aic related queries in StatsXchanger

Manually computed AIC differs from statsmodels AIC

least-squares model-selection scikit-learn aic statsmodels
Updated May 22, 2019 18:19 PM

AICc for small sample size

model aic glmm small-sample
Updated May 22, 2019 17:19 PM

AIC values and rank change in lme models with standardization

lme4-nlme aic standardization
Updated May 19, 2019 20:19 PM

Can you run an AIC twice in a row?

aic ecology
Updated May 18, 2019 22:19 PM

How do I take into account regularizations l1 and l2 terms in the AIC and BIC?

regularization aic bic
Updated May 14, 2019 18:19 PM

Bayes factors and predictive accuracy in model comparison in rstan / brms

cross-validation interaction model-comparison bayes-factors waic
Updated May 12, 2019 15:19 PM

Is my model selection procedure problematic for inference?

inference prediction model-selection aic
Updated May 11, 2019 16:19 PM

Is my Bayesian approach (mixed effect probit regression) appropriate

hypothesis-testing bayesian model-selection waic
Updated May 08, 2019 23:19 PM

Is this a typo in Stone's (1977) paper on asymptotic equivalence between AIC and LOOCV?

cross-validation aic
Updated May 08, 2019 15:19 PM

Example and counterexample for Stone's (1977) assumption

cross-validation aic
Updated May 08, 2019 15:19 PM

Equivalence of AIC and LOOCV under mismatched loss functions

cross-validation aic
Updated May 03, 2019 15:19 PM

AIC criteria for a matrix decomposition problem

model-selection aic bic matrix-decomposition
Updated April 19, 2019 20:19 PM

Does a high Chi square p-value for a whole model mean it is insignificant if likelihood ratio tests indicated variables should be added?

chi-squared p-value aic bic misspecification
Updated April 19, 2019 16:19 PM

When is it appropriate to select models by minimising the AIC?

time-series model-selection aic
Updated April 15, 2019 08:19 AM

Frequentist /Bayesian hybrid for model selection: make sense?

bayesian model-selection aic frequentist bic
Updated April 12, 2019 01:19 AM

Interpretation of AIC value

regression model-selection aic accuracy
Updated April 01, 2019 11:19 AM

AIC for latent variable models

aic model-comparison state-space-models
Updated March 29, 2019 10:19 AM

Can I compare AIC values for similar models fitted for two samples from the same population?

mixed-model lme4-nlme aic model-comparison
Updated March 27, 2019 23:19 PM

AIC, BIC values keep changing with lag.max in VAR model

r time-series aic var bic
Updated March 27, 2019 20:19 PM

P-values shows something different than AIC or delta AIC. What to do?

lme4-nlme aic
Updated March 27, 2019 15:19 PM

Number of parameters for AIC for a particular model

regression model-selection aic
Updated March 25, 2019 15:19 PM

Is there a measure of "complexity" for linear/nonlinear model terms?

regression model-selection nonlinear-regression aic parsimony
Updated March 25, 2019 12:19 PM

AIC for Causal Inference

model-selection aic causality
Updated March 21, 2019 17:19 PM

3D plot of Akaike Information Criterion (AIC) for suitable ranges of Lˆ and k

data-visualization model aic bic
Updated March 16, 2019 03:19 AM

Is it possible that AIC = BIC?

cross-validation modeling model-selection aic bic
Updated March 14, 2019 13:19 PM

inconsistency in AIC and AICc - null and an alternative model

regression aic
Updated March 06, 2019 18:19 PM

Linear Regression, Formula to Calculate AIC based on Residual Sum of Squares + Number of Predictors

regression aic
Updated March 05, 2019 20:19 PM

Find (or calculate) log-likelihood value, AIC, and BIC for SUR model (for each equation) with systemfit

r aic bic log-likelihood
Updated March 05, 2019 08:19 AM

Interpretation of singularities in AICc and adjusted r-square

modeling aic r-squared
Updated March 01, 2019 20:19 PM

Independence vs. conditional mean independence

regression algebraic-statistics
Updated March 01, 2019 16:19 PM

Cross validation for determining likelihood penalization in multi-model inference

cross-validation aic penalized
Updated February 27, 2019 21:19 PM

What can I consider to choose between the same model but estimated with different estimators?

maximum-likelihood econometrics aic
Updated February 26, 2019 16:19 PM

What is the prerequisites "the same dataset" for AIC/BIC?

model-selection aic bic
Updated February 23, 2019 14:19 PM

How should mixed effects models be compared and or validated?

hypothesis-testing mixed-model cross-validation aic degrees-of-freedom
Updated February 19, 2019 08:19 AM

Can AIC compare across different types of model?

lme4-nlme model-selection aic
Updated February 19, 2019 08:19 AM

Comparing AIC, BIC and HQC for selection of nested model

regression aic splines bic
Updated February 18, 2019 10:19 AM

AIC influences by the number of the model parameters

aic mixture
Updated February 17, 2019 05:19 AM

Can I ignore statistical distribution if errors are small

distributions aic
Updated February 14, 2019 08:19 AM

Interpreting significant model parameters in less well fitting AIC model

mixed-model interpretation aic
Updated February 14, 2019 08:19 AM

How are “MuMIn::mod.sel()” and “car::Anova()”/"lmerTest::anova() different for selecting the most optimal model? Is it only the AIC and AICc?

r mixed-model model-selection lme4-nlme aic
Updated February 14, 2019 03:19 AM

How can I choose correct variant of ADF test?

stationarity aic bic
Updated February 08, 2019 10:19 AM

Is it inherently invalid to use BIC for model averaging?

aic bic model-averaging
Updated February 08, 2019 10:19 AM

How can I compare parametric and semiparametric survival models?

survival cox-model likelihood aic weibull
Updated February 04, 2019 18:19 PM

Vuong-test for comparing non-nested models (with different number of items) in CFA?

aic model-comparison confirmatory-factor lavaan
Updated February 03, 2019 21:19 PM

Comparing non-nested GLMMs with AIC

mixed-model aic nested-models
Updated February 01, 2019 20:19 PM

Are there circumstances in which BIC is useful and AIC is not?

model-selection aic prior information-theory bic
Updated January 30, 2019 16:19 PM

BIC or AIC to determine the optimal number of clusters in a scale-free graph?

clustering aic graph-theory bic
Updated January 29, 2019 19:19 PM

Average AIC or sum of AICs across patients?

bayesian predictive-models model-selection model aic
Updated January 29, 2019 16:19 PM

Why do we get the same AIC for different models in a GLMM?

r aic glmm
Updated January 28, 2019 12:19 PM

How to determine the best order of Markov chain model in different way?

markov-process aic
Updated January 28, 2019 05:19 AM

aic related issues & queries in StatsXchanger