An introduction to the advanced theory of nonparametric econometrics: a replicable approach using R (Record no. 2979)

MARC details
000 -LEADER
fixed length control field 02854nam a22002057a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220813101825.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 220715b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781108483407
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 330.0151954
Item number RAC
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Racine, Jeffrey S.
245 ## - TITLE STATEMENT
Title An introduction to the advanced theory of nonparametric econometrics: a replicable approach using R
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc. Cambridge University Press
Place of publication, distribution, etc. New York
Date of publication, distribution, etc. 2019
300 ## - PHYSICAL DESCRIPTION
Extent xxvi, 408 p.
365 ## - TRADE PRICE
Price type code GBP
Price amount 38.99
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Table of Contents<br/>Part I. Probability Functions, Probability Density Functions, and their Cumulative Counterparts:<br/>1. Discrete probability and cumulative probability functions<br/>2. Continuous density and cumulative distribution functions<br/>3. Mixed-data probability density and cumulative distribution functions<br/>4. Conditional probability density and cumulative distribution functions<br/>Part II. Conditional Moment Functions and Related Statistical Objects:<br/>5. Conditional moment functions<br/>6. Conditional mean function estimation<br/>7. Conditional mean function estimation with endogenous predictors<br/>8. Semiparametric conditional mean function estimation<br/>9. Conditional variance function estimation<br/>Part III. Appendices: A. Large and small orders of magnitude and probability<br/>B. R, RStudio, TeX and Git<br/>C. Computational considerations<br/>D. R Markdown for assignments<br/>E. Practicum.
520 ## - SUMMARY, ETC.
Summary, etc. DescriptionContentsResourcesCoursesAbout the Authors<br/>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.<br/><br/>R code is provided for all examples and can be studied and modified by the reader<br/>Each chapter ends with a 'Practitioner's Corner' providing a set of commented examples in R that can be refined by the reader to suit their needs<br/>An online solutions manual is available to instructors along with LaTeX beamer PDF formatted slides authored in R Markdown that can be modified and tailored to an instructor's needs
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Nonparametric statistics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element R (Computer program language)
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book
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    Dewey Decimal Classification     Public Policy & General Management TB842 30-06-2022 Indian Institute of Management LRC Indian Institute of Management LRC General Stacks 07/15/2022 Technical Bureau India Pvt. Ltd. 2635.37   330.0151954 RAC 002759 07/15/2022 1 4008.17 07/15/2022 Book

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