Biostatistics: The Book
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Non-Parametric Methods
Preface
1
Introduction
Parametric Methods
2
Correlation
3
Linear Regression
4
Polynomial Regression
5
Multiple Linear Regression
6
Generalised Linear Models (GLM)
7
Nonlinear Models
8
Regularisation Techniques
Non-Parametric Methods
9
Testing Assumptions
10
Quantile Regression
Semi-Parametric Methods
11
Generalised Additive Models
12
Summary
References
Appendices
A
Appendix A
Non-Parametric Methods
Code
Author
Affiliation
Albertus J. Smit
University of the Western Cape
8
Regularisation Techniques
9
Testing Assumptions
Source Code
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Non-Parametric Methods
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