SAS for mixed models: introduction and basic applications

by Stroup, Walter W., (Walter Whitney)

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Title Statements

Full title :SAS for mixed models : introduction and basic applications / Walter W. Stroup, George A. Milliken, Elizabeth A. Claassen, Russell D. Wolfinger.

Edition Statements

Publication Date:2018.

Publication Statements

Publisher(s):SAS
Place of Publication:Cary, NC
Language:eng
Publication Date:2018.

The Physical Object

Description:xii, 594 pages : : illustrations ; : 28 cm

Edition Identifiers

ISBN:9781635261356, 163526135X
oclc:on1081349866
LC Classification:QA276.4

Mixed model basics -- Design structure I : single random effect -- Mean comparisons for fixed effects -- Power, precision, and sample size I : basic concepts -- Design structure II : models and multiple random effects -- Random effects models -- Analysis of covariance -- Analysis of repeated measures data -- Best linear unbiased prediction (BLUP) and inference on random effects -- Random coefficient models -- Generalized linear mixed models for binomial data -- Generalized linear mixed models for count data -- Generalized linear mixed models for multilevel and repeated measures experiments -- Power, precision, and sample size II : general approaches -- Mixed model troubleshooting and diagnostics

Subjects

Analyse de variance Analyse multivariée Analysis of variance Datenverarbeitung Mathematical statistics -- Data process… Modèles multiniveaux (Statistique) Multilevel models (Statistics) multivariate analyse multivariate analysis SAS (Computer file) Statistik Statistique mathématique -- Informatique