Model-Assisted Survey Regression Estimation with the Lasso
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Gretchen G. Moisen | F. Jay Breidt | Kelly S. McConville | Thomas C.M. Lee | Thomas C. M. Lee | F. Breidt | G. Moisen | K. McConville
[1] Survey design asymptotics for the model-assisted penalised spline regression estimator , 2013 .
[2] Giorgio E. Montanari,et al. Nonparametric Model Calibration Estimation in Survey Sampling , 2005 .
[3] C. Cassel,et al. Some results on generalized difference estimation and generalized regression estimation for finite populations , 1976 .
[4] J. Beaumont,et al. Another look at ridge calibration , 2008 .
[5] Thomas C.M. Lee,et al. Improved estimation for complex surveys using modern regression techniques , 2011 .
[6] C. Goga. Réduction de la variance dans les sondages en présence d'information auxiliarie: Une approache non paramétrique par splines de régression , 2005 .
[7] P. Bardsley,et al. Multipurpose Estimation from Unbalanced Samples , 1984 .
[8] Robert Chambers,et al. Robust case-weighting for multipurpose establishment surveys. , 1996 .
[9] R Core Team,et al. R: A language and environment for statistical computing. , 2014 .
[10] Chris J. Skinner,et al. Variable selection for regression estimation in finite populations , 1997 .
[11] H. Zou. The Adaptive Lasso and Its Oracle Properties , 2006 .
[12] P. Robinson,et al. Asymptotic properties of the generalized regression estimator in probability sampling , 2016 .
[13] A. Tsybakov,et al. Sparsity oracle inequalities for the Lasso , 2007, 0705.3308.
[14] Warren B. Cohen,et al. Modeling Percent Tree Canopy Cover: A Pilot Study , 2012 .
[15] G. Schwarz. Estimating the Dimension of a Model , 1978 .
[16] H. Akaike,et al. Information Theory and an Extension of the Maximum Likelihood Principle , 1973 .
[17] F. Breidt,et al. Model-Assisted Estimation of Forest Resources With Generalized Additive Models , 2007 .
[18] S. Geer,et al. On the conditions used to prove oracle results for the Lasso , 2009, 0910.0722.
[19] Carl-Erik Särndal,et al. Model Assisted Survey Sampling , 1997 .
[20] Carl-Erik Särndal,et al. The weighted residual technique for estimating the variance of the general regression estimator of the finite population total , 1989 .
[21] C. Särndal,et al. Calibration Estimators in Survey Sampling , 1992 .
[22] Martin J. Wainwright,et al. Minimax Rates of Estimation for High-Dimensional Linear Regression Over $\ell_q$ -Balls , 2009, IEEE Transactions on Information Theory.
[23] R. Tibshirani. Regression Shrinkage and Selection via the Lasso , 1996 .
[24] D. Freedman,et al. Asymptotic Normality and the Bootstrap in Stratified Sampling , 1984 .
[25] F. Breidt,et al. Local polynomial regresssion estimators in survey sampling , 2000 .
[26] F. Breidt,et al. Model-Assisted Estimation for Complex Surveys Using Penalized Splines , 2005 .
[27] D. Horvitz,et al. A Generalization of Sampling Without Replacement from a Finite Universe , 1952 .
[28] F. Breidt,et al. Nonparametric and Semiparametric Estimation in Complex Surveys , 2009 .
[29] J. Rao,et al. Inference From Stratified Samples: Properties of the Linearization, Jackknife and Balanced Repeated Replication Methods , 1981 .
[30] Changbao Wu,et al. A Model-Calibration Approach to Using Complete Auxiliary Information From Survey Data , 2001 .
[31] A. Singh,et al. A RIDGE-SHRINKAGE METHOD FOR RANGE-RESTRICTED WEIGHT CALIBRATION IN SURVEY SAMPLING , 2002 .
[32] Li Wang,et al. Nonparametric additive model-assisted estimation for survey data , 2011, J. Multivar. Anal..
[33] Wenjiang J. Fu,et al. Asymptotics for lasso-type estimators , 2000 .
[34] Trevor Hastie,et al. Regularization Paths for Generalized Linear Models via Coordinate Descent. , 2010, Journal of statistical software.
[35] C. T. Isaki,et al. Survey Design under the Regression Superpopulation Model , 1982 .
[36] G. Montanari,et al. Nonparametric Methods in Survey Sampling , 2005 .
[37] Limin Yang,et al. Development of a 2001 National land-cover database for the United States , 2004 .