An introduction to the advanced theory of nonparametric econometrics: a replicable approach using R (Record no. 2979)
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| 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 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Bill No | Bill Date | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Total Checkouts | Full call number | Accession Number | Date last seen | Copy number | Cost, replacement price | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 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 |