搜索结果: 1-15 共查到“理论统计学 consistency”相关记录18条 . 查询时间(0.05 秒)
On model selection consistency of M-estimators with geometrically decomposable penalties
model selection consistency M-estimators geometrically decomposable penalties
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2013/6/14
Penalized M-estimators are used in many areas of science and engineering to fit models with some low-dimensional structure in high-dimensional settings. In many problems arising in bioinformatics, sig...
On the Convergence and Consistency of the Blurring Mean-Shift Process
Mean-shift Convergence Consistency Clustering,γ-divergence Super robustness
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2013/6/13
The mean-shift algorithm is a popular algorithm in computer vision and image processing. It can also be cast as a minimum gamma-divergence estimation. In this paper we focus on the "blurring" mean shi...
Assumptionless consistency of the Lasso
Assumptionless consistency the Lasso
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2013/4/28
The Lasso is a popular statistical tool invented by Robert Tibshirani for linear regression when the number of covariates is greater than or comparable to the number of observations. The validity of t...
The subset argument and consistency of MLE in GLMM: Answer to an open problem and beyond
Cramer consistency crossed random effects MLE GLMM,salamander mating data subset argument Wald consistency
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2013/4/27
We give answer to an open problem regarding consistency of the maximum likelihood estimators (MLEs) in generalized linear mixed models (GLMMs) involving crossed random effects. The solution to the ope...
Posterior Consistency of Nonparametric Conditional Moment Restricted Models
identified region limited information likelihood sieve approximation nonparametric instrumental variable ill-posed problem partial identification Bayesian inference
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2011/6/20
This paper addresses the estimation of the nonparametric conditional moment
restricted model that involves an infinite dimensional parameter g0. We
estimate it in a quasi-Bayesian way based on the l...
Consistency of maximum-likelihood and variational estimators in the Stochastic Block Model
maximum-likelihood Stochastic Block Model
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2011/6/17
The stochastic block model (SBM) is a probabilistic model de-
signed to describe heterogeneous directed and undirected graphs. In this
paper, we address the asymptotic inference on SBM by use of max...
Consistency of Markov chain quasi-Monte Carlo on continuous state spaces
Completely uniformly distributed coupling iterated function mappings Markov chain Monte Carlo
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2011/6/17
The random numbers drivingMarkov chainMonte Carlo (MCMC)
simulation are usually modeled as independent U(0, 1) random variables.
Tribble [Markov chain Monte Carlo algorithms using completely
unifor...
On the consistency of Fréchet mean in deformable models for curve and image analysis
Mean pattern estimation Fr´ echet mean Shape analysis Deformable models
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2010/10/14
A new class of statistical deformable models is introduced to study high-dimensional curves or images. These models are useful to analyze the geometric modes of variation of a data set around a commo...
Consistency of tests in noncommutative statistics
Consistency tests in noncommutative statistics
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2009/9/23
The paper investigates noncommutative sequential
tests. There are defined consistency and uniform consistency of such.
tests, and then sufficient and necessary conditions-for the test to be
consist...
Consistency of M-estimators in a linear model, generated by nonmonotone and discontinuous psi-functions
Consistency of M-estimators a linear model discontinuous psi-functions
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2009/9/23
Consistency of M-estimators in a linear model, generated by nonmonotone and discontinuous psi-functions。
Equivalent conditions for the consistency of nonparametric spline density estimators
Equivalent conditions the consistency of nonparametric spline density estimators
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2009/9/23
We study the nonparametric spline density estimators of
probability density. The equivalence of weak convergence for L,-consistency
of one density and completely for L,-consistency of all
densities...
The asymptotic consistency and efficiency of fixed-size sequential confidence sets
The asymptotic consistency and efficiency fixed-size sequential confidence sets
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2009/9/22
In the paper, a sequential confidence set based on an
estimation process of a multivariate parameter is constructed. Under
the assumption that the estimation process scaled by an increasing
positiv...
Consistency of statistical models described by families of reversed submartingales
Consistency of statistical models families of reversed submartingales
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2009/9/22
A large number of statistical models is described by
a family of reversed submartingales converging to degenerated limits.
The problem under consideration is to estimate the maximum points
of the l...
Consistency and Identifiability Revisited
Consistency Identifiability Revisited
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2009/9/17
Consistency and Identifiability Revisited。
Consistency of support vector machines for forecasting the evolution of an unknown ergodic dynamical system from observations with unknown noise
Observational noise model forecasting dynamical systems support vector machines consistency
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2010/4/30
We consider the problem of forecasting the next (observable)
state of an unknown ergodic dynamical system from a noisy observation
of the present state. Our main result shows, for example, that
sup...