Applied Statistical Methods for Health Sciences Research
Applied Statistical Methods for Health Sciences Research
Applied Statistical Methods for Health Sciences Research
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Welcome
Preface
Conventions
How to use this book
Foundations
1
Foundations of Applied Health-Research Statistics
2
Epidemiologic Measures and Study Design
Causal Inference
3
Causal Inference I: Foundations
4
Causal Inference II: Estimation
5
Mediation Analysis
Correlated Data and Time-to-Event
6
Longitudinal and Correlated Data, Applied
7
Survival Analysis, Applied
Clinical Trials
8
Clinical Trial Design
9
Clinical Trial Analysis and Reporting
Specialised Methods
10
Missing Data at Depth
11
Meta-Analysis and Evidence Synthesis
12
Categorical Data, Advanced
References
Appendices
Credits
Colophon
Applied Statistical Methods for Health Sciences Research
Code
A graduate textbook.
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