On the choice of a model to fit data from an exponential family

From MaRDI portal
Publication:1110946

DOI10.1214/aos/1176350709zbMath0657.62037OpenAlexW2060161465MaRDI QIDQ1110946

Dominique M. A. Haughton

Publication date: 1988

Published in: The Annals of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/aos/1176350709



Related Items

Prior-based Bayesian information criterion, Asymptotic normality with small relative errors of posterior probabilities of half-spaces, Extension of the Schwarz information criterion for models sharing parameter boundaries, Prediction intervals for GLMs, GAMs, and some survival regression models, Consistent covariate selection and post model selection inference in semiparametric regression., On the connection between model selection criteria and quadratic discrimination in ARMA time series models, The curved exponential family of a staged tree, Bayesian-motivated tests of function fit and their asymptotic frequentist properties, Information theoretic criterion approach to dimensionality reduction in multinomial logistic regression models. part i: theory, Information criteria for selecting possibly misspecified parametric models, Estimation of Fisher information using model selection, Approximating the Bayes factor, Learning Bayesian networks by hill climbing: efficient methods based on progressive restriction of the neighborhood, Parameter Estimation when Various Models are Available, Asymptotics of AIC, BIC, and RMSEA for model selection in structural equation modeling, Parsimonious structural equation models for repeated measures data, with application to the study of consumer preferences, Consistent model selection of discrete Bayesian networks from incomplete data, Bayes factors and the geometry of discrete hierarchical loglinear models, Regression and time series model selection using variants of the schwarz information criterion, Learning genetic population structures using minimization of stochastic complexity, Data driven versions of neyman's test for uniformity based on bayesian rule, An introduction to the Bayes information criterion: theoretical foundations and interpretation, Consistent Model Selection and Data-Driven Smooth Tests for Longitudinal Data in the Estimating Equations Approach, Data driven smooth tests for composite hypotheses comparison of powers, DWT-CEM: an algorithm for scale-temporal clustering in fMRI, Bayesian model selection and model averaging, Selection of Regression and Autoregression Models with Initial Ordering of Variables, Learning Gaussian graphical models with fractional marginal pseudo-likelihood, Two-stage model selection procedures in partially linear regression, Yeast for mathematicians: a ferment of discovery and model competition to describe data, Exponential series estimator of multivariate densities, Evaluating latent class analysis models in qualitative phenotype identification, Effective dimensions of partially observed polytrees, Consistent estimation of the basic neighborhood of Markov random fields, Towards data driven selection of a penalty function for data driven Neyman tests, Learning hybrid Bayesian networks using mixtures of truncated exponentials, Modified versions of the Bayesian information criterion for sparse generalized linear models, An alternate approach to pseudo-likelihood model selection in the generalized linear mixed modeling framework, Consistent variable selection in high dimensional regression via multiple testing, Variable selection for model-based clustering using the integrated complete-data likelihood, Incorporating statistical clustering methods into mortality models to improve forecasting performances, Subset Selection in Linear Regression using Sequentially Normalized Least Squares: Asymptotic Theory, Goodness of fit tests via exponential series density estimation, A penalized estimation for the Cox model with ordinal multinomial covariates, Informational complexity criteria for regression models., Estimating the Malaria Attributable Fever Fraction Accounting for Parasites Being Killed by Fever and Measurement Error, Post-Model-Selection Method for Density Estimation, Asymptotic Probabilities of Over-estimating and Under-estimating the Order of a Model in General Regular Families, Consistency of the BIC order estimator, The consistency of the BIC Markov order estimator., Stratified exponential families: Graphical models and model selection, Ancestral graph Markov models., Consistency of a class of information criteria for model selection in non-linear regression, On some stepdown procedures with application to consistent variable selection in linear regression, Cyclic structural causal model with unobserved confounder effect