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📊 Statistical Tests — Complete Guide

📘 Course: Data Science | 📑 Topic #23 | 🏷️ Section 3: Statistics & Probability ⬅️…

Overview

📊 Statistical Tests — Complete Guide — Quick Facts

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📑 Topic #23: 🏷️ Section 3: Statistics &…

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> ⬅️ [22-Bayesian-Statistics](22-Bayesian-Statistics.md): ➡️ 24-Confidence-Intervals

Topic 1

🎯 Is Topic Me Kya Seekhoge?

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Parametric vs Non-parametric tests…

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t-tests (one-sample, two-sample,…

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ANOVA (one-way, two-way) —…

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Chi-Square (goodness-of-fit,…

Topic 2

📐 Statistical Tests — Decision Flowchart

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Topic 3

🔑 Key Concepts

🎯 📊 Parametric vs Non-Parametric `…

Topic 4

📊 Comparison Table

Topic 5

🐍 Python Code — StatTestEngine

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t-tests (one, two, paired)

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ANOVA (one-way, two-way setup)

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Chi-Square (GoF, independence)

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Mann-Whitney U

Topic 6

❓ Quiz — 5 MCQs

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A) Paired t-test

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B) Independent two-sample t-test ✅

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C) Chi-Square

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D) ANOVA

Topic 7

🧠 Key Takeaways

🌟 ` ╔══════════════════════════════════════════════════════════╗ ║ 🧠 YAAD RAKHNE WALI…

Comparison

📊 Comparison Table

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One-sample t: Parametric

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Independent t: Parametric

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Welch's t: Parametric

Quick Quiz

Quiz — Question 1

📊 Statistical Tests — Complete Guide ka sabse sahi definition kya hai?

Complete! 🎉

📊 Statistical Tests — Complete Guide Complete!

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