Nonparametric regression: Difference between revisions

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Further reading: cleanup, only textbook treatments left. Specific (non-survey) articles should be referred to in the article
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==Further reading==
* {{cite book |last=Bowman |first=A. W. |first2=A. |last2=Azzalini |year=1997 |title=Applied Smoothing Techniques for Data Analysis |publisher=Clarendon Press |___location=Oxford |isbn=01985239630-19-852396-3 |url=https://books.google.com/books?id=7WBMrZ9umRYC }}
* {{cite book |last=Fan |first=J. |first2=I. |last2=Gijbels |year=1996 |title=Local Polynomial Modelling and its Applications |___location=Boca Raton |publisher=Chapman and Hall |isbn=0-412-98321-4 |url=https://books.google.com/books?id=BM1ckQKCXP8C }}
* [[William S. Cleveland|Cleveland, W.S.]] (1979) "Robust locally weighted regression and smoothing scatterplots" J. Amer. Statist. Assoc., 74, pp. 829–836
* {{cite book |last=Henderson |first=D. J. |first2=C. F. |last2=Parmeter |title=Applied Nonparametric Econometrics |___location=New York |publisher=Cambridge University Press |year=2015 |isbn=978-1-107-01025-3 |url=https://books.google.com/books?id=hD3WBQAAQBAJ }}
* McCune, B. and M. J. Mefford (2009). HyperNiche. Nonparametric Multiplicative Habitat Modeling. Version 2. MjM Software, Gleneden Beach, Oregon, U.S.A.
* {{cite book |last=Li |first=Q. |first2=J. |last2=Racine |year=2007 |title=Nonparametric Econometrics: Theory and Practice |___location=Princeton |publisher=Princeton University Press |isbn=978-0-691-12161-1 |url=https://books.google.com/books?id=BI_PiWazY0YC }}
* Fan, J. (1993) "Local linear regression smoothers and their minimax efficiency" Ann. Statist., 21, pp. 196–216
* {{cite book |last=Pagan |first=A. |authorlink=Adrian Pagan |first2=A. |last2=Ullah |year=1999 |title=Nonparametric Econometrics |___location=New York |publisher=Cambridge University Press |isbn=0-521-35564-8 |url=https://books.google.com/books?id=m2soVgsuMgMC }}
* Fan, J. and I. Gijbels (1992) Variable bandwidth and local linear regression smoothers, Ann. Statist., 20, pp. 2008–2036
* Fan, J. and I. Gijbels (1996) Local Polynomial Modelling and its Applications, Chapman and Hall
* Li, Q. and J. Racine (2007) Nonparametric Econometrics: Theory and Practice, Princeton University Press
* [http://www.sciencedirect.com/science/article/pii/S0167947314001741 Li, D., Simar, L. and V. Zelenyuk (2014) "Generalized nonparametric smoothing with mixed discrete and continuous data" Computational Statistics and Data Analysis, 1-21. doi:10.1016/j.csda.2014.06.003]
* Pagan, A. and A. Ullah (1999) Nonparametric Econometrics, Cambridge University Press.
* Racine, J. and Q. Li, (2004) "Nonparametric estimation of regression functions with both categorical and continuous data" Journal of Econometrics 119, pp. 99–130
* [https://ideas.repec.org/a/eee/econom/v146y2008i1p185-198.html Park, Byeong U. & Simar, Léopold & Zelenyuk, Valentin, 2008. "Local likelihood estimation of truncated regression and its partial derivatives: Theory and application," Journal of Econometrics, Elsevier, vol. 146(1), pages 185-198, September.]
 
==External links==