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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100 | 1 | |a Racine, Jeffrey Scott |d 1962- | |
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337 | |b c | ||
338 | |b cr | ||
520 | |a 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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id | ZDB-20-CTM-CR9781108649841 |
illustrated | Not Illustrated |
indexdate | 2024-12-18T12:04:29Z |
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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) txt c cr 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. Erscheint auch als Druck-Ausgabe 9781108483407 TUM01 ZDB-20-CTM TUM_PDA_CTM https://doi.org/10.1017/9781108649841 Volltext |
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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