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TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS

Authors: James E. Johndrow Anirban Bhattacharya David B. Dunson

Journal: Annals of statistics

Citation: James E. Johndrow et al., TENSOR DECOMPOSITIONS AND SPARSE LOG-LINEAR MODELS, Annals of statistics , 45(1), 2017, pp. 1-38

A LAVA ATTACK ON THE RECOVERY OF SUMS OF DENSE AND SPARSE SIGNALS

Authors: Victor Chernozhukov Christian Hansen Yuan Liao

Journal: Annals of statistics

Citation: Victor Chernozhukov et al., A LAVA ATTACK ON THE RECOVERY OF SUMS OF DENSE AND SPARSE SIGNALS, Annals of statistics , 45(1), 2017, pp. 39-78

STATISTICAL GUARANTEES FOR THE EM ALGORITHM: FROM POPULATION TO SAMPLE-BASED ANALYSIS

Authors: Sivaraman Balakrishnan Martin J. Wainwright Bin Yu

Journal: Annals of statistics

Citation: Sivaraman Balakrishnan et al., STATISTICAL GUARANTEES FOR THE EM ALGORITHM: FROM POPULATION TO SAMPLE-BASED ANALYSIS, Annals of statistics , 45(1), 2017, pp. 77-120

NORMAL APPROXIMATION AND CONCENTRATION OF SPECTRAL PROJECTORS OF SAMPLE COVARIANCE

Authors: Vladimir Koltchinskii Karim Lounici

Journal: Annals of statistics

Citation: Vladimir Koltchinskii et Karim Lounici, NORMAL APPROXIMATION AND CONCENTRATION OF SPECTRAL PROJECTORS OF SAMPLE COVARIANCE, Annals of statistics , 45(1), 2017, pp. 121-157

A GENERAL THEORY OF HYPOTHESIS TESTS AND CONFIDENCE REGIONS FOR SPARSE HIGH DIMENSIONAL MODELS

Authors: Yang Ning Han Liu

Journal: Annals of statistics

Citation: Yang Ning et Han Liu, A GENERAL THEORY OF HYPOTHESIS TESTS AND CONFIDENCE REGIONS FOR SPARSE HIGH DIMENSIONAL MODELS, Annals of statistics , 45(1), 2017, pp. 158-195

A BAYESIAN APPROACH FOR ENVELOPE MODELS

Authors: Kshitij Khare Subhadip Pal Zhihua Su

Journal: Annals of statistics

Citation: Kshitij Khare et al., A BAYESIAN APPROACH FOR ENVELOPE MODELS, Annals of statistics , 45(1), 2017, pp. 196-222

MONGE-KANTOROVICH DEPTH, QUANTILES, RANKS AND SIGNS

Authors: Victor Chernozhukov Alfred Galichon Marc Hallin Marc Henry

Journal: Annals of statistics

Citation: Victor Chernozhukov et al., MONGE-KANTOROVICH DEPTH, QUANTILES, RANKS AND SIGNS, Annals of statistics , 45(1), 2017, pp. 223-256

IDENTIFYING THE NUMBER OF FACTORS FROM SINGULAR VALUES OF A LARGE SAMPLE AUTO-COVARIANCE MATRIX

Authors: Zeng Li Qinwen Wang Jianfeng Yao

Journal: Annals of statistics

Citation: Zeng Li et al., IDENTIFYING THE NUMBER OF FACTORS FROM SINGULAR VALUES OF A LARGE SAMPLE AUTO-COVARIANCE MATRIX, Annals of statistics , 45(1), 2017, pp. 257-288

CONSISTENCY OF SPECTRAL HYPERGRAPH PARTITIONING UNDER PLANTED PARTITION MODEL

Authors: Debarghya Ghoshdastidar Ambedkar Dukkipati

Journal: Annals of statistics

Citation: Debarghya Ghoshdastidar et Ambedkar Dukkipati, CONSISTENCY OF SPECTRAL HYPERGRAPH PARTITIONING UNDER PLANTED PARTITION MODEL, Annals of statistics , 45(1), 2017, pp. 289-315

ORACLE INEQUALITIES FOR NETWORK MODELS AND SPARSE GRAPHON ESTIMATION

Authors: Olga Klopp Alexandre B. Tsybakov Nicolas Verzelen

Journal: Annals of statistics

Citation: Olga Klopp et al., ORACLE INEQUALITIES FOR NETWORK MODELS AND SPARSE GRAPHON ESTIMATION, Annals of statistics , 45(1), 2017, pp. 316-354

APPROXIMATE GROUP CONTEXT TREE

Authors: Alexandre Belloni Roberto I. Oliveira

Journal: Annals of statistics

Citation: Alexandre Belloni et Roberto I. Oliveira, APPROXIMATE GROUP CONTEXT TREE, Annals of statistics , 45(1), 2017, pp. 355-385

FLEXIBLE RESULTS FOR QUADRATIC FORMS WITH APPLICATIONS TO VARIANCE COMPONENTS ESTIMATION

Authors: Lee H. Dicker Murat A. Erdogdu

Journal: Annals of statistics

Citation: Lee H. Dicker et Murat A. Erdogdu, FLEXIBLE RESULTS FOR QUADRATIC FORMS WITH APPLICATIONS TO VARIANCE COMPONENTS ESTIMATION, Annals of statistics , 45(1), 2017, pp. 386-414

EXTREME EIGENVALUES OF LARGE-DIMENSIONAL SPIKED FISHER MATRICES WITH APPLICATION

Authors: Qinwen Wang Jianfeng Yao

Journal: Annals of statistics

Citation: Qinwen Wang et Jianfeng Yao, EXTREME EIGENVALUES OF LARGE-DIMENSIONAL SPIKED FISHER MATRICES WITH APPLICATION, Annals of statistics , 45(1), 2017, pp. 415-460

MIMICKING COUNTERFACTUAL OUTCOMES TO ESTIMATE CAUSAL EFFECTS

Authors: Judith J. Lok

Journal: Annals of statistics

Citation: Judith J. Lok, MIMICKING COUNTERFACTUAL OUTCOMES TO ESTIMATE CAUSAL EFFECTS, Annals of statistics , 45(2), 2017, pp. 461-499

LIKELIHOOD-BASED MODEL SELECTION FOR STOCHASTIC BLOCK MODELS

Authors: Y. X. Rachel Wang Peter J. Bickel

Journal: Annals of statistics

Citation: Y. X. Rachel Wang et Peter J. Bickel, LIKELIHOOD-BASED MODEL SELECTION FOR STOCHASTIC BLOCK MODELS, Annals of statistics , 45(2), 2017, pp. 500-528

MULTIPLE TESTING OF LOCAL MAXIMA FOR DETECTION OF PEAKS IN RANDOM FIELDS

Authors: Dan Cheng Armin Schwartzman

Journal: Annals of statistics

Citation: Dan Cheng et Armin Schwartzman, MULTIPLE TESTING OF LOCAL MAXIMA FOR DETECTION OF PEAKS IN RANDOM FIELDS, Annals of statistics , 45(2), 2017, pp. 529-556

A RATE OPTIMAL PROCEDURE FOR RECOVERING SPARSE DIFFERENCES BETWEEN HIGH-DIMENSIONAL MEANS UNDER DEPENDENCE

Authors: Jun Li Ping-shou Zhong

Journal: Annals of statistics

Citation: Jun Li et Ping-shou Zhong, A RATE OPTIMAL PROCEDURE FOR RECOVERING SPARSE DIFFERENCES BETWEEN HIGH-DIMENSIONAL MEANS UNDER DEPENDENCE, Annals of statistics , 45(2), 2017, pp. 557-590

ONLINE ESTIMATION OF THE GEOMETRIC MEDIAN IN HILBERT SPACES: NONASYMPTOTIC CONFIDENCE BALLS

Authors: Hervé Cardot Peggy Cénac Antoine Godichon-Baggioni

Journal: Annals of statistics

Citation: Hervé Cardot et al., ONLINE ESTIMATION OF THE GEOMETRIC MEDIAN IN HILBERT SPACES: NONASYMPTOTIC CONFIDENCE BALLS, Annals of statistics , 45(2), 2017, pp. 591-614

CONFIDENCE INTERVALS FOR HIGH-DIMENSIONAL LINEAR REGRESSION: MINIMAX RATES AND ADAPTIVITY

Authors: T. Tony Cai Zijian Guo

Journal: Annals of statistics

Citation: T. Tony Cai et Zijian Guo, CONFIDENCE INTERVALS FOR HIGH-DIMENSIONAL LINEAR REGRESSION: MINIMAX RATES AND ADAPTIVITY, Annals of statistics , 45(2), 2017, pp. 615-646

ESTIMATING THE EFFECT OF JOINT INTERVENTIONS FROM OBSERVATIONAL DATA IN SPARSE HIGH-DIMENSIONAL SETTINGS

Authors: Preetam Nandy Marloes H. Maathuis Thomas S. Richardson

Journal: Annals of statistics

Citation: Preetam Nandy et al., ESTIMATING THE EFFECT OF JOINT INTERVENTIONS FROM OBSERVATIONAL DATA IN SPARSE HIGH-DIMENSIONAL SETTINGS, Annals of statistics , 45(2), 2017, pp. 647-674

IDENTIFIABILITY OF RESTRICTED LATENT CLASS MODELS WITH BINARY RESPONSES

Authors: Gongjun Xu

Journal: Annals of statistics

Citation: Gongjun Xu, IDENTIFIABILITY OF RESTRICTED LATENT CLASS MODELS WITH BINARY RESPONSES, Annals of statistics , 45(2), 2017, pp. 675-707

A BERNSTEIN-TYPE INEQUALITY FOR SOME MIXING PROCESSES AND DYNAMICAL SYSTEMS WITH AN APPLICATION TO LEARNING

Authors: Hanyuan Hang Ingo Steinwart

Journal: Annals of statistics

Citation: Hanyuan Hang et Ingo Steinwart, A BERNSTEIN-TYPE INEQUALITY FOR SOME MIXING PROCESSES AND DYNAMICAL SYSTEMS WITH AN APPLICATION TO LEARNING, Annals of statistics , 45(2), 2017, pp. 708-743

CONSISTENCY OF LIKELIHOOD ESTIMATION FOR GIBBS POINT PROCESSES

Authors: David Dereudre Frédéric Lavancier

Journal: Annals of statistics

Citation: David Dereudre et Frédéric Lavancier, CONSISTENCY OF LIKELIHOOD ESTIMATION FOR GIBBS POINT PROCESSES, Annals of statistics , 45(2), 2017, pp. 744-770

TESTS FOR HIGH-DIMENSIONAL DATA BASED ON MEANS, SPATIAL SIGNS AND SPATIAL RANKS

Authors: Anirvan Chakraborty Probal Chaudhuri

Journal: Annals of statistics

Citation: Anirvan Chakraborty et Probal Chaudhuri, TESTS FOR HIGH-DIMENSIONAL DATA BASED ON MEANS, SPATIAL SIGNS AND SPATIAL RANKS, Annals of statistics , 45(2), 2017, pp. 771-799

INFERENCE ON THE MODE OF WEAK DIRECTIONAL SIGNALS: A LE CAM PERSPECTIVE ON HYPOTHESIS TESTING NEAR SINGULARITIES

Authors: Davy Paindaveine Thomas Verdebout

Journal: Annals of statistics

Citation: Davy Paindaveine et Thomas Verdebout, INFERENCE ON THE MODE OF WEAK DIRECTIONAL SIGNALS: A LE CAM PERSPECTIVE ON HYPOTHESIS TESTING NEAR SINGULARITIES, Annals of statistics , 45(2), 2017, pp. 800-832

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