An introduction to the advanced theory of nonparametric econometrics a replicable approach using R

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...

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1. Verfasser: Racine, Jeffrey Scott 1962-
Format: E-Book
Sprache:English
Veröffentlicht: Cambridge Cambridge University Press 2019
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spelling Racine, Jeffrey Scott 1962-
An introduction to the advanced theory of nonparametric econometrics a replicable approach using R Jeffrey S. Racine
Cambridge Cambridge University Press 2019
1 Online-Ressource (xxvi, 408 Seiten)
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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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spellingShingle Racine, Jeffrey Scott 1962-
An introduction to the advanced theory of nonparametric econometrics a replicable approach using R
title An introduction to the advanced theory of nonparametric econometrics a replicable approach using R
title_auth An introduction to the advanced theory of nonparametric econometrics a replicable approach using R
title_exact_search An introduction to the advanced theory of nonparametric econometrics a replicable approach using R
title_full An introduction to the advanced theory of nonparametric econometrics a replicable approach using R Jeffrey S. Racine
title_fullStr An introduction to the advanced theory of nonparametric econometrics a replicable approach using R Jeffrey S. Racine
title_full_unstemmed An introduction to the advanced theory of nonparametric econometrics a replicable approach using R Jeffrey S. Racine
title_short An introduction to the advanced theory of nonparametric econometrics
title_sort introduction to the advanced theory of nonparametric econometrics a replicable approach using r
title_sub a replicable approach using R
url https://doi.org/10.1017/9781108649841
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