Model selection and multimodel inference based on (Q)AIC(c)

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Documentation for package ‘AICcmodavg’ version 1.35

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A B C D E F I L M N P R T

AICcmodavg-package Model Selection and Multimodel Inference Based on (Q)AIC(c)

-- A --

AICc Computing AIC, AICc, QAIC, and QAICc
AICc.clm Computing AIC, AICc, QAIC, and QAICc
AICc.clmm Computing AIC, AICc, QAIC, and QAICc
AICc.coxph Computing AIC, AICc, QAIC, and QAICc
AICc.glm Computing AIC, AICc, QAIC, and QAICc
AICc.gls Computing AIC, AICc, QAIC, and QAICc
AICc.lme Computing AIC, AICc, QAIC, and QAICc
AICc.mer Computing AIC, AICc, QAIC, and QAICc
AICc.merMod Computing AIC, AICc, QAIC, and QAICc
AICc.mult Computing AIC, AICc, QAIC, and QAICc
AICc.nlme Computing AIC, AICc, QAIC, and QAICc
AICc.nls Computing AIC, AICc, QAIC, and QAICc
AICc.polr Computing AIC, AICc, QAIC, and QAICc
AICc.rlm Computing AIC, AICc, QAIC, and QAICc
AICc.unmarked Computing AIC, AICc, QAIC, and QAICc
AICcmodavg Model Selection and Multimodel Inference Based on (Q)AIC(c)
aictab Create Model Selection Tables
aictab.clm Create Model Selection Tables
aictab.clmm Create Model Selection Tables
aictab.coxph Create Model Selection Tables
aictab.glm Create Model Selection Tables
aictab.gls Create Model Selection Tables
aictab.lme Create Model Selection Tables
aictab.mer Create Model Selection Tables
aictab.merMod Create Model Selection Tables
aictab.mult Create Model Selection Tables
aictab.nlme Create Model Selection Tables
aictab.nls Create Model Selection Tables
aictab.polr Create Model Selection Tables
aictab.rlm Create Model Selection Tables
aictab.unmarked Create Model Selection Tables

-- B --

beetle Flour Beetle Data
boot.wt Compute Model Selection Relative Frequencies

-- C --

calcium Blood Calcium Concentration in Birds Data
cement Heat Expended Following Hardening of Portland Cement
confset Computing Confidence Set for the Kullback-Leibler Best Model
c_hat Compute Estimate of Dispersion for Poisson and Binomial GLM's

-- D --

DIC Computing DIC
DIC.bugs Computing DIC
DIC.rjags Computing DIC
dictab Create Model Selection Tables from Bayesian Analyses
dictab.bugs Create Model Selection Tables from Bayesian Analyses
dictab.rjags Create Model Selection Tables from Bayesian Analyses
dry.frog Frog Dehydration Experiment on Three Substrate Types

-- E --

evidence Compute Evidence Ratio Between Two Models
extract.LL Extract Log-Likelihood of Model
extract.LL.coxph Extract Log-Likelihood of Model
extract.LL.unmarked Extract Log-Likelihood of Model
extractSE.mer Extract SE of Fixed Effects of 'glmer' Fit
extractSE.merMod Extract SE of Fixed Effects of 'glmer' Fit

-- F --

fam.link.mer Extract Distribution Family and Link Function

-- I --

importance Compute Importance Values of Variable
iron Iron Content in Food

-- L --

lizards Habitat Preference of Lizards

-- M --

mb.chisq Compute MacKenzie and Bailey Goodness-of-fit Test for Single Season Occupancy Models
mb.gof.test Compute MacKenzie and Bailey Goodness-of-fit Test for Single Season Occupancy Models
min.trap Anuran larvae counts in minnow traps across pond type
modavg Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.clm Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.clmm Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.coxph Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.effect Compute Model-averaged Effect Sizes (Multimodel Inference on Group Differences)
modavg.effect.glm Compute Model-averaged Effect Sizes (Multimodel Inference on Group Differences)
modavg.effect.gls Compute Model-averaged Effect Sizes (Multimodel Inference on Group Differences)
modavg.effect.lme Compute Model-averaged Effect Sizes (Multimodel Inference on Group Differences)
modavg.effect.mer Compute Model-averaged Effect Sizes (Multimodel Inference on Group Differences)
modavg.effect.merMod Compute Model-averaged Effect Sizes (Multimodel Inference on Group Differences)
modavg.effect.rlm Compute Model-averaged Effect Sizes (Multimodel Inference on Group Differences)
modavg.effect.unmarked Compute Model-averaged Effect Sizes (Multimodel Inference on Group Differences)
modavg.glm Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.gls Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.lme Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.mer Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.merMod Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.mult Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.polr Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.rlm Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavg.shrink Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.clm Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.clmm Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.coxph Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.glm Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.gls Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.lme Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.mer Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.merMod Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.mult Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.polr Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.rlm Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.shrink.unmarked Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
modavg.unmarked Compute Model-averaged Parameter Estimate (Multimodel Inference)
modavgpred Compute Model-averaged Predictions
modavgpred.glm Compute Model-averaged Predictions
modavgpred.gls Compute Model-averaged Predictions
modavgpred.lme Compute Model-averaged Predictions
modavgpred.mer Compute Model-averaged Predictions
modavgpred.merMod Compute Model-averaged Predictions
modavgpred.rlm Compute Model-averaged Predictions
modavgpred.unmarked Compute Model-averaged Predictions
mult.comp Create Model Selection Tables based on Multiple Comparisons

-- N --

Nmix.chisq Compute Chi-square Goodness-of-fit Test for N-mixture Models
Nmix.gof.test Compute Chi-square Goodness-of-fit Test for N-mixture Models

-- P --

pine Strength of Pine Wood Based on the Density Adjusted for Resin Content
predictSE.gls Computing Predicted Values and Standard Errors
predictSE.lme Computing Predicted Values and Standard Errors
predictSE.mer Computing Predicted Values and Standard Errors
predictSE.zip Computing Predicted Values and Standard Errors
print.aictab Create Model Selection Tables
print.confset Computing Confidence Set for the Kullback-Leibler Best Model
print.dictab Create Model Selection Tables from Bayesian Analyses
print.evidence Compute Evidence Ratio Between Two Models
print.importance Compute Importance Values of Variable
print.mb.chisq Compute MacKenzie and Bailey Goodness-of-fit Test for Single Season Occupancy Models
print.modavg Compute Model-averaged Parameter Estimate (Multimodel Inference)
print.modavg.effect Compute Model-averaged Effect Sizes (Multimodel Inference on Group Differences)
print.modavg.shrink Compute Model-averaged Parameter Estimate with Shrinkage (Multimodel Inference)
print.modavgpred Compute Model-averaged Predictions
print.mult.comp Create Model Selection Tables based on Multiple Comparisons
print.Nmix.chisq Compute Chi-square Goodness-of-fit Test for N-mixture Models

-- R --

reverse.exclude Accomodate Different Specifications of Interaction Terms
reverse.parm Accomodate Different Specifications of Interaction Terms

-- T --

turkey Turkey Weight Gain