Case influence diagnostics in the lasso regression
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Bae, 2008, Influence diagnostics in the varying coefficient model with longitudinal data, Computational Statistics, 23, 185, 10.1007/s00180-007-0025-4
Belsley, 1980
Box, 1964, An analysis of transformations, Journal of the Royal Statistical Society. Series B, 25, 211
Chatterjee, 1986, Influential observations, high leverage points, and outliers in linear regression (with discussion), Statistical Science, 1, 379, 10.1214/ss/1177013622
Cook, 1977, Detection of influential observation in linear regression, Technometrics, 19, 15, 10.2307/1268249
Cook, 1983, Transformations and influential case in regression, Technometrics, 25, 337, 10.1080/00401706.1983.10487896
Cook, 1980, Characterizations of an empirical influence function for detecting influential cases in regression, Technometrics, 22, 495, 10.1080/00401706.1980.10486199
Daniel, 1980
Eubank, 1985, Diagnostics for smoothing splines, Journal of the Royal Statistical Society. Series B, 47, 332
Fung, 2002, Influence diagnostics and outlier tests for semiparametric mixed models, Journal of the Royal Statistical Society. Series B, 64, 565, 10.1111/1467-9868.00351
Golub, 1979, Generalized cross-validation as a method of choosing a good ridge parameter, Technometrics, 21, 215, 10.1080/00401706.1979.10489751
Hinkley, 1988, More about transformations and influential cases in regression, Technometrics, 30, 435, 10.1080/00401706.1988.10488439
Hoerl, 1970, Ridge regression: biased estimation for nonorthogonal problems, Technometrics, 12, 55, 10.1080/00401706.1970.10488634
Kim, 1996, Local influence and replacement measure, Communications in Statistics. Theory and Methods, 25, 49, 10.1080/03610929608831679
Kim, 2001, Cook’s distance in local polynomial regression, Statistics & Probability Letters, 54, 33, 10.1016/S0167-7152(01)00031-1
Kim, 2002, Influence diagnostics in semiparametric regression models, Statistics & Probability Letters, 60, 49, 10.1016/S0167-7152(02)00268-7
Kim, 1996, Reference values in Cook’s distance, Communications in Statistics. Simulation and Computation, 25, 691, 10.1080/03610919608813337
Kim, 1996, A note on Box–Cox transformation diagnostics, Technometrics, 38, 178
Miller, 1974, The jackknife — a review, Biometrika, 61, 1
Pregibon, 1981, Logistic regression diagnostics, The Annals of Statistics, 9, 705, 10.1214/aos/1176345513
Silverman, 1986
Stamey, 1989, Prostate specific antigen in the diagnosis and treatment of adenocarcinoma of the prostate II. radical prostatectomy treated patients, Journal of Urology, 16, 1076, 10.1016/S0022-5347(17)41175-X
Tibshirani, 1996, Regression shrinkage and selection via the lasso, Journal of the Royal Statistical Society. Series B, 58, 267
Tsai, 1990, Diagnostics in transformation and weighted regression, Technometrics, 32, 315, 10.1080/00401706.1990.10484684
Walker, 1990, Influence measures in ridge regression, Technometrics, 30, 221, 10.1080/00401706.1988.10488370