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Univariate models
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Normal
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11SimNormalmodel.csv
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11SimNormal.R
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Logit
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12SimLogitmodel.csv
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12SimLogit.R
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Probit
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13SimProbitmodel.csv
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13SimProbit.R
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Multinomial (Mixed) Probit
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14SimMultProbmodel.csv
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14SimMultinomialProbit.R
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Multinomial (Mixed) Logit
|
15SimMultLogitmodel.csv
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15SimMultinomialLogit.R
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Ordered Probit
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16SimOrderedProbitmodel.csv
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16SimOrderedProbit.R
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Negative Binomial (Poisson)
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17SimNegBinmodel.csv
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17SimNegBin.R
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Tobit
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18SimTobitmodel.csv
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18SimTobit.R
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Quantile
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19SimQuantilemodel.csv
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19SimQuantile.R
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Bayesian bootstrap
|
110SimBootstrapmodel.csv
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110SimBootstrapmodel.R
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Multivariate models
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|
Multivariate
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21SimMultivariate.csv
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21SimMultReg.R
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Seemingly Unrelated Regression
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22SimSUR.csv
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22SimSUR.R
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Instrumental Variable
|
23SimIV.csv
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23SimIV.R
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Bivariate Probit
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24SimMultProbit.csv
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24SimMultProbit.R
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Time series models
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|
Dynamic Linear Models
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31SimDynamicLinearModel.csv
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31SimDynamicLinearModel.R
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ARMA
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32SimARMAmodels.csv
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32SimARMAmodels.R
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Stochastic volatility models
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33SimStochasticVolatility.csv
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33SimStochasticVolatility.R
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VAR
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34SimVARmodels.csv
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34SimVARmodels.R
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Hierarchical longitudinal models
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|
Normal
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41SimLogitudinalNormal.csv
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41SimLogitudinalNormal.R
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Logit
|
42SimLogitudinalLogit.csv
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42SimLogitudinalLogit.R
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Poisson
|
43SimLogitudinalPoisson.csv
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43SimLogitudinalPoisson.R
|
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Bayesian model averaging
|
|
Normal (BIC)
|
511SimNormalBMA.csv
|
511SimNormalBMA.R
|
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Normal (MC3)
|
512SimNormalBMA.csv
|
512SimNormalBMA.R
|
|
Normal (instrumental variables)
|
513SimNormalBMAivYXW.csv
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513SimNormalBMAiv.R
|
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513SimNormalBMAivZ.csv
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Normal (Dynamic BMA)
|
514SimDynamicBMA.csv
|
514SimDynamicBMA.R
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514SimModels.csv
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Logit (BIC)
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52SimLogitBMA.csv
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52SimLogitBMA.R
|
|
Gamma (BIC)
|
53SimGammaBMA.csv
|
53SimGammaBMA.R
|
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Poisson (BIC)
|
53SimPoissonBMA.csv
|
53SimPoissonBMA.R
|