TY  - BOOK
AU  - Kolassa, John E.
TI  - An introduction to nonparametric statistics
SN  - 9780367194840
U1  - 519.5 
PY  - 2021///
CY  - Boca Raton
PB  - CRC Press
KW  - Nonparametric statistics
KW  - Statistics
KW  - Statistical analysis
N1  - Table of contents

Background
One-Sample Nonparametric Inference
Two-Sample Testing
Methods for Three or More Groups
Group Differences with Blocking
Bivariate Methods
Multivariate Analysis
Density Estimation
Regression Function Estimates
Resampling Techniques
Appendices


N2  - This book presents the theory and practice of non-parametric statistics, with an emphasis on motivating principals. The course is a combination of traditional rank-based methods and more computationally-intensive topics like density estimation, kernel smoothers in regression, and robustness. The text is aimed at MS students.

https://www.routledge.com/An-Introduction-to-Nonparametric-Statistics/Kolassa/p/book/9780367194840

ER  -