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Schedule and Textbooks Information


Summer 2021 Schedule and Textbook Information for STAT 512

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STAT 512 - Textbook(s) for Summer 2021

CRNTitleAuthorISBNVersionReq/Opt
13178Applied Linear StatisticalModelsKutner, Nachtsheim, Neter and Li97812590647465thY


STAT 512 - Schedule information for Summer 2021

CRNSectionInstructorDayTimeRoom
13178Y01Tiantian Qin0:0-0:0amASYNC ONLINE

STAT 512 - Course Outline

  1. Review of basic statistics; introduction to SAS; simple linear regression

  2. Inference in simple linear regression

  3. Assessing a regression model and further inference

  4. Basic multiple regression

  5. Full vs. Reduced model tests, polynomial regression, indicator variables

  6. Selection and assessment of regression models

  7. Further topics: coding data, orthogonal polynomials

  8. One-way analysis of variance

  9. Examination of treatment effects: contrasts and Bonferroni, Scheffe, Tukey and Newman-Keuls procedures for simultaneous inference

  10. Examining ANOVA models, transformations of the dependent variable

  11. Random effects and introduction to two-way models

  12. Examination of treatment effects in two-way models

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