverse and pos == -1, 1, pos))
|
|
if (possig == 1)
|
|
strategy.entry("Long", strategy.long)
|
|
if (possig == -1)
|
|
strategy.entry("Short", strategy.short)
|
|
barcolor(possig == -1 ? red: possig == 1 ? green : blue )
|
|
plot(xccir, color=blue, title="T3-CCI")
|
|
plot(xccir, color=cciHcolor, title="CCIH", style = histogram)
|
|
```
|
|
|
|
> Detail
|
|
|
|
https://www.fmz.com/strategy/433075
|
|
|
|
> Last Modified
|
|
|
|
2023-11-24 10:33:31
|