aic related queries in StatsXchanger | QueryXchanger

Understanding Intuition for ETS Damping Selection via AIC/BIC

time-series forecasting aic bic exponential-smoothing
Updated December 10, 2018 18:19 PM

AIC formula in R vs Python

regression maximum-likelihood aic
Updated December 08, 2018 18:19 PM

When to disregard AIC as a criterion in model selection

regression model-selection aic
Updated December 05, 2018 21:19 PM

What do I do when values of AIC are low and approximately equal?

forecasting model-selection arima aic
Updated December 05, 2018 10:19 AM

Autocorrelation in glm.nb with one variable

generalized-linear-model autocorrelation aic
Updated November 30, 2018 09:19 AM

Better AIC but worst cross validation error rate

cross-validation aic
Updated November 29, 2018 15:19 PM

How many candidate models to include in AIC model selection?

model-selection aic
Updated November 28, 2018 19:19 PM

Fitting an ARMA-GARCH using AIC

arima autocorrelation aic garch log-likelihood
Updated November 27, 2018 17:19 PM

Handling collinearity in GAM

model-selection multicollinearity aic gam
Updated November 21, 2018 20:19 PM

Stepwise AIC - Does there exist controversy surrounding this topic?

forecasting predictive-models arima aic stepwise-regression
Updated November 17, 2018 18:19 PM

AIC calculated in lm(y~1) and stepwise selection in R

r model-selection aic bic
Updated November 17, 2018 18:19 PM

Shrinkage methods - are they any good for statistical inference or should they be used for prediction goals only?

machine-learning statistical-significance feature-selection model-selection aic
Updated November 16, 2018 16:19 PM

AIC based model selection, hyperparameter optimization and in-sample prediction

cross-validation aic hyperparameter in-sample
Updated November 16, 2018 11:19 AM

Information criterion when model could be mis-specified and data is dependent

aic bic information-criteria
Updated November 08, 2018 22:19 PM

How is the Akaike information criterion (AIC) affected by sample size?

sample aic
Updated November 08, 2018 20:19 PM

Aikaike Information Criterion: derivation in original paper

mathematical-statistics model-selection aic information-theory theory
Updated November 06, 2018 19:19 PM

Convince me that AIC can't be used to compare models with different sample sizes

model-selection sample-size aic
Updated November 06, 2018 16:19 PM

DIC/MDIC is negative. Is this a red-flag or normal?

bayesian aic model-comparison dic
Updated November 06, 2018 05:19 AM

If $X_1,\cdots,X_n \sim \mathcal{N}(\mu,1)$, project unbiased estimator $X_1$ on the span of score function and a constant

mathematical-statistics linear-algebra algebraic-statistics
Updated November 02, 2018 17:19 PM

How can we calculate AIC from a negative binomial GLMM?

r aic glmm negative-binomial bic
Updated November 02, 2018 12:19 PM

Linear Model Selection Using AIC and Randomisation Test

r regression aic
Updated November 01, 2018 13:19 PM

linear regression AIC and Randomisation Test

model-selection aic
Updated October 31, 2018 21:19 PM

Effect sizes for model averaging

confidence-interval aic model-averaging
Updated October 30, 2018 22:19 PM

How to optimise Linear Predictive Coding model using AIC/BIC

python aic bic
Updated October 30, 2018 21:19 PM

Why do we use a criterion like AIC for Copula model selection?

aic copula
Updated October 26, 2018 15:19 PM

Can you use AIC to compare OLS and SMA regressions?

r regression aic
Updated October 24, 2018 21:19 PM

Different AIC results when adding features

aic granger-causality
Updated October 22, 2018 13:19 PM

Why always AIC and BIC are used in mixture model than Vuong test

aic likelihood-ratio mixture bic finite-mixture-model
Updated October 21, 2018 07:19 AM

EM algorithm and AIC criteria

aic expectation-maximization
Updated October 18, 2018 07:19 AM

Interpretation of (scale of) AIC, AICc and BIC when comparing different models

time-series aic model-comparison
Updated October 14, 2018 09:19 AM

AIC and BIC and number of quantization level

time-series likelihood aic discrete-data bic
Updated October 12, 2018 23:19 PM

How is AIC calculated in `rugarch`?

r aic garch
Updated October 11, 2018 12:19 PM

Proof of AIC criterion

model-selection aic
Updated October 08, 2018 20:19 PM

Time series analysis VAR model: AIC and BIC test criteria

time-series econometrics aic var bic
Updated October 07, 2018 18:19 PM

What is the significance of a difference in AIC or BIC values?

statistical-significance modeling aic information-theory bic
Updated October 04, 2018 20:19 PM

Can one give an example(s) of when non-nested AIC model comparison is not useful for model selection?

aic model-comparison nested-models
Updated October 03, 2018 01:19 AM

Elbow Test using AIC/BIC for identifying number of clusters using GMM

aic bic generalized-moments
Updated September 25, 2018 09:19 AM

How many parameters should I report in an AIC table for a tobit model?

r aic tobit-regression
Updated September 11, 2018 20:19 PM

Assuming heteroscedasticity produces terrible QQ plot

heteroscedasticity aic qq-plot breusch-pagan
Updated September 10, 2018 11:19 AM

How to calculate WAIC from a JAGS model, and fix p_waic issue?

model-selection hierarchical-bayesian jags log-likelihood waic
Updated September 07, 2018 22:19 PM

AIC and BIC in Latent class analysis

econometrics model-selection aic bic latent-class
Updated September 05, 2018 13:19 PM

LASSO: Deriving the smallest lambda at which all coefficient are zero

machine-learning mathematical-statistics lasso algebraic-statistics
Updated September 04, 2018 08:19 AM

Herbivore density and group density modelling: Poisson GLM that overfits the data, or higher ranked negative binomial model that underfits the data?

r aic negative-binomial ecology poisson-regression
Updated August 31, 2018 17:19 PM

How do you "sell" having too many variables? - all of them are important, but your data does not allow that many

model-selection aic rare-events
Updated August 30, 2018 01:19 AM

AIC guidelines in model selection

r model-selection references aic bic
Updated August 28, 2018 16:19 PM

Mixed linear models with exactly the same AIC?

mixed-model spss modeling aic
Updated August 26, 2018 08:19 AM

Fitting an HLM model in lme4

mixed-model lme4-nlme model-selection multilevel-analysis aic
Updated August 18, 2018 11:19 AM

Calculation of the coverage of variable selection methods

regression confidence-interval model-selection aic coverage-probability
Updated August 15, 2018 04:19 AM

What is the correct multiple regression method to answer my hypotheses?

hypothesis-testing multiple-regression feature-selection aic
Updated August 14, 2018 14:19 PM

How to interpret the output from an all-subsets regression?

multiple-regression model-selection aic predictor
Updated August 14, 2018 12:19 PM

aic related issues & queries in StatsXchanger