000			01560 a2200229 4500
003			OSt
005			20220907151737.0
008			220715b xxu||||| |||| 00| 0 eng d
020			_a9781108483407
040			_cIIT Kanpur
041			_aeng
082			_a330.15195 _bR115i
100			_aRacine, Jeffrey S.
245			_aAn introduction to the advanced theory and practice of nonparametric econometrics _ba replicable approach using R _cJeffrey S. Racine
260			_bCambridge University Press _c2019 _aCambridge
300			_axxvi, 408p
520			_aInterest 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.
650			_aNonparametric statistics
650			_aEconometrics
650			_aR (Computer program language)
942			_cBK
999			_c565710 _d565710