===== Papers undergoing =====
  * [[:lab:projects:19Vague of Wishart:index|How vague of multivariate priors]]
  * [[:lab:projects:20PPP for model evaluation:index|PPP for model evaluation in Bayesian SEM]]
  * [[:lab:projects:21DIC for model comparison:index|DIC for model comparison in Bayesian SEM]]
  * [[:lab:projects:18IRT with guessing:index|IRT with guessing]]
  * [[:lab:zhang:Dynamic mediation analysis with Sam]]
  * [[:lab:zhang:Robust mediation analysis]]
  * [[:lab:zhang:Power analysis with Timo & Manuel]]
  * [[:lab:zhang:Bayesian exploratory factor analysis using informative priors]]
  * [[:lab:zhang:Missing data mediation analysis]]
  * [[:lab:projects:01Bayesian differential equations:index|Bayesian differential equations]] by Johnny, Xin, Laura
  * [[:lab:projects:02Robust growth curve modeling using Student-t distribution:index|Robust growth curve modeling using Student-t distribution]] by Johnny, Brian, Laura
  *[[:lab:projects:03Growth curve modeling with MNAR data:index|Growth curve modeling with MNAR data]] by Johnny, Zijun, Xin (?), Manshu (?)
  *[[:lab:projects:04Bayesian analysis using SAS:index|Bayesian analysis using SAS]] by Brian, Johnny
  *[[:lab:projects:05Bayesian growth mixture model with MNAR data:index|Bayesian growth mixture model with MNAR data]] by Laura, Johnny, Gitta
  * [[:lab:projects:06Box-Cox transformation for growth curve models|Box-Cox transformation for growth curve models]] by Peggy, Johnny, Qian
  * [[:lab:projects:07Box-Cox transformation for a mediation model|Box-Cox transformation for a mediation model]] by Peggy, Johnny, Qian
  * [[:lab:projects:08Multilevel mediation model|Multilevel mediation model]] by Peggy, Johnny
  * [[:lab:projects:09MNARselection model|MNAR selection models]] by Johnny & Peggy
  * [[:lab:projects:10BMEM:index|Mediation analysis with missing data through EM]]
  * [[:lab:projects:11Daily religious:index|Daily religious study using multilevel mediation models]]
  * [[:lab:projects:12Simulation design cautions:index|Simulation design]]
  * [[:lab:projects:13Applying student t distribution on observed variables or latent variables:index|Applying student t distribution on observed variables or latent variables]]
  * [[:lab:projects:14Run EQS from R for data analysis:index|Run EQS from R for data analysis]]
  * [[:lab:projects:15Auxiliary variables|The use of auxiliary variables]]
  * [[:lab:projects:16Higher order invariance:index|Higher order invariance]]
  * [[:lab:projects:17Robust SEM:index|Robust SEM with Ke-Hai]]
===== Possible future topics =====

[[:lab:zhang:Testing growth using non-parametric method]]


[[:lab:zhang:Box-Cox transformation for growth curve models - SEM models]]

[[:lab:zhang:individual probability in mixture model]]

[[:lab:zhang:Box-Cox transformation for a mediation model]]

[[:lab:zhang:Wainer analysis]]

[[:lab:zzhang:Tetrachoric and polychoric correlation]]

The infinite growth mixture model

  * http://www.gatsby.ucl.ac.uk/~edward/pub/inf.mix.nips.99.pdf
  * http://www2.stats.bris.ac.uk/~peter/papers/MixedEffects.pdf
===== Consultant =====
[[:lab:zzhang:consultant:Winter|Chris Winter]]

===== References =====
  * [[:lab:references:About t distribution]]


===== Data sets =====
[[:lab:datasets:nlsy:index|NLSY data]]

===== Past research =====

[[lab:zhang:invariance:Higer--order invariance]]

===== Class notes =====
[[Nonparametric Bayesian]]

[[Exploratory data analysis]]
====== Lab ======


[[Using WinBUGS on the Notre Dame clusters]]

[[EM for the simple regression]]

[[Mediation model maple codes]]

[[EM for mediation model]]

[[EM for mediation model with means]]

[[EM for mediation for monents]]

[[bootstrap EM for mediation model]]

[[Proc MI]]

[[Note on using Visual C++ 2008]]

[[BootMedEM]] [[Download BootMedEM and Document]]

[[Useful things]]

[[test winbugs]]

[[EM & FIML]]

===== Grant proposal =====
<gtd warn=10 due=2>
@Proposals p:Bayesian Module d:2009-06-15
Start to write the proposal

@Proposals p:Bayesian Module d:2009-06-25
Finish writing the first draft of the proposal
</gtd>
===== Journal collections =====
  * [[http://www.springer.com/social+sciences/journal/11135|Quality & Quantity]]