Informational complexity criteria for regression models (original) (raw)
Related papers
2011
Akaike's information criterion and recent developments in information complexity
Journal of Mathematical Psychology, 2000
Model Selection with Information Complexity in Multiple Linear Regression Modeling
Hongwei Yang, Hamparsum Bozdogan
Model selection under misspecification using information complexity
Electronic Journal of Statistics, 2015
Model selection in regression linear: a simulation based on akaike’s information criterion
Journal of Physics: Conference Series, 2019
Alternative Definitions of Complexity for Practical Applications of Model Selection Criteria
Complexity
Choice is suffering: A Focused Information Criterion for model selection
Economic Modelling, 2012
The information criterion in model selection
Economics Letters, 1979
Controlling the error probabilities of model selection information criteria using bootstrapping
Journal of Applied Statistics, 2019
Biometrika, 2005
The theory of econometric model selection
1980
Model Selection and Inference: A Practical Information-Theoretic Approach
Journal of the American Statistical Association, 2000
Information criteria: How do they behave in different models?
Computational Statistics & Data Analysis, 2014
Measuring model complexity with the prior predictive.
2020
Bayesian measures of model complexity and fit
Journal of The Royal Statistical Society Series B-statistical Methodology, 2002
Electronic Journal of Applied Statistical Analysis, 2011
arXiv (Cornell University), 2020
Incorporating Parameter Estimability Into Model Selection
Frontiers in Ecology and Evolution, 2019
Parametric or nonparametric? A parametricness index for model selection
The Annals of Statistics, 2011
A comparative study of information criteria for model selection
2006
Further asymptotic properties of the generalized information criterion
Electronic Journal of Statistics, 2012
A Robust and Diagnostic Information Criterion for Selecting Regression Models
JOURNAL OF THE JAPAN STATISTICAL SOCIETY, 2008
A jackknife type approach to statistical model selection
Psychometrika, 1987
An Information Theoretic Approach to Econometrics
2011
Guest Editors’ Introduction: Model Selection and Evaluation in Econometrics
2003