705—Data Analysis II. (3) (Prereq: STAT 704 and 712) Continuation of STAT 704. Analysis of variance (fixed and random effects), analysis of covariance, experimental design, model building, other applied topics, and use of computer statistical packages.
Usually Offered: Spring Semesters
Purpose: To provide a detailed exploration of analysis-of-variance-type modeling, including design and analysis aspects, and to survey basic categorical data analyses.
Applied Linear Statistical Models, (5th edition), Kutner, Nachtsheim, Neter, and Li. McGraw-Hill/Irwin, 2005.
|One-Way Analysis of Variance||4 weeks|
|Two-Way Analysis of Variance||4 weeks|
|Block Designs||2 weeks|
|Analysis of Covariance||1 week|
|Specialized Designs: Nested Designs & Repeated Measures/Longitudinal Data||1 week|
|Categorical Data & Contingency Table Analysis||1.5 weeks|
|Other topics: Sampling, Missing-Data Methods, Sample Size Determination||1 week|
The above textbook and course outline should correspond to the most recent offering of the course by the Statistics Department. Please check the current course homepage or with the instructor for the course regulations, expectations, and operating procedures.