Probability and Statistics

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Lumen Learning

See source for licence · 14 chapters

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OpenStax — Introductory Statistics 2e

CC BY-NC-SA 4.0 · 13 chapters

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  • Module 1 Sampling and Data
  • Module 2 Descriptive Statistics
  • Module 3 Probability
  • Module 4 Discrete Random Variables
  • Module 5 Continuous Random Variables
  • Module 6 Normal Distribution
  • Module 7 The Central Limit Theorem
  • Module 8 Confidence Intervals
  • Module 9 Hypothesis Testing with One Sample
  • Module 10 Hypothesis Testing with Two Samples
  • Module 11 The Chi Square Distribution
  • Module 12 Linear Regression and Correlation
  • Module 13 F-Distribution and One-Way ANOVA
  • Module 14 Multiple and Logistic Regression