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Biostatistics - Open Learning Textbook

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Biostatistics - Open Learning Textbook

Applied StatisticsStatistics
Publisher
LibreTexts
Source
LibreTexts
License
CC BY-NC-SA
Language
EN
Category
Basic Sciences
Read online Download PDF (open licence)
Contents· 45 sections
  1. Preliminaries
  2. Role of Biostatistics
  3. The Big Picture
  4. Types of Variables
  5. What is Data
  6. Unit 1: Exploratory Data Analysis
  7. Case C-C
  8. Case C-Q
  9. Case Q-Q
  10. Causation
  11. One Categorical Variable
  12. One Quantitative Variable: Introduction
  13. Role-Type Classification
  14. Summary (Unit 1)
  15. Unit 2: Producing Data
  16. Causation and Experiments
  17. Causation and Observational Studies
  18. Designing Studies
  19. Sample Surveys
  20. Sampling
  21. Summary (Unit 2)
  22. Unit 3A: Probability
  23. Basic Probability Rules
  24. Conditional Probability and Independence
  25. Introduction to Probability
  26. Summary (Unit 3)
  27. Unit 3B: Random Variables
  28. Binomial Random Variables
  29. Continuous Random Variables
  30. Discrete Random Variables
  31. Normal Random Variables
  32. Summary (Unit 3B - Random Variables)
  33. Unit 3B: Sampling Distribution
  34. Sampling Distribution of the Sample Mean x-bar
  35. Sampling Distribution of the Sample Proportion p-hat
  36. Summary (Unit 3B - Sampling Distributions)
  37. Unit 4A: Introduction to Statistical Inference
  38. Estimation
  39. Hypothesis Testing
  40. Wrap-Up (Inference for One Variable)
  41. Unit 4B: Inference for Relationships
  42. Case CC
  43. Case CQ
  44. Case QQ
  45. Wrap-Up (Inference for Relationships)