Basic Statistics for Data Analysis

Summary of a book on basic statistics for data analysis.

With my own interpretation and explanations…

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Related Pages

• Hypothesis Testing
  • Hypothesis Testing Methods
  • Type I and Type II Errors
  • Comparing Means in Parametric Tests
  • Welch’s t-Test
  • Comparing with Nonparametric Tests
  • ANOVA
  • Post-Hoc Test
  • Binomial Test

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Table of contents

• Goals and Target of Data Analysis
• Types of Variable / Statistic / Visualizing Data
• Basic Probability
• Inferential Statistics
• Hypothesis Testing