Testing Strategies Beyond Realized Price Paths

Testing Strategies Beyond Realized Price Paths

By Mahavir Bhattacharya TL;DR: This blog introduces retrospective simulation, inspired by Taleb’s “Fooled by Randomness,” to simulate 1,000 alternate historical price paths using a non-parametric Brownian bridge method. Using SENSEX data (2000–2020) as in-sample data, the author optimises an EMA crossover strategy across the in-sample data first, and then applies it to the out-of-sample data … Read more

Harami – price action pattern – Analytics & Forecasts – 16 July 2025

Harami - price action pattern

The harami price action pattern is a two candle pattern which represents indecision in the market and is used primarily for breakout trading. It can also be called an ‘inside candle formation’ as one candle forms inside the previous candle’s range, from high to low. Here is an example of what a bearish and bullish harami candle … Read more

Hammer – price action pattern – Analytics & Forecasts – 11 July 2025

Hammer - price action pattern

The Hammer The hammer price action pattern is a bullish signal that signifies a higher probability of the market moving higher than lower and is used primarily in up-trending markets. Here is an example of what a hammer candle looks like:                                 … Read more

⏰👉 Final Day to Get ARIA at Base Price – Before the Big Jump! 👈⏰ – Trading Systems – 29 June 2025

⏰👉 Final Day to Get ARIA at Base Price – Before the Big Jump! 👈⏰

🔥 Last Day to Get ARIA Connector V1 for $300 – Before the Big Jump! ⚠️ On June 30, ARIA Connector updates to V2 – a fully automatic AI-based trading system – and the price moves one step closer to its final value of $1900. If you’ve been considering joining, today is your last chance … Read more

Can an Expert Advisor Really Predict Gold Price Moves? – Analytics & Forecasts – 28 June 2025

Can an Expert Advisor Really Predict Gold Price Moves?

We are thrilled to introduce you to a unique EA (Expert Advisor) for gold trading — Aurum Queen. This digital queen of the market, much like an ancient ruler of golden treasuries, reigns over price fluctuations with unparalleled grace and power. Equipped with cutting-edge artificial intelligence technology, this program doesn’t just analyze data — it majestically … Read more

Can an Expert Advisor Really Predict Gold Price Moves? – Analytics & Forecasts – 27 June 2025

Can an Expert Advisor Really Predict Gold Price Moves?

We are thrilled to introduce you to a unique EA (Expert Advisor) for gold trading — Aurum Queen. This digital queen of the market, much like an ancient ruler of golden treasuries, reigns over price fluctuations with unparalleled grace and power. Equipped with cutting-edge artificial intelligence technology, this program doesn’t just analyze data — it majestically … Read more

How the Roll Yield Drives the Price Movement of Volatility ETPs

How the Roll Yield Drives the Price Movement of Volatility ETPs

Contents Forgive the dissertation-sounding title. We will try to explain this as simply as we can, focusing on the main concepts without going into the weeds of the more detailed areas. Exchange Traded Products (ETPs) is just a term to encompass both Exchange Traded Funds (ETFs) and Exchange Traded Notes (ETNs) – the difference between … Read more

Shooting star – price action pattern – Analytics & Forecasts – 22 May 2025

Shooting star - price action pattern

The shooting star price action pattern is a bearish signal that signifies a higher probability of the market moving lower than higher and is used primarily in down trending markets. In essence, it is the opposite of the hammer pattern. Here is an example of what a shooting star candle looks like:         … Read more

⚡ Nexus Pulse Detector: Advanced Structural Price Signal System ⚡ – Trading Systems – 19 May 2025

⚡ Nexus Pulse Detector: Advanced Structural Price Signal System ⚡

Nexus Pulse Detector — Advanced Structural Price Signal System How It WorksNexus Pulse Detector is not a repackaged trend tool or a repainter disguised as precision. It’s a structurally grounded signal engine that monitors directional imbalance within localized price compression and expansion phases. Every trigger is a reflection of control shifts between market participants, validated … Read more

Price Action Trading Strategies – Analytics & Forecasts – 12 May 2025

Price Action Trading Strategies

Did you know that price action trading strategies are one of the most commonly used methods in today’s financial market? Whether you are a short-term or long-term trader, analysing the price of a security is perhaps one of the simplest, yet also the most powerful, ways to gain an edge in the market. After all, … Read more