Verwandte Artikel zu Advanced Statistics For Health Research

Advanced Statistics For Health Research - Hardcover

Butler, Richard J; Butler, Matthew J; Wilson, Barbara L

 
9789811262302: Advanced Statistics For Health Research
Hardcover
ISBN 10: 9811262306 ISBN 13: 9789811262302
Verlag: WSPC, 2023

Inhaltsangabe

Advanced Statistics for Health Research provides a rigorous geometric understanding of models used in the analysis of health data, including linear and non-linear regression models, and supervised machine learning models. Models drawn from the health literature include: ordinary least squares, two-stage least squares, probits, logits, Cox regressions, duration modeling, quantile regression and random forest regression. Causal inference techniques from the health literature are presented including randomization, matching and propensity score matching, differences-in-differences, instrumental variables, regression discontinuity, and fixed effects analysis. Codes for the respective statistical techniques presented are given for STATA, SAS and R.

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Verlag
WSPC
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
9811262306
ISBN 13 
9789811262302
Einband
Gebundene Ausgabe
Anzahl der Seiten
396
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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