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Bias Free Backtesting Explained: How sharpely Uses Point In Time Data to Avoid Look Ahead and Survivorship Bias

Learn why most backtests fail in real life. Discover how sharpely uses point in time data to eliminate look ahead and survivorship bias in backtesting.

Updated January 7, 2026

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Research feed

Latest research, market context, and product notes.

Browse recent reads built for Indian investors who want calmer, more structured analysis across stocks, mutual funds, ETFs, portfolio reviews, and research workflows.

Understanding Factor-Based Analysis for Mutual Fund Portfolios: A Guide for Distributors

Learn how to use factor-based analysis to assess and explain mutual fund portfolios. Quality, value, momentum, simplified for distributors.

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Product Updates Research ToolsAugust 31, 2025

The Rise of Quant Investing in India: A Beginner’s Guide

Discover how quant investing is transforming retail investing in India. Learn what it is, why it’s growing, and how platforms like sharpely help you build, backtest, and automate data-driven strategies effortlessly.

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Research ToolsApril 28, 2025

How to Build a Fully Automated Strategy Without Writing a Single Line of Code

Tired of emotional trading? Discover how to build fully automated stock trading strategies without any coding. Learn the benefits of rule-based investing and take control of your portfolio.

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Research Tools StocksApril 7, 2025

CANSLIM Strategy Explained: A Proven Formula to Find Winning Stocks

Learn how the CANSLIM strategy helps investors find winning growth stocks. Discover key rules and run a readymade CANSLIM screen on sharpely.

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Research Tools StocksMarch 24, 2025

Investing Like Rakesh Jhunjhunwala: A Stock Screen Based on His Philosophy

Learn how to invest like Rakesh Jhunjhunwala with this quantitative stock screen built on his core investing principles. We break down his philosophy, convert it into actionable screening rules, and backtest the strategy using sharpely to reveal how it performs in real markets.

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Research ToolsJanuary 20, 2025

Decoding Earnings Upgrade: A Guide to Identify Winning Stocks

This article reveals how earnings upgrades can help shape a winning investment strategy.

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Product Updates Research ToolsSeptember 12, 2023

Backtesting: Unveiling the Power of Historical Data in Investment Strategies

This blog delves into the significance of backtesting, explaining how it helps you make better investment choices. By examining past performance, you will gain valuable insights to create more effective and reliable investment strategies. Explore the power of historical data with sharpely and elevate your investment decisions.

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Investor Education Product Updates Research ToolsAugust 9, 2023

Does Analyst Recommendation on Stocks Hold Any Importance

Learn about stock recommendations by analysts and if they can be really useful in stock picking. Explore how you can analyze the efficiency of this metric on sharpely with a unique case study and backtesting feature available only on sharpely.

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