Stat 502: Experimental Statistics II (Banner Course Number: 50200)

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Summer 2009 textbooks were:

For Colver, T. -- Cody & Smith, Applied Statistics and SAS Programming Language, 5th Edition, Recommended
For Colver, T. -- Kleinbaum, Kupper, Muller & Nizam, Applied Regression Analysis & Multivariable Methods, 3rd (1998) Edition, Required

Spring 2010 textbooks will be:

For Colver, T. -- Cody & Smith, Applied Statistics and SAS Programming Language, 5th Edition, Required
For Colver, T. -- Kleinbaum, Kupper, Nizam, and Muller, Applied Regression Analysis & Multivariable Methods, 4 Edition, Required

Outline:

  1. Review and Introduction: SAS, statistical inference, simple linear regression

  2. Multiple Regression Analysis: models, full versus reduced model tests, prediction, diagnostics, choosing and using regression models

  3. Producing Data: design of experiments; design of sample surveys; the importance of randomization; sampling distributions and variability.

  4. Review: tests about means, one-way ANOVA

  5. Comparing Group Means: contrasts and multiple comparisons in ANOVA

  6. Factorial Designs: main effects and interactions, balanced and unbalanced data, contrasts and multiple comparisons

  7. Topics in ANOVA: mixed models, analysis of covariance

  8. Repeated Measures Designs