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Kjell Doksum - Publications

Affiliations: 
Statistics University of California, Berkeley, Berkeley, CA, United States 
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37 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2021 Ahmed SE, Amiri S, Doksum K. Ensemble Linear Subspace Analysis of High-Dimensional Data. Entropy (Basel, Switzerland). 23. PMID 33803346 DOI: 10.3390/e23030324  0.309
2015 Hossain S, Ahmed SE, Doksum KA. Shrinkage, pretest, and penalty estimators in generalized linear models Statistical Methodology. 24: 52-68. DOI: 10.1016/j.stamet.2014.11.003  0.337
2014 Tang S, Chen L, Tsui KW, Doksum K. Nonparametric variable selection and classification: The CATCH algorithm Computational Statistics and Data Analysis. 72: 158-175. DOI: 10.1016/J.Csda.2013.10.024  0.371
2014 Choi S, Huang X, Cormier JN, Doksum KA. A semiparametric inverse-Gaussian model and inference for survival data with a cured proportion Canadian Journal of Statistics. 42: 635-649. DOI: 10.1002/cjs.11226  0.355
2013 Doksum K. Asymptotic optimality of Hodges-Lehmann inverse rank likelihood estimators Statistical Modelling. 13: 397-407. DOI: 10.1177/1471082X13494609  0.438
2013 Choi S, Doksum KA. A new class of semiparametric transformation models based on first hitting times by latent degradation processes Stat. 2: 227-241. DOI: 10.1002/sta4.31  0.344
2012 Ahmed SE, Hossain S, Doksum KA. LASSO and shrinkage estimation in Weibull censored regression models Journal of Statistical Planning and Inference. 142: 1273-1284. DOI: 10.1016/j.jspi.2011.12.027  0.354
2012 Raheem SME, Ahmed SE, Doksum KA. Absolute penalty and shrinkage estimation in partially linear models Computational Statistics and Data Analysis. 56: 874-891. DOI: 10.1016/j.csda.2011.09.021  0.332
2012 Fallahpour S, Ahmed SE, Doksum KA. L 1 penalty and shrinkage estimation in partially linear models with random coefficient autoregressive errors Applied Stochastic Models in Business and Industry. 28: 236-250. DOI: 10.1002/asmb.933  0.385
2009 Hossain S, Doksum KA, Ahmed SE. Positive shrinkage, improved pretest and absolute penalty estimators in partially linear models Linear Algebra and Its Applications. 430: 2749-2761. DOI: 10.1016/j.laa.2008.12.015  0.329
2009 Schafer CM, Doksum KA. Selecting local models in multiple regression by maximizing power Metrika. 69: 283-304. DOI: 10.1007/S00184-008-0218-Z  0.351
2008 Doksum K, Tang S, Tsui KW. Nonparametric variable selection: The EARTH algorithm Journal of the American Statistical Association. 103: 1609-1620. DOI: 10.1198/016214508000000878  0.371
2007 Ahmed SE, Doksum KA, Hossain S, You J. Shrinkage, pretest and absolute penalty estimators in partially linear models Australian and New Zealand Journal of Statistics. 49: 435-454. DOI: 10.1111/j.1467-842X.2007.00493.x  0.329
2007 Doksum K, Ozeki A, Kim J, Chaibub Neto E. Thinking outside the box: Statistical inference based on Kullback-Leibler empirical projections Statistics and Probability Letters. 77: 1201-1213. DOI: 10.1016/J.Spl.2007.03.005  0.342
2004 Jiang J, Doksum K. Local generalized empirical estimation of regression Science in China, Series a: Mathematics, Physics, Astronomy. 47: 114-127. DOI: 10.1360/02Ys0376  0.371
2000 Doksum K, Peterson D, Samarov A. On variable bandwidth selection in local polynomial regression Journal of the Royal Statistical Society. Series B: Statistical Methodology. 62: 431-448. DOI: 10.1111/1467-9868.00242  0.412
2000 Doksum K, Koo JY. On spline estimators and prediction intervals in nonparametric regression Computational Statistics and Data Analysis. 35: 67-82. DOI: 10.1016/S0167-9473(99)00116-4  0.462
1997 Chaudhuri P, Doksum K, Samarov A. On average derivative quantile regression Annals of Statistics. 25: 715-744. DOI: 10.1214/Aos/1031833670  0.474
1995 Doksum K, Samarov A. Nonparametric Estimation of Global Functionals and a Measure of the Explanatory Power of Covariates in Regression Annals of Statistics. 23: 1443-1473. DOI: 10.1214/Aos/1176324307  0.477
1994 Doksum K, Blyth S, Bradlow E, Meng XL, Zhao H. Correlation curves as local measures of variance explained by regression Journal of the American Statistical Association. 89: 571-582. DOI: 10.1080/01621459.1994.10476782  0.44
1993 Bjerve S, Doksum K. Correlation Curves: Measures of Association as Functions of Covariate Values Annals of Statistics. 21: 890-902. DOI: 10.1214/Aos/1176349156  0.368
1990 Alemayehu D, Doksum K. Using the bootstrap in correlation analysis, with application to a longitudinal data set Journal of Applied Statistics. 17: 357-368. DOI: 10.1080/02664769000000008  0.33
1989 Dabrowska DM, Doksum KA, Song JK. Graphical comparison of cumulative hazards for two populations Biometrika. 76: 763-773. DOI: 10.1093/biomet/76.4.763  0.323
1989 Dabrowska DM, Doksum KA, Miura R. Rank estimates in a class of semiparametric two-sample models Annals of the Institute of Statistical Mathematics. 41: 63-79. DOI: 10.1007/Bf00049110  0.41
1987 Dabrowska DM, Doksum KA. Estimates and confidence intervals for median and mean life in the proportional hazard model Biometrika. 74: 799-807. DOI: 10.1093/biomet/74.4.799  0.346
1984 Doksum KA, Nabeya S. Estimation in proportional hazard and log-linear models Journal of Statistical Planning and Inference. 9: 297-303. DOI: 10.1016/0378-3758(84)90005-3  0.352
1983 Doksum KA, Wong CW. Statistical tests based on transformed data Journal of the American Statistical Association. 78: 411-417. DOI: 10.1080/01621459.1983.10477986  0.308
1981 Bickel PJ, Doksum KA. An analysis of transformations revisited Journal of the American Statistical Association. 76: 296-311. DOI: 10.1080/01621459.1981.10477649  0.517
1978 Bjerve S, Doksum KA. Estimation in some nonlinear models Journal of the American Statistical Association. 73: 366-370. DOI: 10.1080/01621459.1978.10481584  0.369
1974 Doksum K. Empirical Probability Plots and Statistical Inference for Nonlinear Models in the Two-Sample Case Annals of Statistics. 2: 267-277. DOI: 10.1214/Aos/1176342662  0.343
1974 Doksum K. Tailfree and Neutral Random Probabilities and Their Posterior Distributions Annals of Probability. 2: 183-201. DOI: 10.1214/Aop/1176996703  0.301
1971 Doksum K, Thompson R. Power Bounds and Asymptotic Minimax Results for One-sample Rank Tests Annals of Mathematical Statistics. 42: 12-34. DOI: 10.1214/Aoms/1177693491  0.316
1969 Doksum K. Minimax Results for IFRA Scale Alternatives Annals of Mathematical Statistics. 40: 1778-1783. DOI: 10.1214/Aoms/1177697390  0.352
1968 Doksum K. Correction Notes: Correction to Asymptotically Optimal Statistics in Some Models with Increasing Failure Rate Averages Annals of Mathematical Statistics. 39: 684-685. DOI: 10.1214/Aoms/1177698431  0.323
1967 Doksum K. Robust Procedures for Some Linear Models with one Observation per Cell Annals of Mathematical Statistics. 38: 878-883. DOI: 10.1214/Aoms/1177698881  0.33
1967 Doksum K. Asymptotically Optimal Statistics In Some Models With Increasing Failure Rate Averages Annals of Mathematical Statistics. 38: 1731-1739. DOI: 10.1214/Aoms/1177698607  0.349
1966 Doksum K. Asymptotically Minimax Distribution-free Procedures Annals of Mathematical Statistics. 37: 619-628. DOI: 10.1214/Aoms/1177699455  0.34
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