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62g35 (354) 354
statistics & probability (277) 277
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The Annals of Statistics, ISSN 0090-5364, 2/2007, Volume 35, Issue 1, pp. 92 - 108
Journal Article
The Annals of Statistics, ISSN 0090-5364, 10/2014, Volume 42, Issue 5, pp. 2026 - 2057
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 02/2016, Volume 45, Issue 4, pp. 906 - 921
In the additive hazards model the hazard function of a survival variable T is modeled additively as , where λ 0 (t) is a common non parametric baseline hazard... 
Estimating equation | Robust estimators | 62G05, 62G35, 62N01, 62N02 | Additive hazards model | 62G05 | 62N01 | 62N02 | STATISTICS & PROBABILITY | 62G35 | Regression analysis | Additives | Asymptotic properties | Mathematical analysis | Images | Hazards | Mathematical models | Influence functions | Estimators
Journal Article
Biometrika, ISSN 0006-3444, 06/2016, Volume 103, Issue 2, pp. 475 - 482
Suppose we are interested in the mean of an outcome variable missing not at random. Suppose however that one has available a fully observed shadow variable,... 
Doubly robust estimation | Missingness not at random | Shadow variable | STATISTICS & PROBABILITY | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Miscellanea
Journal Article
Probability Theory and Related Fields, ISSN 0178-8051, 10/2017, Volume 169, Issue 1, pp. 523 - 564
This paper considers the problem of estimation of a low-rank matrix when most of its entries are not observed and some of the observed entries are corrupted.... 
62G05 | 62J02 | Mathematical and Computational Biology | Theoretical, Mathematical and Computational Physics | Operations Research/Decision Theory | Probability Theory and Stochastic Processes | Mathematics | Quantitative Finance | 62G35 | DECOMPOSITION | STATISTICS & PROBABILITY | OPTIMAL RATES | Sparsity | Minimax technique | Convexity | Statistics
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 02/2016, Volume 45, Issue 4, pp. 976 - 999
This paper considers a partially non linear model E(Y|X, z, t) = f(X, β) + z T g(t) and gives its T-type estimate, which is a weighted quasi-likelihood... 
Convergence rate | T-type | Partially non linear | Consistency | 62G35, 62G08, 62J02 | Influential function | 62J02 | REGRESSION | 62G08 | STATISTICS & PROBABILITY | EFFICIENT ESTIMATION | SELECTION | 62G35 | Economic models | Estimating techniques | Least squares method | Asymptotic properties | Influence functions | Deviation | Estimates | Statistics | Convergence
Journal Article
Journal of Applied Statistics, ISSN 0266-4763, 01/2020, Volume 47, Issue 2, pp. 323 - 336
Based on the minimal spanning tree (MST) of the observed data set, the paper introduces new notions of data depth and medians for multivariate data. The MST of... 
multidimensional median | depth function | minimal spanning tree | 62G30 | Data depth | 62G35 | graph | MULTIVARIATE | STATISTICS & PROBABILITY | BREAKDOWN | Data points | Graph theory | Robustness (mathematics) | Multivariate analysis | Apexes | Data sets
Journal Article
Annals of Statistics, ISSN 0090-5364, 2018, Volume 46, Issue 6A, pp. 2871 - 2903
Estimation of the covariance matrix has attracted a lot of attention of the statistical research community over the years, partially due to important... 
Heavy tails | Concentration inequality | Random matrix | Covariance estimation | Matrix completion | LOCATION | covariance estimation | heavy tails | OPTIMAL RATES | matrix completion | HIGH-DIMENSIONAL COVARIANCE | concentration inequality | ROBUST ESTIMATION | CONVERGENCE | STATISTICS & PROBABILITY
Journal Article
The Annals of Statistics, ISSN 0090-5364, 2/2016, Volume 44, Issue 1, pp. 288 - 317
Journal Article
Constructive Approximation, ISSN 0176-4276, 2/2013, Volume 37, Issue 1, pp. 73 - 99
In this paper, we improve existing results in the field of compressed sensing and matrix completion when sampled data may be grossly corrupted. We introduce... 
49K45 | Robust PCA | Restricted isometry property | Convex optimization | Numerical Analysis | Analysis | Golfing scheme | Mathematics | 62G35 | Compressed sensing | Matrix completion | MATHEMATICS | RECONSTRUCTION | DECOMPOSITION
Journal Article
Journal of Applied Mathematics, Statistics and Informatics, ISSN 1339-0015, 12/2019, Volume 15, Issue 2, pp. 47 - 59
We are interested in comparing the performance of various nonlinear estimators of parameters of the standard nonlinear regression model. While the standard... 
62J02 | computations | 68T05 | optimization | optimal method selection | nonlinear least weighted squares | 68-04 | 62G35 | 62j02 | 68t05 | 62g35
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 08/2018, Volume 47, Issue 7, pp. 2119 - 2138
Although the most common approach for comparing two independent groups is on the basis of some measure of location, determination of the differences in the... 
quantile estimators | 62G10 | two independent groups | 62G09 | 62G35 | Percentile bootstrap | STATISTICS & PROBABILITY | Quantiles | Statistical methods | Bootstrap method | Estimators
Journal Article
Communications in Statistics - Simulation and Computation, ISSN 0361-0918, 08/2018, Volume 47, Issue 7, pp. 2139 - 2151
In this article, we propose new estimators of location. These estimators select a robust set around the geometric median, enlarge it, and compute the... 
62G05 | Geometric median | Breakdown point | 62G35 | Estimators | Location | Trimmed mean | DISPERSION | STATISTICS & PROBABILITY | MULTIVARIATE LOCATION | SCATTER | Iterative methods | Robustness
Journal Article
Biometrika, ISSN 0006-3444, 2015, Volume 102, Issue 2, pp. 486 - 493
We propose a semiparametric method for fitting the tail of a heavy-tailed population given a relatively small sample from that population and a larger sample... 
Exponential family | Semiparametric estimation | Extreme value theory | REGRESSION | THRESHOLD | MODELS | DENSITY-ESTIMATION | BIOLOGY | MATHEMATICAL & COMPUTATIONAL BIOLOGY | STATISTICS & PROBABILITY
Journal Article
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