Trading Algorithms Using Signal Processing in MATLAB* 2nd Ed

版本 1.0.9 (1.4 MB) 作者: Steve Rogers
This book was written to aid in research into signal processing algorithms with application to trading.
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The text is organized into 5 chapters. Chapter 1 Signal Processing presents filters that mitigate the effects of noise. Filters use fixed and adaptive methods. Chapter 2 Indicators has oscillators that utilize the various filter structures of Chapter 1. Most of the popular oscillators are represented. Chapter 3 Scalping Indicators show some of the approaches that may be applied to short time frames (1 to 30 minute sample rates). Chapter 4 Ehler’s Filters and Indicators is dedicated to the many contributions of John F. Ehlers. Chapter 5 Backtest and Partial Optimization of an Algorithm is intended to explain an approach to backtesting and partial optimization of a trading strategy. Backtesting and selection of parameters through testing or optimization (improvement) are critical to the success of any trading approach. Some ideas are reviewed and shown by two examples.
The author drew heavily from https://www.tradingview.com/, which has thousands of scripts written in their proprietary Pine Script language. Also, there is a large listing of indicator ideas on the link https://docs.google.com/document/d/15AGCufJZ8CIUvwFJ9W-IKns88gkWOKBCvByMEvm5MLo/edit, which is titled LazyBear Custom Indicators for TradingView.
The link to the book is: https://www.academia.edu/108796836/Trading_Algorithms_Using_Signal_Processing_in_MATLAB_2_nd_Edition

引用格式

Steve Rogers (2026). Trading Algorithms Using Signal Processing in MATLAB* 2nd Ed (https://ww2.mathworks.cn/matlabcentral/fileexchange/80434-trading-algorithms-using-signal-processing-in-matlab-2nd-ed), MATLAB Central File Exchange. 检索时间: .

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版本 已发布 发行说明
1.0.9

The update contains 6 smoothing filters for Chapter 1 listed in the file SixFilters...
1.0.8

Corrected link to text.

1.0.7

The link to the book is given at the end of the description.

1.0.6

This is updated to include files generated during writing the 2nd edition.
1.0.5

Corrected error in Schaff Trend Cycle
1.0.4

Scrubbed for divide by zero errors
1.0.3

Fixed divide by zero in KAMA.m
1.0.2

Added Gaussian filter to Chapter 1
1.0.1

Included more files in zip
1.0.0