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    Statistician's Toolkit

    Explore and understand the core concepts of statistics for quantitative analysis.

    Demystifying Hypothesis Testing: A Beginner's Guide

    A step-by-step guide to making decisions from data.

    Is it a real effect or just random chance? Let's find out.

    Read Guide
    A Quant's Detective Kit: Interactive Tests

    Hypothesis Testing & P-Values

    The detective work of data science.

    Explore Tests
    Tier 1: The Absolute Foundations
    • Demystifying Hypothesis Testing: A Beginner's Guide
    • Confidence Intervals
    • Z-Table Calculator
    • Descriptive Statistics Explorer
    • The Normal Distribution
    • The Central Limit Theorem (CLT)
    • Type I & Type II Errors
    • Correlation vs. Causation
    • Linear Regression
    Tier 2: Intermediate & Specialized Tools
    • Logistic Regression
    Tier 3: Advanced & Quant-Specific Concepts
    • Monte Carlo Simulation
    • Time Series Decomposition
    • Autocorrelation (ACF & PACF)
    • Volatility & Standard Deviation (GARCH)
    • Efficient Frontier & Sharpe Ratio
    • Kalman Filters
    • Stochastic Calculus & Ito's Lemma