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The Annals of Statistics, ISSN 0090-5364, 4/2012, Volume 40, Issue 2, pp. 1171 - 1197
We analyze a class of estimators based on convex relaxation for solving high-dimensional matrix decomposition problems. The observations are noisy realizations... 
Factor analysis | Covariance | Error bounds | Principal components analysis | Matrices | Mathematical vectors | Convexity | Covariance matrices | Modeling | Estimators | High-dimensional inference | Composite regularizers | Nuclear norm | LINEAR-REGRESSION | composite regularizers | STATISTICS & PROBABILITY | LOW-RANK MATRICES | nuclear norm | 62H12 | 62F30
Journal Article
The Annals of Statistics, ISSN 0090-5364, 4/2011, Volume 39, Issue 2, pp. 1069 - 1097
Journal Article
Linear and Multilinear Algebra, ISSN 0308-1087, 2019, pp. 1 - 15
Journal Article
Annals of Statistics, ISSN 0090-5364, 02/2016, Volume 44, Issue 1, pp. 87 - 112
The beta-model of random graphs is an exponential family model with the degree sequence as a sufficient statistic. In this paper, we contribute three key... 
Differential privacy | Existence of MLE | Degree sequence | β-model | Measurement error | measurement error | NUMBER | beta-model | existence of MLE | STATISTICS & PROBABILITY | VERTICES | SOCIAL NETWORKS | differential privacy | 91D30 | 62F30 | 62F12
Journal Article
The Annals of Statistics, ISSN 0090-5364, 10/2012, Volume 40, Issue 5, pp. 2452 - 2482
Journal Article
Communications in Statistics: Simulation and Computation, ISSN 0361-0918, 2018, pp. 1 - 17
Journal Article
Annals of Statistics, ISSN 0090-5364, 12/2017, Volume 45, Issue 6, pp. 2565 - 2589
Journal Article
Reports on Mathematical Physics, ISSN 0034-4877, 04/2016, Volume 77, Issue 2, pp. 251 - 263
Journal Article
Entropy, ISSN 1099-4300, 06/2019, Volume 21, Issue 6, p. 596
In this article, we provide initial findings regarding the problem of solving likelihood equations by means of a maximum entropy (ME) approach. Unlike standard... 
Maximum likelihood | Data separation | Maximum entropy | Binary regression | Score function | score function | PHYSICS, MULTIDISCIPLINARY | maximum likelihood | 62F30 | 62P25 | RECOVERING INFORMATION | maximum entropy | binary regression | data separation | 62J12 | Statistics - Computation
Journal Article
The Annals of Statistics, ISSN 0090-5364, 12/2014, Volume 42, Issue 6, pp. 2340 - 2381
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 08/2018, Volume 47, Issue 7, pp. 1890 - 1898
Many procedures exist for testing equality of means or medians to compare several independent distributions. However, the mean or median do not determine the... 
Quantiles | 62F03 | Likelihood ratio test | Actual size | 62F30 | Generalized p-value | PERCENTILES | LOG-NORMAL DISTRIBUTIONS | RATIO | STATISTICS & PROBABILITY | SAMPLE INFERENCE | Likelihood ratio | Equality | Computer simulation | Test procedures
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 04/2017, Volume 46, Issue 7, pp. 3186 - 3199
In this study we discuss multiple comparison procedures for checking differences among a sequence of normal means with ordered restriction. Lee and Spurrier (... 
62H15 | Likelihood ratio test estimator | Multivariate t-distribution | Power comparison | 62F30 | Statistical analysis | Samples | Constrictions | Regression | Statistical methods | Statistics | Estimators
Journal Article
The Annals of Statistics, ISSN 0090-5364, 04/2013, Volume 41, Issue 2, pp. 536 - 567
We consider the problem of regularized maximum likelihood estimation for the structure and parameters of a high-dimensional, sparse directed acyclic graphical... 
Causal inference | faithfulness condition | high-dimensional inference | graphical modeling | 62F30 | 62F12 | Gaussian structural equation model
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 06/2019, Volume 48, Issue 11, pp. 2748 - 2765
Improved point and interval estimation of the smallest scale parameter of n independent populations following two-parameter exponential distributions are... 
Maruyama-type estimators | Stein-type estimators | Decision theory | 62C99 | 62F30 | 62F99 | Strawderman-type estimators | Kubokawa's methodology | Brewster and Zidek-type estimators | Kubokawa’s methodology | STATISTICS & PROBABILITY | INADMISSIBILITY | VARIANCE | Sampling | Parameter estimation | Estimators
Journal Article
Journal of Applied Statistics, ISSN 0266-4763, 07/2017, Volume 44, Issue 10, pp. 1743 - 1760
A medical examination provides a key input into decisions about disability pension and other forms of income support or compensation that are justified on... 
Assessment | Fisher scoring algorithm | 62F30 | 62F10 | disability score | score inflation | discrete linear distribution | STATISTICS & PROBABILITY | Disabilities | Sensitivity analysis | Assessments | Disability pensions
Journal Article
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