Biostatistics 200B

Winter 2004 - Thomas R. Belin



Last Update: 03/16/2004


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Lecture Summary

Week1 (Jan. 5-9)
  • Single-factor(one-way) analysis of variance(ANOVA), matrix notation for regression/ANOVA.

    Reading: Neter, et al. Chapter 5, Chapter 16.

    Week2 (Jan. 12-16)
  • Degrees of freedom, contrasts/comparisons, orthogonal contrasts.

    Reading: Neter, et al., Sections 17.1-17.3.

    Week3 (Jan. 19-23)
  • Multiple comparison precedures, ANOVA diagnositics, transformation.

    Reading: Neter, et al., Sections 17.4-17.9. Chapter 18.

    Week4 (Jan. 26-30)
  • Two-way and multi-way ANOVA, interactions.

    Reading: Neter, et al., Chapter 19,20,21,22.

    Week5 (Feb. 2-6)
  • Strategies for design without replication, random and mixed effect models.

    Reading: Neter, et al., Chapter 23,24.

    Week6 (Feb. 9-13)
  • Analysis of covariance, randomization test, blocking, nesting repeated measures, review for midterm.

    Reading: Neter, et al., Chapter 25,26,27,28.

    Week7 (Feb. 16-20)
  • Multiple logistic regression, interpretation of fitted logistic regression model.

    Reading: Hosmer and Lemeshow, et al., Chapter 1, 2, 3.

    Week8 (Feb. 23-27)
  • Model-building strategies and goodness of fit for logistic regression models.

    Reading: Hosmer and Lemeshow, et al., Chapter 4,5.

    Week9 (Mar. 2-6)
  • Logistic regression for different sampling models, multinomial logistic models, ordinal logistic models, sample-size considerations and exact methods.

    Reading: Hosmer and Lemeshow, et al., Chapter 6,7.

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