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Advanced Statistics For Health Research Butler Richard J Butler

  • SKU: BELL-54846022
Advanced Statistics For Health Research Butler Richard J Butler
$ 31.00 $ 45.00 (-31%)

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Advanced Statistics For Health Research Butler Richard J Butler instant download after payment.

Publisher: WSPC
File Extension: PDF
File size: 19.96 MB
Pages: 396
Author: Butler, Richard J, Butler, Matthew J, Wilson, Barbara L
ISBN: 9789811262302, 9811262306
Language: English
Year: 2023

Product desciption

Advanced Statistics For Health Research Butler Richard J Butler by Butler, Richard J, Butler, Matthew J, Wilson, Barbara L 9789811262302, 9811262306 instant download after payment.

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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