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Information Criteria for Deciding between Normal Regression Models
Information Criteria Deciding between Normal Regression Models
2013/6/14
Regression models fitted to data can be assessed on their goodness of fit, though models with many parameters should be disfavored to prevent over-fitting. Statisticians' tools for this are little kno...
A delimitation of the support of optimal designs for Kiefer's $φ_p$-class of criteria
Approximate design optimum design support points design algorithm MSC62K05 90C46
2013/4/28
The paper extends the result of Harman and Pronzato [Stat. & Prob. Lett., 77:90--94, 2007], which corresponds to $p=0$, to all strictly concave criteria in Kiefer's $\phi_p$-class. Let $\xi$ be any de...
Criteria for Bayesian model choice with application to variable selection
Model selection variable selection objective Bayes.
2012/11/23
In objective Bayesian model selection, no single criterion has emerged as dominant in defining objective prior distributions. Indeed, many criteria have been separately proposed and utilized to propos...
Criteria for Bayesian model choice with application to variable selection
Model selection variable selection objective Bayes.
2012/11/23
In objective Bayesian model selection, no single criterion has emerged as dominant in defining objective prior distributions. Indeed, many criteria have been separately proposed and utilized to propos...
Selection of Identifiability Criteria for Total Effects by using Path Diagrams
Selection Identifiability Criteria Total Effects Path Diagrams
2012/9/19
Pearl has provided the back door criterion,the front door criterion and the conditional instrumental variable (IV) method as iden-tifiability criteria for total effects.In some situations,these three ...
Deviance Information Criteria for Model Selection in Approximate Bayesian Computation
Approximate Bayesian computation evolutionary genetics statistical
2011/6/16
Approximate Bayesian computation (ABC) is a class of algorithmic
methods in Bayesian inference using statistical summaries and computer
simulations. ABC has become popular in evolutionary genetics a...
Improved Criteria for Clustering Based on the Posterior Similarity Matrix
adjusted Rand index cluster analysis Dirichlet process mixture model Markov chain Monte Carlo
2009/9/24
In this paper we address the problem of obtaining a single clustering estimate c based on an MCMC sample of clusterings c(1), c(2) . . . , c(M) from the posterior distribution of a Bayesi...
Tightness criteria for random measures with application to the principle of conditioning in Hilbert spaces
Tightness criteria random measures with application
2009/9/23
Tightness criteria for random measures with application to the principle of conditioning in Hilbert spaces。
On some stopping and impulsive control problems with a general discount rate criteria
impulsive control problems a general discount rate criteria
2009/9/23
On some stopping and impulsive control problems with a general discount rate criteria。
Deviance Information Criteria for Missing Data Models
completion deviance DIC EM algorithm MAP model comparison mixture model random effect model
2009/9/21
The deviance information criterion(DIC)introduced by Spiegelhalter et al.
(2002) for model assessment and model comparison is directly inspired by linear
and generalised linear models, but it is ope...
ASSOCIATION CRITERIA FOR M-INFINITELY-DIVISIBLE AND U-INFINITELY-DIVISIBLE RANDOM SETS
Association infinite association M-infinitedivisibility U-infinite-divisibility
2009/9/18
We study random convex compact sets infinitely divisible
with respect to the Minkowski addition and establish a sufficient condition
for their association as well as a necessary and sufficient condi...
About Test Criteria in Multivariate Analysis。
Independence of four projective criteria for the weak invariance principle
Weak invariance principle Martingale approximation Projective criterion
2009/6/15
Independence of four projective criteria for the weak invariance principle.
Integral criteria for transportation cost inequalities
Transportation-cost inequalities OrliczSpaces
2009/4/22
In this paper, we provide a characterization of a large class of transportation-cost inequalities in terms of exponential integrability of the cost function under the reference probability measure. Ou...
Integral criteria for transportation cost inequalities
criteria transportation cost inequality
2009/4/1
In this paper, we provide a characterization of a large class of transportation-cost inequalities in terms of exponential integrability of the cost function under the reference probability measure. Ou...