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aic related issues & queries in StatsXchanger
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
2
answers
8881
views
21
votes
Can AIC compare across different types of model?
lme4-nlme
model-selection
aic
Updated February 19, 2019 08:19 AM
2
answers
7629
views
25
votes
Comparing AIC, BIC and HQC for selection of nested model
regression
aic
splines
bic
Updated February 18, 2019 10:19 AM
0
answers
2
views
0
votes
AIC influences by the number of the model parameters
aic
mixture
Updated February 17, 2019 05:19 AM
0
answers
3
views
0
votes
Interpreting significant model parameters in less well fitting AIC model
mixed-model
interpretation
aic
Updated February 14, 2019 08:19 AM
0
answers
2
views
0
votes
Can I ignore statistical distribution if errors are small
distributions
aic
Updated February 14, 2019 08:19 AM
0
answers
3
views
0
votes
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
1
answers
246
views
0
votes
Is it inherently invalid to use BIC for model averaging?
aic
bic
model-averaging
Updated February 08, 2019 10:19 AM
1
answers
209
views
1
votes
How can I choose correct variant of ADF test?
stationarity
aic
bic
Updated February 08, 2019 10:19 AM
0
answers
12
views
0
votes
How can I compare parametric and semiparametric survival models?
survival
cox-model
likelihood
aic
weibull
Updated February 04, 2019 18:19 PM
0
answers
6
views
0
votes
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
0
answers
2
views
0
votes
Comparing non-nested GLMMs with AIC
mixed-model
aic
nested-models
Updated February 01, 2019 20:19 PM
0
answers
7
views
0
votes
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
2
answers
385
views
8
votes
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
1
answers
2678
views
5
votes
Average AIC or sum of AICs across patients?
bayesian
predictive-models
model-selection
model
aic
Updated January 29, 2019 16:19 PM
0
answers
4
views
0
votes
Why do we get the same AIC for different models in a GLMM?
r
aic
glmm
Updated January 28, 2019 12:19 PM
0
answers
10
views
0
votes
How to determine the best order of Markov chain model in different way?
markov-process
aic
Updated January 28, 2019 05:19 AM
0
answers
2
views
0
votes
AIC model selection seems incoherent
model-selection
aic
Updated January 25, 2019 05:19 AM
0
answers
7
views
0
votes
index and base year
inference
descriptive-statistics
excel
algebraic-statistics
Updated January 23, 2019 16:19 PM
0
answers
5
views
0
votes
Relation between the AIC and the Kullback-Leibler Divergence
aic
kullback-leibler
Updated January 17, 2019 16:19 PM
0
answers
9
views
0
votes
Extremely large difference in AICs between two models
mixed-model
aic
Updated January 14, 2019 20:19 PM
0
answers
8
views
0
votes
Generalising AIC results over multiple samples
model-selection
model
aic
Updated January 13, 2019 01:19 AM
0
answers
2
views
0
votes
Selection optimum polynomial fit
modeling
aic
polynomial
Updated January 12, 2019 19:19 PM
0
answers
7
views
0
votes
Is the use of loglik or AIC to compare logit/probit/cloglog models valid?
generalized-linear-model
lme4-nlme
aic
Updated January 09, 2019 09:19 AM
0
answers
7
views
0
votes
AIC Calculation using log likelihood
model-selection
aic
log-likelihood
Updated January 07, 2019 19:19 PM
0
answers
4
views
0
votes
Standardize lm's when explanatory variables are qualitative
r
regression
aic
standardization
Updated December 27, 2018 07:19 AM
0
answers
2
views
0
votes
GIC formula and code in Matlab
aic
Updated December 26, 2018 18:19 PM
0
answers
2
views
0
votes
Calculating the relative likelihood with AIC values
model-selection
aic
likelihood-ratio
Updated December 18, 2018 12:19 PM
0
answers
4
views
0
votes
Understanding Intuition for ETS Damping Selection via AIC/BIC
time-series
forecasting
aic
bic
exponential-smoothing
Updated December 10, 2018 18:19 PM
0
answers
2
views
0
votes
AIC formula in R vs Python
regression
maximum-likelihood
aic
Updated December 08, 2018 18:19 PM
0
answers
7
views
0
votes
When to disregard AIC as a criterion in model selection
regression
model-selection
aic
Updated December 05, 2018 21:19 PM
0
answers
2
views
0
votes
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
2
answers
818
views
10
votes
Autocorrelation in glm.nb with one variable
generalized-linear-model
autocorrelation
aic
Updated November 30, 2018 09:19 AM
0
answers
5
views
0
votes
Better AIC but worst cross validation error rate
cross-validation
aic
Updated November 29, 2018 15:19 PM
0
answers
13
views
2
votes
How many candidate models to include in AIC model selection?
model-selection
aic
Updated November 28, 2018 19:19 PM
0
answers
4
views
1
votes
Fitting an ARMA-GARCH using AIC
arima
autocorrelation
aic
garch
log-likelihood
Updated November 27, 2018 17:19 PM
0
answers
2
views
0
votes
Handling collinearity in GAM
model-selection
multicollinearity
aic
gam
Updated November 21, 2018 20:19 PM
0
answers
5
views
0
votes
AIC calculated in lm(y~1) and stepwise selection in R
r
model-selection
aic
bic
Updated November 17, 2018 18:19 PM
0
answers
3
views
0
votes
Stepwise AIC - Does there exist controversy surrounding this topic?
forecasting
predictive-models
arima
aic
stepwise-regression
Updated November 17, 2018 18:19 PM
0
answers
3
views
0
votes
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
0
answers
6
views
0
votes
AIC based model selection, hyperparameter optimization and in-sample prediction
cross-validation
aic
hyperparameter
in-sample
Updated November 16, 2018 11:19 AM
0
answers
2
views
0
votes
Information criterion when model could be mis-specified and data is dependent
aic
bic
information-criteria
Updated November 08, 2018 22:19 PM
0
answers
2
views
0
votes
How is the Akaike information criterion (AIC) affected by sample size?
sample
aic
Updated November 08, 2018 20:19 PM
1
answers
8
views
0
votes
Aikaike Information Criterion: derivation in original paper
mathematical-statistics
model-selection
aic
information-theory
theory
Updated November 06, 2018 19:19 PM
0
answers
13
views
0
votes
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
0
answers
4
views
0
votes
DIC/MDIC is negative. Is this a red-flag or normal?
bayesian
aic
model-comparison
dic
Updated November 06, 2018 05:19 AM
0
answers
2
views
0
votes
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
0
answers
9
views
0
votes
How can we calculate AIC from a negative binomial GLMM?
r
aic
glmm
negative-binomial
bic
Updated November 02, 2018 12:19 PM
0
answers
2
views
0
votes
Linear Model Selection Using AIC and Randomisation Test
r
regression
aic
Updated November 01, 2018 13:19 PM
0
answers
5
views
0
votes
linear regression AIC and Randomisation Test
model-selection
aic
Updated October 31, 2018 21:19 PM
0
answers
8
views
0
votes
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