多因子交易系统

该指标是一个多功能的技术分析工具，结合了以下核心模块：线性回归通道：通过计算不同周期（短期、中期、长期）的线性回归通道，识别价格趋势和关键价格水平。

范围检测：基于加权移动平均和自适应 ATR 检测价格横盘整理区域。

支撑阻力识别：通过摆动点和线性回归通道的上下轨自动识别关键支撑和阻力位，并存储在矩阵中。
交易信号生成：结合通道突破、范围突破和支撑阻力突破生成多头/空头信号，并通过成交量过滤和冷却期机制优化信号质量。

可视化：提供丰富的图形化输出，包括通道线、关键位线、范围框、信号标记和仪表盘。

警报系统：为突破、回踩、关键位触及等事件设置了多种警报条件。

指标的目标是帮助交易者识别趋势、横盘、关键价格水平，并提供可操作的交易信号，适合日内交易、波段交易等多种场景。


This indicator is a multifunctional technical analysis tool that combines the following core modules: Linear Regression Channel: By calculating the linear regression channels of different periods (short-term, medium-term, long-term), price trends and key price levels are identified.

Range detection: Based on weighted moving average and adaptive ATR, detect price sideways consolidation areas.

Support resistance identification: Key support and resistance positions are automatically identified through swing points and the upper and lower tracks of the linear regression channel, and stored in a matrix.
Trading signal generation: Combining channel breakthrough, range breakthrough, and support resistance breakthrough to generate long/short signals, and optimizing signal quality through volume filtering and cooling off mechanism.

Visualization: Provides rich graphical output, including channel lines, keylines, range boxes, signal markers, and dashboards.

Alarm system: Multiple alarm conditions are set for events such as breakthroughs, retracements, and key position touches.

The goal of the indicator is to help traders identify trends, sideways movements, key price levels, and provide actionable trading signals, suitable for various scenarios such as intraday trading and band trading.