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Monday, 3 October 2011

Biostatistics Lecture Notes


  • Overview, Descriptive Statistics: Sep. 10

  • OSA example: Sep. 10

  • Probability: Sep. 17

  • Probability Distributions: Sep. 19

  • Discrete Probability Distributions

  • Continuous Probability Distributions

  • Birthweight Example: Sep. 24

  • Estimation & Random Sampling, Sept.24

  • Large Sample Interval Estimation, Sept. 26

  • Large Sample Significance Tests", Oct. 1

  • Small Sample Inference for Means, Oct. 8

  • T-test Examples - Oct. 8

  • Checking Assumptions - Oct. 10

  • Unequal Variance Example - Oct. 10

  • Exact Inference for Proportions- Oct. 15

  • More on 2 x 2 tables, Oct. 17

  • Comparing paired binomial samples, Oct. 22

  • Relationships between continuous variables, Oct. 22

  • Making generalizations - least squares, Oct. 24

  • Applying regression results, Oct. 31

  • Comparing More Than 2 Means, Nov. 5

  • Comparing More Than 2 Means: Example, Nov. 5

  • Cross-classified Samples: Comparing Means, Nov. 7

  • Means in Cross-classified Samples: Examples, Nov. 7

  • Factorial Experiments, Nov. 14

  • Factorial Experiments: Example, Nov. 14

  • Comparing Proportions in Three or More Samples, Nov. 14

  • Power and Sample Size, Nov. 19

  • Multiple 2 x 2 Tables, Nov. 21

  • Confounding Example, Nov. 21

  • Time to Event Data, Nov. 26

  • Survival Data Example, Nov. 26

  • Measuring Agreement, Nov. 26

  • Measuring Agreement Examples, Nov. 26

  • Analysing Rates, Nov. 28

  • Rates, Non-parametric tests in Stata, Nov. 28

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