Biostatistics 740 - Analysis of Mixed Models Data
Fall
2025
01
3.00
Ken Kleinman
TU TH 1:00PM 2:15PM
UMass Amherst
68682
Lederle Grad Res Tower rm 202
kkleinman@umass.edu
Integration of linear models with experimental design and sampling, considering applications with unbalanced and missing data. In-depth discussion of mixed models including parameterizations, analysis of covariance, unequal numbers of observations per cell, missing cells. Repeated measure designs and longitudinal data analysis emphasized, with many examples illustrated using SAS. Prerequisite: BIOST&EP 640 and 691F or equivalent. Recommended: Bioepi 741 and 744.
BIOSTATS 640 This course is a UMass Flex course where instruction is delivered across different modalities (https://www.umass.edu/flex/students). Students have the option to attend either in-person (at the Amherst campus) or online. If you choose to attend class virtually, you are required to join the Zoom meeting synchronously.