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Biostatistics - Open Learning Textbook

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Biostatistics - Open Learning Textbook

Applied StatisticsStatistics
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Mục lục· 45 mục
  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)