Robust Statistical Methods with R, Second Edition

ISBN-13: 9781032092607 / Angielski / Miękka / 2021 / 268 str.

Jan Picek; Martin Schindler

Opis

The second edition of Robust Statistical Methods with R provides a systematic treatment of robust procedures with an emphasis on new developments and on the computational aspects.

Spis treści

Introduction

Mathematical tools of robustness

Characteristics of robustness

Estimation of real parameter

Linear model

Multivariate model

Large sample and finite sample behavior of robust estimators

Robust and nonparametric procedures in measurement error models

Appendix A

Bibliography, Subject Index, Author Index

O autorze

Jana Jurečková is a Professor of Statistics at the Charles University, Prague.