"Multiple Non-Linear Regression" 标识
指标
1 购买
版本 1.0, Dec 2025
Windows 版、Mac 版
5.0
评价:1
"Multiple Non-Linear Regression" 已上传图片
"Multiple Non-Linear Regression" 已上传图片
"Multiple Non-Linear Regression" 已上传图片
"Multiple Non-Linear Regression" 已上传图片
"Multiple Non-Linear Regression" 已上传图片
29
销售
1.95K
免费安装

该指标旨在使用四个自变量进行多元非线性回归分析:收盘价、开盘价、最高价和最低价。

以下是组件和功能:

输入:

  • 归一化数据长度:用于归一化的数据长度。
  • 学习率:算法从错误中学习的速率。
  • 显示数据点:显示归一化输入数据(收盘价、开盘价、最高价、最低价)的绘图。
  • 平滑?:输出平滑的选项。
  • 平滑长度:启用时的平滑长度。
  • 定义起始系数:回归方程的初始系数。

数据归一化:

脚本使用指定长度内的最高值和最低值将输入数据归一化到0到1的范围内。

非线性回归:

它使用输入的系数和归一化数据计算回归方程。所用方程是自变量的加权和,系数通过梯度下降法迭代调整以最小化误差。

误差计算:

脚本计算实际值与预测值之间的误差。

梯度下降:

系数通过梯度下降法迭代更新以最小化误差。

可视化:

  • 归一化输入数据(收盘价、开盘价、最高价、最低价)的绘图。
  • 该指标以图表上的圆形标记形式提供归一化数据值(收盘价、开盘价、最高价、最低价)的可视化,方便用户轻松观察这些值相互之间及与回归线的相对位置。
  • 回归线的绘制。
  • 基于回归线的值和柱状颜色的颜色渐变。
  • 以表格形式显示归一化输入数据和预测值。
  • 与中线(0.5)交叉的信号。

解释:

用户可以将回归线及其与中线(0.5)的交叉视为潜在买入或卖出机会的信号。

该指标帮助用户分析多个变量之间的关系,并基于回归分析做出交易决策。调整系数和参数可以根据特定市场条件微调模型性能。

指标配置
5.0
评价:1
5
100 %
4
0 %
3
0 %
2
0 %
1
0 %
客户评价
December 9, 2025
Chart checks feel less noisy, but a clean signal can still fail.
BTCUSD
Forex
Signal
Crypto
XAUUSD
NAS100
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