STAT8052
STAT 8052 - Applied Statistical Methods 2: Design of Experiments and Mixed -Effects Modeling (4 Cr.)
Statistics, School of (10991)
TCLA - College of Liberal Arts
STAT 8052 - Applied Statistical Methods 2: Design of Experiments and Mixed -Effects Modeling (4 Cr.)
Course description
Design experiments/analyze data with fixed effects, random/mixed effects models. ANOVA for factorial designs. Contrasts, multiple comparisons, power/sample size, confounding, fractional factorials. Computer-generated designs. Response surfaces. Multi-level models. Generalized estimating equations (GEE) for longitudinal data with non-normal errors.
prereq: 8051 or instr consent
prereq: 8051 or instr consent
Minimum credits
4
Maximum credits
4
Is this course repeatable?
No
Grading basis
AFV - A-F or Audit
Discussion
Lecture
Requirements
004326
Typically offered term(s)
Every Spring