bibtex.bib
@BOOK{Hard:Hilb:2001,
AUTHOR = {Hardin, James W. and Hilbe, Joseph},
TITLE = {Generalized Linear Models and Extensions},
YEAR = {2001},
PAGES = {245},
PUBLISHER = {College Station, Texas: Stata Press}
}
@UNPUBLISHED{Prew:Lohr:2003,
AUTHOR = {Prewitt, Kathryn and Lohr, Sharon},
TITLE = {Condition Indices and Bandwidth Selection},
YEAR = {2003}
}
@BOOK{Cham:Hast:1992,
EDITOR = {Chambers, John M. and Hastie, Trevor},
TITLE = {Statistical models in {S}},
YEAR = {1991},
PAGES = {608},
PUBLISHER = {London: Chapman \& Hall}
}
@BOOK{Load:1999,
AUTHOR = {Loader, Clive},
TITLE = {Local regression and likelihood},
YEAR = {1999},
PAGES = {290},
ISBN = {0-387-9877},
PUBLISHER = {New York: Springer-Verlag}
}
@BOOK{Hast:Tibs:1990,
AUTHOR = {Hastie, T. J. and Tibshirani, R. J.},
TITLE = {Generalized additive models},
YEAR = {1990},
PAGES = {335},
ISBN = {0412343908},
PUBLISHER = {London: Chapman \& Hall},
KEYWORDS = {Regression; Nonparametric; Generalized linear model}
}
@ARTICLE{Tibs:Hast:1987,
AUTHOR = {Tibshirani, Robert and Hastie, Trevor},
TITLE = {Local likelihood estimation},
YEAR = {1987},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {82},
PAGES = {559--567},
KEYWORDS = {Smoothing; Generalized linear model; Nonparametric regression}
}
@ARTICLE{Hast:Tibs:1986,
AUTHOR = {Hastie, Trevor and Tibshirani, Robert},
TITLE = {Generalized additive models},
YEAR = {1986},
JOURNAL = {Statistical Science},
VOLUME = {1},
PAGES = {297--310},
KEYWORDS = {Generalized linear model; Smoothing; Nonparametric regression; Partial residual; Nonlinear}
}
@ARTICLE{Hast:Tibs:1987,
AUTHOR = {Hastie, Trevor and Tibshirani, Robert},
TITLE = {Generalized additive models: {S}ome applications},
YEAR = {1987},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {82},
PAGES = {371--386},
KEYWORDS = {Generalized linear model; Nonparametric regression; Logistic regression}
}
@ARTICLE{Hast:Load:1993,
AUTHOR = {Hastie, Trevor and Loader, Clive},
TITLE = {Local regression: {A}utomatic kernel carpentry},
YEAR = {1993},
JOURNAL = {Statistical Science},
VOLUME = {8},
PAGES = {120--129},
KEYWORDS = {Loess; Smoothing}
}
@ARTICLE{Gree:1984,
AUTHOR = {Green, P. J.},
TITLE = {Iteratively reweighted least squares for maximum likelihood estimation, and some robust and resistant alternatives (with discussion)},
YEAR = {1984},
JOURNAL = {Journal of the Royal Statistical Society, Series B, Methodological},
VOLUME = {46},
PAGES = {149--192},
KEYWORDS = {Scoring; Generalized linear model; Regression; Residual}
}
@ARTICLE{Clev:Devl:1988,
AUTHOR = {Cleveland, William S. and Devlin, Susan J.},
TITLE = {Locally weighted regression: {A}n approach to regression analysis by local fitting},
YEAR = {1988},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {83},
PAGES = {596--610},
KEYWORDS = {Smoothing; Loess}
}
@ARTICLE{Clev:1979,
AUTHOR = {Cleveland, William S.},
TITLE = {Robust locally weighted regression and smoothing scatterplots},
YEAR = {1979},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {74},
PAGES = {829--836},
KEYWORDS = {Graphics; Nonparametric regression}
}
@ARTICLE{Neld:Wedd:1972,
AUTHOR = {Nelder, J. A. and Wedderburn, R. W. M.},
TITLE = {Generalized linear models},
YEAR = {1972},
JOURNAL = {Journal of the Royal Statistical Society, Series A, General},
VOLUME = {135},
PAGES = {370--384},
KEYWORDS = {Probit analysis; Analysis of variance; Contingency table; Exponential family; Quantal response; Weighted least squares}
}
@BOOK{McCu:Neld:1989,
AUTHOR = {McCullagh, P. and Nelder, J. A.},
TITLE = {Generalized linear models ({S}econd edition)},
YEAR = {1989},
PAGES = {500},
PUBLISHER = {London: Chapman \& Hall}
}
@ARTICLE{Buja:Hast:Tibs:1989,
AUTHOR = {Buja, Andreas and Hastie, Trevor and Tibshirani, Robert},
TITLE = {Linear smoothers and additive models},
YEAR = {1989},
JOURNAL = {The Annals of Statistics},
VOLUME = {17},
PAGES = {453--510},
KEYWORDS = {Nonparametric; Regression; Kernel estimator}
}
@ARTICLE{Frie:Stue:1981,
AUTHOR = {Friedman, Jerome H. and Stuetzle, Werner},
TITLE = {Projection pursuit regression},
YEAR = {1981},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {76},
PAGES = {817--823},
KEYWORDS = {Nonparametric regression; Smoothing}
}
@ARTICLE{Frie:Stue:Schr:1984,
AUTHOR = {Friedman, Jerome H. and Stuetzle, Werner and Schroeder, Anne},
TITLE = {Projection pursuit density estimation},
YEAR = {1984},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {79},
PAGES = {599--608},
KEYWORDS = {Nonparametric}
}
@INPROCEEDINGS{Brei:Frie:1985,
AUTHOR = {Breiman, Leo and Friedman, Jerome H.},
TITLE = {Estimating optimal transformations for multiple regression},
YEAR = {1985},
BOOKTITLE = {Computer Science and Statistics: Proceedings of the 16th Symposium on the Interface},
PAGES = {121--134},
KEYWORDS = {Nonparametric}
}
@BOOK{Hast:Tibs:Frie:2001,
AUTHOR = {Hastie, Trevor and Tibshirani, Robert and Friedman, J. H.},
TITLE = {The elements of statistical learning: data mining, inference, and prediction: with 200 full-color illustrations},
YEAR = {2001},
PAGES = {533},
PUBLISHER = {New York: Springer-Verlag}
}
@ARTICLE{Ston:1982,
AUTHOR = {Stone, Charles J.},
TITLE = {Optimal global rates of convergence for nonparametric regression},
YEAR = {1982},
JOURNAL = {The Annals of Statistics},
VOLUME = {10},
PAGES = {1040--1053}
}
@ARTICLE{Ston:1980,
AUTHOR = {Stone, Charles J.},
TITLE = {Optimal rates of convergence for nonparametric estimators},
YEAR = {1980},
JOURNAL = {The Annals of Statistics},
VOLUME = {8},
PAGES = {1348--1360},
KEYWORDS = {Regression; Density estimation}
}
@ARTICLE{Ston:1977,
AUTHOR = {Stone, Charles J.},
TITLE = {Consistent nonparametric regression},
YEAR = {1977},
JOURNAL = {The Annals of Statistics},
VOLUME = {5},
PAGES = {595--620},
KEYWORDS = {Conditional quantities; prediction; Multiple classification; Bayes risk; Approximate Bayes rules; Nearest neighbor}
}
@ARTICLE{Fan:1992,
AUTHOR = {Fan, Jianqing},
TITLE = {Design-adaptive nonparametric regression},
YEAR = {1992},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {87},
PAGES = {998--1004},
KEYWORDS = {Smoothing}
}
@ARTICLE{Fan:Gijb:1992,
AUTHOR = {Fan, Jianqing and Gijbels, Ir¨¨ne},
TITLE = {Variable bandwidth and local linear regression smoothers},
YEAR = {1992},
JOURNAL = {The Annals of Statistics},
VOLUME = {20},
PAGES = {2008--2036}
}
@ARTICLE{Fan:1993,
AUTHOR = {Fan, Jianqing},
TITLE = {Local linear regression smoothers and their minimax efficiencies},
YEAR = {1993},
JOURNAL = {The Annals of Statistics},
VOLUME = {21},
PAGES = {196--216},
KEYWORDS = {Nonparametric regression}
}
@ARTICLE{Fan:Gijb:1995,
AUTHOR = {Fan, Jianqing and Gijbels, Ir¨¨ne},
TITLE = {Data-driven bandwidth selection in local polynomial fitting: {V}ariable bandwidth and spatial adaptation},
YEAR = {1995},
JOURNAL = {Journal of the Royal Statistical Society, Series B, Methodological},
VOLUME = {57},
PAGES = {371--394},
KEYWORDS = {Regression; Weighted least squares}
}
@ARTICLE{Park:Marr:1990,
AUTHOR = {Park, Byeong U. and Marron, J. S.},
TITLE = {Comparison of data-driven bandwidth selectors},
YEAR = {1990},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {85},
PAGES = {66--72},
KEYWORDS = {Density estimation; Kernel estimator}
}
@ARTICLE{Hall:Shea:Jone:Marr:1991,
AUTHOR = {Hall, Peter and Sheather, Simon J. and Jones, M. C. and Marron, J. S.},
TITLE = {On optimal data-based bandwidth selection in kernel density estimation},
YEAR = {1991},
JOURNAL = {Biometrika},
VOLUME = {78},
PAGES = {263--269},
KEYWORDS = {Smoothing}
}
@ARTICLE{Shea:Jone:1991,
AUTHOR = {Sheather, S. J. and Jones, M. C.},
TITLE = {A reliable data-based bandwidth selection method for kernel density estimation},
YEAR = {1991},
JOURNAL = {Journal of the Royal Statistical Society, Series B, Methodological},
VOLUME = {53},
PAGES = {683--690}
}
@ARTICLE{Rupp:Shea:Wand:1995,
AUTHOR = {Ruppert, D. and Sheather, S. J. and Wand, M. P.},
TITLE = {An effective bandwidth selector for local least squares regression ({C}orr: 96{V}91 p1380)},
YEAR = {1995},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {90},
PAGES = {1257--1270},
KEYWORDS = {Kernel estimator; Variance estimation}
}
@ARTICLE{Jone:Marr:Shea:1996,
AUTHOR = {Jones, M. C. and Marron, J. S. and Sheather, S. J.},
TITLE = {A brief survey of bandwidth selection for density estimation},
YEAR = {1996},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {91},
PAGES = {401--407},
KEYWORDS = {Review Paper; Kernel estimation; Nonparametric estimation; Smoothing; Bandwidth selection; Kernel density estimation; Nonparametric curve estimation; Smoothing parameter selection}
}
@ARTICLE{Kels:Digg:1998,
AUTHOR = {Kelsall, Julia E. and Diggle, Peter J.},
TITLE = {Spatial variation in risk of disease: {A} nonparametric binary regression approach},
YEAR = {1998},
JOURNAL = {Applied Statistics},
VOLUME = {47},
PAGES = {559--573},
KEYWORDS = {Cross-validation; Epidemiology; Kernel smoothing}
}
@ARTICLE{Kels:Digg:2002,
AUTHOR = {Kelsall, Julia E. and Diggle, Peter J.},
TITLE = {Correction to ``{S}patial variation in risk of disease: {A} nonparametric binary regression approach'' (1998{V}47 p559-573)},
YEAR = {2002},
JOURNAL = {Applied Statistics},
VOLUME = {51},
NUMBER = {3},
PAGES = {373--373}
}
@ARTICLE{Rupp:Wand:1994,
AUTHOR = {Ruppert, D. and Wand, M. P.},
TITLE = {Multivariate locally weighted least squares regression},
YEAR = {1994},
JOURNAL = {The Annals of Statistics},
VOLUME = {22},
PAGES = {1346--1370},
KEYWORDS = {Kernel estimator; Nonparametric regression}
}
@ARTICLE{Gass:Knei:Kohl:1991,
AUTHOR = {Gasser, Theo and Kneip, Alois and K\"{o}hler, Walter},
TITLE = {A flexible and fast method for automatic smoothing},
YEAR = {1991},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {86},
PAGES = {643--652},
KEYWORDS = {Bandwidth; Kernel estimator}
}
@ARTICLE{Seif:Gass:1996,
AUTHOR = {Seifert, Burkhardt and Gasser, Theo},
TITLE = {Finite-sample variance of local polynomials: {A}nalysis and solutions},
YEAR = {1996},
JOURNAL = {Journal of the American Statistical Association},
VOLUME = {91},
PAGES = {267--275},
KEYWORDS = {Theory and Methods; Nonparametric estimation; Nonparametric regression; Ridge regression; Smoothing; Weight function}
}
@ARTICLE{Nada:1964,
AUTHOR = {Nadaraya, E. A.},
TITLE = {On estimating regression},
YEAR = {1964},
JOURNAL = {Theory of Probability and its Applications},
VOLUME = {9},
PAGES = {141--142},
KEYWORDS = {Asymptotics}
}
@ARTICLE{Wats:1964,
AUTHOR = {Watson, Geoffrey S.},
TITLE = {Smooth regression analysis},
YEAR = {1964},
JOURNAL = {Sankhy\=a Ser.},
VOLUME = {26},
PAGES = {359--372},
KEYWORDS = {}
}
@ARTICLE{Gass:Mull:1984,
AUTHOR = {Gasser, Theo and M\"{u}ller, Hans-Georg},
TITLE = {Estimating regression functions and their derivatives by the kernel method},
YEAR = {1984},
JOURNAL = {Scandinavian Journal of Statistics},
VOLUME = {11},
PAGES = {171--185},
KEYWORDS = {Nonparametric regression}
}
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