https://nd.psychstat.org/ 2026-04-17T13:58:16+00:00 https://nd.psychstat.org/ https://nd.psychstat.org/_media/wiki/dokuwiki.svg text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/alt Manuscript The first draft: text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/april_1-30 Friday, April 30 <todo #>Annual Report</todo> Thursday, April 29 <todo #>Hospital </todo> <todo #>re-run the missed CODA</todo> <todo>Hand in and discuss ALT Project with Peggy</todo> Tuesday, April 27 <todo>Hospital</todo> <todo #>Re-Run real data analysis, add some part in Table2, add Table 3</todo> text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/bayes_factors * Bayesian Methodology for Missing Data, Model Selection and Hierarchical Spatial Models with Application to Ecological Data * Byes factor * text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/bayesian_mixture_with_missing_data Manuscript :lab:people:bayesianmixturemissing_submission3.pdf| Simulation Study Design Generating Data with parameters: CRC settings which includes 2 folders: (1) codes (runsim.sas, script.txt, model.txt, inits.txt, data.txt, qsub.sh. Most of them need edit) (2) OpenBUGS307 (lib:OpenBUGS.sh, OpenBUGSCli.sh; bin) text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/build_r_packages_for_windows Build R packages Step1: generate a skeleton package.skeleton(name="bmem", code_files="bmem.R") Step 2: edit DESCRIPTION file Building R packages in Windows ---------- Disclaimer: The instructions below describe what I've been doing to compile an R package for Windows. Check out the files text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/dominance_analysis Relative importance of regressors * Relative Importance for Linear Regression in R: The Package relaimpo * <http://prof.beuth-hochschule.de/groemping/software/relaimpo-relative-importance-of-regressors/> * SPSS macros Dominance Analysis Readings * Budescu, D. V. (1993). [Dominance analysis: a new approach to the problem of relative importance of predictors in multiple regression], Psychological Bulletin, 114, 542-551; * Azen, R., and Budescu D. V. (2003). [The dominance analysis ap… text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/jzhang Johnny Zhang's projects Zhang paperreviewed Todo My collections References classes text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/labtodo Tasks for LDHRM Friday, Aug 27 <todo>First Lab Meeting</todo> Assigning a task text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/llu Laura Lu's projects * Papers undergoing * TA text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/lwang Projects * Box-Cox transformation for growth curve models by Peggy, Johnny, Qian * Box-Cox transformation for a mediation model by Peggy, Johnny, Qian * Multilevel mediation model by Peggy, Johnny text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/mandelbrot_on_fractal_theory_and_stable_distribution References * <http://en.wikipedia.org/wiki/Stable_distributions> * <http://en.wikipedia.org/wiki/Benoît_Mandelbrot> * [John Wiley and Sons - Fractal Geometry, 2nd Edition.pdf] * [Peitgen, Juergens, Saupe. Chaos and fractals] text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/march_1-_31 Tuesday, Mar 30 <todo>Summary of all new 200 replications</todo> <todo>Summary small sample of 20,000 estimate</todo> <todo #>Design of missing at the first wave</todo> <todo #>Generate new data</todo> Monday, Mar 29 <todo #> TA class </todo> Friday, Mar 26 text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/march_5-31 Tuesday, Mar 30 <todo>Summary of all new 200 replications</todo> <todo>Summary small sample of 20,000 estimate</todo> <todo #>Design of missing at the first wave</todo> <todo #>Generate new data</todo> Monday, Mar 29 <todo #> TA class </todo> Friday, Mar 26 text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/may_1-31 Sunday, May 30 <todo>Organize codes of robust SEM</todo> <todo>Send codes of correlation to CRC</todo> Saturday, May 29 <todo #>Dinner</todo> <todo #>Fellowship</todo> Friday, May 28 <todo #>SMEP's requirement</todo> <todo #>Gitta's letter</todo> text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/mount_pscratch_on_mac * Download and install [MacFUSE] * Download [sshfs] * To mount the drive use ./sshfs zzhang4@newcell.crc.nd.edu:/pscratch/zzhang4 /Users/zzhang4/pscratch -ocache=no -onolocalcaches -ovolname=pscratch Here /Users/zzhang4/pscratch is a folder on your mac and text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/my_collections My collections * Gallery of data visualization * Dominance analysis * Mandelbrot on fractal theory and stable distribution * Bayes factors * Useful readings * PHP functions and classes * Build R packages for windows * Wright on Path Analysis * Mount pscratch on MAC Journals * Technometrics * <http://en.wikipedia.org/wiki/List_of_scientific_journals_in_statistics> * <http://en.wikipedia.org/wiki/Comparison_of_statistics_journals> text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/papers_undergoing * [Bayesian mixture with missing data] * [Pooled time series analysis] * [ALT] * SEM using multivariate t text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/php_functions_and_classes Php matrix classes text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/pooled_time_series_analysis Manuscript The first draft: Simulation Study Study 1: Continuous Constant Coefficient Model Result Tables: Study 2: Categorical Constant Coefficient Model Result Tables: Study 3: Continuous Random Coefficient Model Result Tables: Real Data Analysis text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/psy30100-03_statistics_homework_and_review_2009 * [Chapter 1. Distributions] * [Chapter 2. Relationships] * [Chapter 4. Randomness] * [Chapter 5. Sampling Distributions] * [Chapter 6. Introduction to Inference] * [Chapter 7. Inference for Distributions] * [Chapter 12. One Way Analysis of Variance (One-Way ANOVA)] * [Two Way Analysis of Variance (Two-Way ANOVA)] * [Two Way Tables] text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/psy30100-03_statistics_homework_and_review_2010 * Chapter 2. Look at Data -- Relationships * Chapter 4. The Study of Randomness * Chapter 5. Sampling Distribution of a Sample Mean text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/psy30100-03_statistics._homework_and_review_2009 * [Chapter 1. Describing Distributions with Tables and Graphs] * [Chapter 1. Describing Distributions with Numbers, Density Curves and Normal Distributions] * [Chapter 2. Relationships] * [Chapter 4. The Study of Randomness] * [Chapter 5. Sampling Distribution of a Sample Mean] * [Chapter 6. Introduction to Inference] * [Chapter 7. Power Analysis] * [Chapter 7. Inference for Distributions] * [Chapter 12. One-Way Analysis of Variance (One-Way ANOVA)] * Two Way Analysis… text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/psy30100-03_statistics._homework_and_review_2010 * [Chapter 1. Distributions] * [Chapter 2. Relationships] * [ Chapter 4. Randomness] * [Chapter 5. Sampling Distributions] * [Chapter 6. Introduction to Inference] * [Chapter 7. Inference for Distributions] * [Chapter 12. One Way Analysis of Variance (One-Way ANOVA)] * [Two Way Analysis of Variance (Two-Way ANOVA)] * [Two Way Tables] text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/references * Richard D. Morey, Jeffrey N. Rouder, Michael S. Pratte, Paul L. Speckman. Using MCMC chain outputs to efficiently estimate Bayes factors. Journal of Mathematical Psychology, Volume 55, Issue 5, October 2011, Pages 368–378 <http://dx.doi.org/10.1016/j.jmp.2011.06.004> * On non-nested test: text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/result_tables text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/ta * Longitudinal Data Analysis (2010) * PSY30100-03 Statistics. Homework and Review (2010) * PSY30100-03 Statistics. Homework and Review (2009) * PSY30100-03 Statistics. LAB and Homework (2007) text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/todo Monday, June 14 <todo #> Submit SMEP proposal </todo> June 6, 7 <todo #> Packing, Return, Shopping, Check in </todo> Saturday, June 5 <todo #> Organize papers to bring </todo> <todo #> Send the abstract to friends for review </todo> <todo> Exact likelihood of vector AR(p) </todo> text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/useful_readings Readings for Students in Graduate Statistics Howell Chapters 1 and 2, The Basics * Aiken, L. S., West, S. G., & Millsap, R. E.  (2008).  Doctoral training in statistics, measurement, and methodology in psychology.  American Psychologist, 63, 32-50.  doi: 10.1037/0003-066X.63.1.32  text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/wright_on_path_analysis Sewall Wright on Path Analysis: A Bibliography 1918 On the Nature of Size Factors. //Genetics// 3:367-74. 1920 The Relative Importance of Heredity and Environment in Determining the Birth Weight of Guinea Pigs. //Proceedings of the National Academy of Sciences// 6:320-32. 1921 Correlation and Causation. pp. 557-585. 1923 The Theory of Path Coefficients: A reply to Niles' criticism. pp. 239-255. vol. 8. 1925 Corn and Hog Correlations. U.S. Department of Agriculture Bulletin 1300, Wash… text/html 2016-01-24T14:48:26+00:00 Anonymous (anonymous@undisclosed.example.com) https://nd.psychstat.org/lab/people/xtong <http://nd.psychstat.org/lab/zhang/missing_data_mediation_analysis>