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The Annals of Statistics, ISSN 0090-5364, 6/2009, Volume 37, Issue 3, pp. 1207 - 1228
It has long been known that for the comparison of pairwise nested models, a decision based on the Bayes factor produces a consistent model selector (in the... 
Mathematical procedures | Approximation | Sample size | Bayesian networks | Induced substructures | Linear models | Parametric models | Paradoxes | Frequentism | Probabilities | Bayes factors | Consistency | Intrinsic priors | intrinsic priors | MODEL SELECTION | STATISTICS & PROBABILITY | HYPOTHESES | linear models | consistency | 62J15 | 62F05
Journal Article
The Annals of statistics, ISSN 0090-5364, 6/2015, Volume 43, Issue 3, pp. 1243 - 1272
Journal Article
The Annals of Statistics, ISSN 0090-5364, 10/2009, Volume 37, Issue 5A, pp. 2523 - 2542
Journal Article
Annals of Statistics, ISSN 0090-5364, 06/2018, Volume 46, Issue 3, pp. 1352 - 1382
This paper studies hypothesis testing and parameter estimation in the context of the divide-and-conquer algorithm. In a unified likelihood-based framework, we... 
Debiasing | Thresholding | Divide and conquer | Massive data | REGRESSION | thresholding | CONFIDENCE-INTERVALS | debiasing | STATISTICS & PROBABILITY | massive data | VARIABLE SELECTION | LINEAR-MODELS | NP-DIMENSIONALITY | NONCONCAVE PENALIZED LIKELIHOOD | RATES | GENERAL-THEORY | REGIONS | LASSO | Primary 62F05 | secondary 62F12 | 62F10
Journal Article
Annales de l'institut Henri Poincare (B) Probability and Statistics, ISSN 0246-0203, 12/2008, Volume 44, Issue 6, pp. 1096 - 1127
In testing that a given distribution P belongs to a parameterized family P. one is often led to compare a nonparametric estimate A(n) of some functional A of P... 
Semiparametric estimation | Parametric bootstrap | Copula | P-values | Goodness-of-fit test | Monte Carlo simulation | WEAK-CONVERGENCE | STATISTICS & PROBABILITY | INFERENCE | COPULA MODELS | 62H15 | 62F40 | 62F05
Journal Article
The Annals of Statistics, ISSN 0090-5364, 10/2010, Volume 38, Issue 5, pp. 3063 - 3092
We study a class of hypothesis testing problems in which, upon observing the realization of an n-dimensional Gaussian vector, one has to decide whether the... 
Integers | Hypothesis testing | Null hypothesis | Algorithms | Mathematical sets | Critical values | Polynomials | Mathematical vectors | Random variables | Multiple hypotheses | Gaussian processes | STATISTICS & PROBABILITY | multiple hypotheses | UNIFORM | HIGH DIMENSION | 62F03 | 62F05
Journal Article
The Annals of Statistics, ISSN 0090-5364, 4/2006, Volume 34, Issue 2, pp. 837 - 877
Journal Article
Journal Article
IEEE Transactions on Information Theory, ISSN 0018-9448, 12/2015, Volume 61, Issue 12, pp. 6926 - 6938
Journal Article
The Annals of Statistics, ISSN 0090-5364, 8/2010, Volume 38, Issue 4, pp. 1937 - 1952
In the class of normal regression models with a finite number of regressors, and for a wide class of prior distributions, a Bayesian model selection procedure... 
Approximation | Integrands | Sample size | Infinity | Regression analysis | Bayesian networks | Parametric models | Linear models | Modeling | Paradoxes | Rate of growth | Multiplicity of parameters | Bayes factors | Bic | Intrinsic priors | intrinsic priors | STATISTICS & PROBABILITY | rate of growth | multiplicity of parameters | BIC | linear models | VARIABLE SELECTION | 62J15 | 62F05
Journal Article
The Annals of Statistics, ISSN 0090-5364, 6/2011, Volume 39, Issue 3, pp. 1551 - 1579
Within a Bayesian decision theoretic framework we investigate some asymptotic optimality properties of a large class of multiple testing rules. A parametric... 
Mathematical procedures | Null hypothesis | Approximation | Infinity | Threshing | False negative errors | Blood grouping | P values | Oracles | Bayes theorem | Asymptotic optimality | Bayes oracle | Multiple testing | FDR | FALSE DISCOVERY RATE | EMPIRICAL-BAYES | RATES | NUMBER | NULL | STATISTICS & PROBABILITY | asymptotic optimality | HYPOTHESES | PROPORTION | 62C10 | 62C25 | 62F05
Journal Article
The Annals of Statistics, ISSN 0090-5364, 2/2006, Volume 34, Issue 1, pp. 92 - 122
Journal Article
Journal of Statistical Theory and Practice, ISSN 1559-8608, 6/2019, Volume 13, Issue 2, pp. 1 - 28
Also in a time series context, the simple Poisson distribution is very popular for modeling the marginal distribution of the generated counts. If, in contrast,... 
Hypothesis test | 62M10 | Bias correction | Poisson INARMA process | Bivariate dispersion index | Statistical Theory and Methods | Probability Theory and Stochastic Processes | Statistics, general | Bivariate Poisson distribution | Statistics | 62F03 | 62F05
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