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An Introduction to the Advanced Theory and Practice of Nonparametric Econometrics

An Introduction to the Advanced Theory and Practice of Nonparametric Econometrics

A Replicable Approach Using R

Jeffrey S. Racine

Cambridge University Press
Publication date : 2019-06-27

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Interest in nonparametric methodology has grown considerably over the past few decades, stemming in part from vast improvements in computer hardware and the availability of new software that allows practitioners to take full advantage of these numerically intensive methods. This book is written for advanced undergraduate students, intermediate graduate students, and faculty, and provides a complete teaching and learning course at a more accessible level of theoretical rigor than Racine's earlier book co-authored with Qi Li, Nonparametric Econometrics: Theory and Practice (2007). The open source R platform for statistical computing and graphics is used throughout in conjunction with the R package np. Recent developments in reproducible research is emphasized throughout with appendices devoted to helping the reader get up to speed with R, R Markdown, TeX and Git.

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About the book

Author

Jeffrey S. Racine

Imprint

Cambridge University Press

Collection

n.c

Publication date

2019-06-27

Pages

n.c

Print ISBN

9781108483407

Language

English

Ebook informations

EAN PDF

9781108757287

Price

£49.58

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File size 5069 Ko

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About author(s)

Jeffrey S. Racine

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