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A MAJORIZATION―MINIMIZATION APPROACH TO VARIABLE SELECTION USING SPIKE AND SLAB PRIORSYEN, Tso-Jung.Annals of statistics. 2011, Vol 39, Num 3, pp 1748-1775, issn 0090-5364, 28 p.Article

CONSISTENCY OF MARKOV CHAIN QUASI-MONTE CARLO ON CONTINUOUS STATE SPACESCHEN, By S; DICK, J; OWEN, A. B et al.Annals of statistics. 2011, Vol 39, Num 2, pp 673-701, issn 0090-5364, 29 p.Article

EXPONENTIAL SCREENING AND OPTIMAL RATES OF SPARSE ESTIMATIONRIGOLLET, Philippe; TSYBAKOV, Alexandre.Annals of statistics. 2011, Vol 39, Num 2, pp 731-771, issn 0090-5364, 41 p.Article

FOCUSED INFORMATION CRITERION AND MODEL AVERAGING FOR GENERALIZED ADDITIVE PARTIAL LINEAR MODELSXINYU ZHANG; HUA LIANG.Annals of statistics. 2011, Vol 39, Num 1, pp 174-200, issn 0090-5364, 27 p.Article

FUNCTIONAL SINGLE INDEX MODELS FOR LONGITUDINAL DATAJIANG, Ci-Ren; WANG, Jane-Ling.Annals of statistics. 2011, Vol 39, Num 1, pp 362-388, issn 0090-5364, 27 p.Article

IMMIGRATED URN MODELS—THEORETICAL PROPERTIES AND APPLICATIONSZHANG, Li-Xin; FEIFANG HU; HUNG CHEUNG, Siu et al.Annals of statistics. 2011, Vol 39, Num 1, pp 643-671, issn 0090-5364, 29 p.Article

LIMITING LAWS OF COHERENCE OF RANDOM MATRICES WITH APPLICATIONS TO TESTING COVARIANCE STRUCTURE AND CONSTRUCTION OF COMPRESSED SENSING MATRICESTONY CAI, T; JIANG, Tiefeng.Annals of statistics. 2011, Vol 39, Num 3, pp 1496-1525, issn 0090-5364, 30 p.Article

MULTIPLE TESTING VIA FDRL FOR LARGE-SCALE IMAGING DATACHUNMING ZHANG; JIANQING FAN; TAO YU et al.Annals of statistics. 2011, Vol 39, Num 1, pp 613-642, issn 0090-5364, 30 p.Article

NEW EFFICIENT ESTIMATION AND VARIABLE SELECTION METHODS FOR SEMIPARAMETRIC VARYING-COEFFICIENT PARTIALLY LINEAR MODELSBO KAI; RUNZE LI; HUI ZOU et al.Annals of statistics. 2011, Vol 39, Num 1, pp 305-332, issn 0090-5364, 28 p.Article

PERFORMANCE GUARANTEES FOR INDIVIDUALIZED TREATMENT RULESMIN QIAN; MURPHY, Susan A.Annals of statistics. 2011, Vol 39, Num 2, pp 1180-1210, issn 0090-5364, 31 p.Article

POWER-ENHANCED MULTIPLE DECISION FUNCTIONS CONTROLLING FAMILY-WISE ERROR AND FALSE DISCOVERY RATESPENA, Edsel A; HABIGER, Joshua D; WENSONG WU et al.Annals of statistics. 2011, Vol 39, Num 1, pp 556-583, issn 0090-5364, 28 p.Article

SUPPORT UNION RECOVERY IN HIGH-DIMENSIONAL MULTIVARIATE REGRESSIONGUILLAUME OBOZINSKI, B. Y; WAINWRIGHT, Martin J; JORDAN, Michael I et al.Annals of statistics. 2011, Vol 39, Num 1, pp 1-47, issn 0090-5364, 47 p.Article

TESTING COMPOSITE HYPOTHESES, HERMITE POLYNOMIALS AND OPTIMAL ESTIMATION OF A NONSMOOTH FUNCTIONALTONY CAI, T; LOW, Mark G.Annals of statistics. 2011, Vol 39, Num 2, pp 1012-1041, issn 0090-5364, 30 p.Article

ℓ1-PENALIZED QUANTILE REGRESSION IN HIGH-DIMENSIONAL SPARSE MODELSBELLONI, Alexandre; CHERNOZHUKOV, Victor.Annals of statistics. 2011, Vol 39, Num 1, pp 82-130, issn 0090-5364, 49 p.Article

GAUSSIAN PSEUDO-MAXIMUM LIKELIHOOD ESTIMATION OF FRACTIONAL TIME SERIES MODELSHUALDE, Javier; ROBINSON, Peter M.Annals of statistics. 2011, Vol 39, Num 6, pp 3152-3181, issn 0090-5364, 30 p.Article

MINIMAX ESTIMATION FOR MIXTURES OF WISHART DISTRIBUTIONSHAFF, L. R; KIM, P. T; KOO, J.-Y et al.Annals of statistics. 2011, Vol 39, Num 6, pp 3417-3440, issn 0090-5364, 24 p.Article

ON DECONVOLUTION OF DISTRIBUTION FUNCTIONSDATTNER, I; GOLDENSHLUGER, A; JUDITSKY, A et al.Annals of statistics. 2011, Vol 39, Num 5, pp 2477-2501, issn 0090-5364, 25 p.Article

PARAMETRIC OR NONPARAMETRIC? A PARAMETRICNESS INDEX FOR MODEL SELECTIONWEI LIU; YUHONG YANG.Annals of statistics. 2011, Vol 39, Num 4, pp 2074-2102, issn 0090-5364, 29 p.Article

RATES OF CONTRACTION FOR POSTERIOR DISTRIBUTIONS IN Lr-METRICS, 1 ≤ r ≤ ∞GINE, Evarist; NICKL, Richard.Annals of statistics. 2011, Vol 39, Num 6, pp 2883-2911, issn 0090-5364, 29 p.Article

STATISTICAL INFERENCE FOR TIME-CHANGED LEVY PROCESSES VIA COMPOSITE CHARACTERISTIC FUNCTION ESTIMATIONBELOMESTNY, Denis.Annals of statistics. 2011, Vol 39, Num 4, pp 2205-2242, issn 0090-5364, 38 p.Article

SUFFICIENT DIMENSION REDUCTION BASED ON AN ENSEMBLE OF MINIMUM AVERAGE VARIANCE ESTIMATORSXIANGRONG YIN; BING LI.Annals of statistics. 2011, Vol 39, Num 6, pp 3392-3416, issn 0090-5364, 25 p.Article

ADAPTIVE ESTIMATION FOR HAWKES PROCESSES; APPLICATION TO GENOME ANALYSISREYNAUD-BOURET, Patricia; SCHBATH, Sophie.Annals of statistics. 2010, Vol 38, Num 5, pp 2781-2822, issn 0090-5364, 42 p.Article

AN EFFICIENT ESTIMATOR FOR LOCALLY STATIONARY GAUSSIAN LONG-MEMORY PROCESSESPALMA, Wilfredo; OLEA, Ricardo.Annals of statistics. 2010, Vol 38, Num 5, pp 2958-2997, issn 0090-5364, 40 p.Article

ASYMPTOTIC EQUIVALENCE OF SPECTRAL DENSITY ESTIMATION AND GAUSSIAN WHITE NOISEGOLUBEV, Georgi K; NUSSBAUM, Michael; ZHOU, Harrison H et al.Annals of statistics. 2010, Vol 38, Num 1, pp 181-214, issn 0090-5364, 34 p.Article

BALANCED CONTROL OF GENERALIZED ERROR RATESROMANO, Joseph P; WOLF, Michael.Annals of statistics. 2010, Vol 38, Num 1, pp 598-633, issn 0090-5364, 36 p.Article

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