Product Title: Advanced Statistics for Health Research (Original PDF from Publisher)
Format:
Publisher PDF, 19.9 MB
Overview (Details, Topics and Speakers):
By Richard J Butler, Matthew J Butler, Barbara L Wilson
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.
Product Details
- Publisher : World Scientific Publishing Company (May 13, 2023)
- Language : English
- Hardcover : 404 pages
- ISBN-10 : 9811262306
- ISBN-13 : 978-9811262302
Delivery Method
the Advanced Statistics for Health Research (Original PDF from Publisher) course/book will be provided for customer as download link. download link has NO Expiry and can be used anytime.
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