Employs a non-parametric formulation for by-subject random effect parameters to borrow strength over a constrained number of repeated measurement waves in a fashion that permits multiple effects per subject. One class of models employs a Dirichlet process (DP) prior for the subject random effects and includes an additional set of random effects that utilize a different grouping factor and are mapped back to clients through a multiple membership weight matrix; e.g. treatment(s) exposure or dosage. A second class of models employs a dependent DP (DDP) prior for the subject random effects that directly incorporates the multiple membership pattern.

Author | Terrance Savitsky |

Date of publication | 2016-12-21 08:30:35 |

Maintainer | Terrance Savitsky <tds151@gmail.com> |

License | GPL (>= 2) |

Version | 0.2.4.1 |

**datbrghtmodterms:** BRIGHT BDI depressive symptom data with (G = 4) module groups...

**datbrghtterms:** BRIGHT BDI depressive symptom data with (G = 4) session...

**dateduc:** Student test scores and associated teachers for a single...

**datsim:** Repeated measures for two groups of subjects drawn from mmcar...

**datsimcov:** Repeated measures for two groups of subjects drawn from mmcar...

**datsimmult:** Repeated measures for two groups of subjects with two...

**ddpEffectsplot:** Plot by-subject and by-treatment posterior mean values for...

**ddpgrow:** Bayesian semiparametric growth curve models.

**ddpMCMCplots:** generate plots of posterior samples under 'ddpgrow' model

**ddpPost:** Run a Bayesian mixed effects model for by-subject random...

**ddp_quantiles:** Produce quantile summaries of model posterior samples

**dpgrow:** Bayesian semiparametric growth curve models.

**dpgrowmm:** Bayesian semiparametric growth curve models with employment...

**dpgrowmult:** Bayesian semiparametric growth curve models under employment...

**dpPost:** Run a Bayesian mixed effects model for by-subject random...

**effectsplot:** Plot comparison of Effect parameters of a Multiple membership...

**getmf:** Produce fixed and random effects design matrices from single...

**growcurves-package:** Bayesian Semi and Nonparametric Growth Curve Models with...

**growplot:** Plot by-subject and by-group growth curves

**growthCurve:** Within subject model-predicted growth curve

**lgmPost:** Run a Bayesian mixed effects model for by-subject random...

**mcmcPlots:** generate plots of model(s) posterior results

**mmCmvplusDpPost:** Bayesian mixed effects model with a DP prior on by-subject...

**mmCplusDpPost:** Bayesian mixed effects model with a DP prior on by-subject...

**mmIgroupDpPost:** Bayesian mixed effects model with a DP prior on by-subject...

**mmIplusDpPost:** Bayesian mixed effects model with a DP prior on by-subject...

**mmmultPost:** Bayesian mixed effects model with a DP prior on by-subject...

**plot.ddpgrow:** Produce model plots

**plot.dpgrow:** Produce model plots

**plot.dpgrowmm:** Produce model plots

**plot.dpgrowmult:** Produce model plots

**relabel:** Relabel user vector input to sequential numerical

**samples:** Produce MCMC samples for model parameters

**samples.ddpgrow:** Produce samples of MCMC output

**samples.dpgrow:** Produce samples of MCMC output

**samples.dpgrowmult:** Produce samples of MCMC output

**summary.ddpgrow:** S3 functions of dpgrow

**summary.dpgrow:** S3 functions of dpgrow

**summary.dpgrowmm:** S3 functions of dpgrowmm

**summary.dpgrowmult:** S3 functions of dpgrowmult

**summary_quantiles:** Produce quantile summaries of model posterior samples

**trtplot:** Plot comparison of Mean Effects for Any Two Treatments

**XZcov:** generate fixed and random design matrices, X and Z

datbrghtmodterms | Man page |

datbrghtterms | Man page |

dateduc | Man page |

datsim | Man page |

datsimcov | Man page |

datsimmult | Man page |

ddpEffectsplot | Man page |

ddpgrow | Man page |

ddpMCMCplots | Man page |

ddpplots | Man page |

ddpPost | Man page |

ddp_quantiles | Man page |

dpgrow | Man page |

dpgrowmm | Man page |

dpgrowmult | Man page |

dpPost | Man page |

effectsplot | Man page |

getmf | Man page |

get.mf | Man page |

growcurves | Man page |

growcurves-package | Man page |

growplot | Man page |

growthCurve | Man page |

lgmPost | Man page |

mcmcPlots | Man page |

mmC | Man page |

mmCmv | Man page |

mmCmvplusDpPost | Man page |

mmCplusDpPost | Man page |

mmI | Man page |

mmIgroup | Man page |

mmIgroupDpPost | Man page |

mmIplusDpPost | Man page |

mmmultPost | Man page |

package-growcurves | Man page |

plot.ddpgrow | Man page |

plot.dpgrow | Man page |

plot.dpgrowmm | Man page |

plot.dpgrowmult | Man page |

plotmcmc | Man page |

quantiles | Man page |

relabel | Man page |

samples | Man page |

samples.ddpgrow | Man page |

samples.dpgrow | Man page |

samples.dpgrowmm | Man page |

samples.dpgrowmult | Man page |

summary.ddpgrow | Man page |

summary.dpgrow | Man page |

summary.dpgrowmm | Man page |

summary.dpgrowmult | Man page |

summary_quantiles | Man page |

trtplot | Man page |

XZ | Man page |

XZcov | Man page |

growcurves

growcurves/inst

growcurves/inst/CITATION

growcurves/tests

growcurves/tests/testthat

growcurves/tests/testthat/test-relabel.R

growcurves/tests/testthat/test-XZcov.R

growcurves/tests/testthat/test-dpgrow.R

growcurves/tests/testthat/test-dpgrowmult.R

growcurves/tests/testthat/test-trtplot.R

growcurves/tests/testthat/test-dpgrowmm.R

growcurves/tests/testthat/test-effectsplot.R

growcurves/tests/testthat/test-growplot.R

growcurves/tests/testthat/test-dpgrowmm-mv.R

growcurves/tests/testthat/test-ddpgrow.R

growcurves/tests/test-all.R

growcurves/src

growcurves/src/Makevars

growcurves/src/DPre.cpp

growcurves/src/lgm.cpp

growcurves/src/mmC.cpp

growcurves/src/mmCplusDP.cpp

growcurves/src/ddp.cpp

growcurves/src/mmIgroupDP.cpp

growcurves/src/mmIgroup.cpp

growcurves/src/mmmult.cpp

growcurves/src/mmIplusDP.cpp

growcurves/src/mmCmvplusDP.cpp

growcurves/src/Makevars.win

growcurves/src/mmCmiar.cpp

growcurves/src/mmCchol.cpp

growcurves/src/mmC.h

growcurves/src/mmI.cpp

growcurves/NAMESPACE

growcurves/NEWS

growcurves/data

growcurves/data/dateduc.RData

growcurves/data/datbrghtmodterms.RData

growcurves/data/datsimcov.RData

growcurves/data/datsim.RData

growcurves/data/datsimmult.RData

growcurves/data/datbrghtterms.RData

growcurves/R

growcurves/R/trtplot.R
growcurves/R/XZcov.R
growcurves/R/datsimmult.R
growcurves/R/ddp_quantiles.R
growcurves/R/relabel.R
growcurves/R/dpgrowmm.R
growcurves/R/datsim.R
growcurves/R/dpgrowmult.R
growcurves/R/effectsplot.R
growcurves/R/getmf.R
growcurves/R/ddpeffectsplot.R
growcurves/R/summary_quantiles.R
growcurves/R/mcmcPlots.R
growcurves/R/ddpMCMCplots.R
growcurves/R/help.R
growcurves/R/ddpgrow.R
growcurves/R/dpgrow.R
growcurves/R/dateduc.R
growcurves/R/growthCurve.R
growcurves/R/datbrghtmodterms.R
growcurves/R/datbrghtterms.R
growcurves/R/datsimcov.R
growcurves/R/growplot.R
growcurves/MD5

growcurves/DESCRIPTION

growcurves/man

growcurves/man/dpgrowmult.Rd
growcurves/man/mmmultPost.Rd
growcurves/man/datbrghtterms.Rd
growcurves/man/getmf.Rd
growcurves/man/samples.ddpgrow.Rd
growcurves/man/dpPost.Rd
growcurves/man/dpgrow.Rd
growcurves/man/ddpEffectsplot.Rd
growcurves/man/growplot.Rd
growcurves/man/plot.ddpgrow.Rd
growcurves/man/dateduc.Rd
growcurves/man/plot.dpgrow.Rd
growcurves/man/mmIplusDpPost.Rd
growcurves/man/samples.dpgrowmult.Rd
growcurves/man/summary.ddpgrow.Rd
growcurves/man/datsimmult.Rd
growcurves/man/trtplot.Rd
growcurves/man/mmCplusDpPost.Rd
growcurves/man/summary.dpgrow.Rd
growcurves/man/ddpgrow.Rd
growcurves/man/datsim.Rd
growcurves/man/dpgrowmm.Rd
growcurves/man/summary_quantiles.Rd
growcurves/man/growcurves-package.Rd
growcurves/man/XZcov.Rd
growcurves/man/summary.dpgrowmm.Rd
growcurves/man/ddp_quantiles.Rd
growcurves/man/plot.dpgrowmult.Rd
growcurves/man/samples.Rd
growcurves/man/growthCurve.Rd
growcurves/man/summary.dpgrowmult.Rd
growcurves/man/mmIgroupDpPost.Rd
growcurves/man/effectsplot.Rd
growcurves/man/mmCmvplusDpPost.Rd
growcurves/man/mcmcPlots.Rd
growcurves/man/plot.dpgrowmm.Rd
growcurves/man/ddpMCMCplots.Rd
growcurves/man/relabel.Rd
growcurves/man/ddpPost.Rd
growcurves/man/datsimcov.Rd
growcurves/man/lgmPost.Rd
growcurves/man/datbrghtmodterms.Rd
growcurves/man/samples.dpgrow.Rd
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