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Algorithmic Trading Strategies

Minimizing False Signals from MA Crossovers with Causal Wiener Deconvolution & Walk-Forward Optimization (WFO) of Instant Returns
LockSimple

Apr 18, 2026

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15 min read

Minimizing False Signals from MA Crossovers with Causal Wiener Deconvolution & Walk-Forward Optimization (WFO) of Instant Returns

How Streaming Digital Signal Processing (DSP) & WFO Enhance Profitability of Algorithmic Trading in Python — AAPL Use-Case

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Using Causal 1D Mellin Transform for Market Regime Detection and Scale-Invariant Volatility Analysis in Python
LockSimple

Apr 14, 2026

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16 min read

Using Causal 1D Mellin Transform for Market Regime Detection and Scale-Invariant Volatility Analysis in Python

Handling Multiplicative Noise in Financial Time Series: 5-Year PLTR Daily Returns

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Beginner-Friendly Python-Based SMA Backtesting & Parameter Tuning for Long-Term Investing in PLTR

Apr 12, 2026

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24 min read

Beginner-Friendly Python-Based SMA Backtesting & Parameter Tuning for Long-Term Investing in PLTR

Simple Data-Driven Technical Analysis of Palantir (PLTR) for Growth-Focused, AI-Centered Investing 🤖

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

The Unexpected Profitability of Adaptive Local Linear Regression in Short-Term Trend-Following Strategies of Growth Stocks
LockSimple

Apr 11, 2026

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20 min read

The Unexpected Profitability of Adaptive Local Linear Regression in Short-Term Trend-Following Strategies of Growth Stocks

Discovering Profitable Algorithmic Trading Strategies in Python Using Bias-Free Expanding-Window Linear Regression: Backtesting and Out-of-Sample (OOS) Evaluation of Palantir (PLTR) Risk-Adjusted Returns

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Hybrid Machine Learning for Market Regime Detection: SPY, IWM, HYG, LQD & Volatility (VIX)

Apr 10, 2026

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45 min read

Hybrid Machine Learning for Market Regime Detection: SPY, IWM, HYG, LQD & Volatility (VIX)

Integrating data wrangling, unsupervised/supervised learning, and interpretability into a unified market regime detection framework in Python 🤖📊

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Intraday Volatility Jump Mean-Reversion (JMR) Trading Strategy for BTC-USD in Python
LockSimple

Apr 8, 2026

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13 min read

Intraday Volatility Jump Mean-Reversion (JMR) Trading Strategy for BTC-USD in Python

Bias-Free Profitability of Volatility Jumps with Overnight Gaps Using 1-Minute OHLC Candle Data from Bitstamp

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Volatility Clustering in an Intraday Multi-Asset Universe Using Merton–Hawkes Jump-Diffusion Simulations in Python
LockSimple

Apr 6, 2026

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14 min read

Volatility Clustering in an Intraday Multi-Asset Universe Using Merton–Hawkes Jump-Diffusion Simulations in Python

Combining return bootstrapping with self-exciting jump dynamics across stocks, ETFs, indices, and BTC for market microstructure analysis and Monte Carlo scenario testing 🤖💡

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Evaluating a Laplace Trend Strength Strategy Using Backtesting and Out-of-Sample Tests: Evidence from PLTR
LockSimple

Apr 2, 2026

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16 min read

Evaluating a Laplace Trend Strength Strategy Using Backtesting and Out-of-Sample Tests: Evidence from PLTR

Noise-Resilient Algorithmic Trading Using a Laplace Trend Filter in Python (with Tested Codes)

Ayrat Murtazin
Ayrat Murtazin

Algorithmic Trading Strategies

Why the 50-Day WMA Dominates: A Quantitative Risk-Return Analysis
LockSimple

Mar 31, 2026

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9 min read

Why the 50-Day WMA Dominates: A Quantitative Risk-Return Analysis

Filtering the noise and comparing multi-window Weighted Moving Averages against simple averaging techniques.

Ayrat Murtazin
Ayrat Murtazin
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