Statistics

By zhuxiaolanlan@outlook.com

  • Week 1: Introduction

  • Week 2: Data Collection & Sampling

  • Week 3: Organizing Data

  • Week 4: Descriptive Statistics

  • Week 5: Data Visualization

  • Week 6: Probability Basics

  • Week 7: Discrete Probability Distributions

  • Week 8: Continuous Distributions

  • Week 9: Sampling Distributions

  • Week 10: Confidence Intervals

  • Week 11: Hypothesis Testing

  • Week 12: t-tests & z-tests

  • Week 13: Chi-Square & ANOVA

  • Week 14: Correlation & Regression

  • Week 15: Review & Final Exam Prep

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