http://www.ats.ucla.edu/stat/seminars/ed231e The lectures of the course Statistical Analysis with Latent Variables taught by Professor Bengt Muthén The lectures of the course Statistical Analysis with Latent Variables taught by Professor Bengt Muthén Education en-us 2006. All rights reserved. Fri, 15 Dec 2006 10:51:39 GMT Fri, 15 Dec 2006 10:51:39 GMT no 1 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_20.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_20.mp3 FINAL’s Week (June 14) FINAL’s Week (June 14) Fri, 15 Dec 2006 10:51:39 GMT Lecture 20: Multilevel mixture modeling statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_20.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_19.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_19.mp3 Week 10 (June 7 & 9) Week 10 (June 7 & 9) Fri, 15 Dec 2006 10:51:06 GMT Lecture 19: Multilevel latent variable modeling cont’d statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_19.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_18_5_l.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_18_5_l.mp3 Week 10 (June 7 & 9) Week 10 (June 7 & 9) Fri, 15 Dec 2006 10:50:28 GMT Lecture 18.5: Monte Carlo Simulation Studies in Mplus statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_18_5_l.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_18_lan.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_18_lan.mp3 Week 10 (June 7 & 9) Week 10 (June 7 & 9) Fri, 15 Dec 2006 10:49:52 GMT Lecture 18: Multilevel latent variable modeling statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_18_lan.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_17.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_17.mp3 Week 9 (June 2) Week 9 (June 2) Fri, 15 Dec 2006 10:49:09 GMT Lecture 17: Latent variable modeling with missing data statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_17.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_16_5_1.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_16_5_1.mp3 Week 8 (May 24 & 26) Week 8 (May 24 & 26) Fri, 15 Dec 2006 10:48:28 GMT Lecture 16.5.1: GMM Analysis Strategies (cont'd) statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_16_5_1.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_16_5_long.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_16_5_long.mp3 Week 8 (May 24 & 26) Week 8 (May 24 & 26) Fri, 15 Dec 2006 10:47:49 GMT Lecture 16.5: Longitudinal mixture modeling - GMM (cont'd) statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_16_5_long.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_16_lan.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_16_lan.mp3 Week 8 (May 24 & 26) Week 8 (May 24 & 26) Fri, 15 Dec 2006 10:45:45 GMT Lecture 16: Longitudinal mixture modeling - GMM statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_16_lan.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_15.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_15.mp3 Week 8 (May 24 & 26) Week 8 (May 24 & 26) Fri, 15 Dec 2006 10:44:39 GMT Lecture 15: Longitudinal mixture modeling – LTA statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_15.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_14.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_14.mp3 Week 7 (May 17 & May 19) Week 7 (May 17 & May 19) Fri, 15 Dec 2006 10:43:59 GMT Lecture 14: Cross-sectional mixture modeling - LCRA statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_14.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_13.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_13.mp3 Week 7 (May 17 & May 19) Week 7 (May 17 & May 19) Fri, 15 Dec 2006 10:43:22 GMT Lecture 13: Cross-sectional mixture modeling - LCA statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_13.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_12.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_12.mp3 Week 6 (May 10 & 12) Week 6 (May 10 & 12) Fri, 15 Dec 2006 10:42:49 GMT Lecture 12: Discrete-time survival analysis (cont'd) statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_12.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_11.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_11.mp3 Week 6 (May 10 & 12) Week 6 (May 10 & 12) Fri, 15 Dec 2006 10:42:15 GMT Lecture 11: Discrete-time survival analysis statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_11.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_10.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_10.mp3 Week 5 (May 3 & 5) Week 5 (May 3 & 5) Fri, 15 Dec 2006 10:41:39 GMT Lecture 10: Modeling with a preponderance of zeros (zero inflation) statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_10.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_9.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_9.mp3 Week 5 (May 3 & 5) Week 5 (May 3 & 5) Fri, 15 Dec 2006 10:40:54 GMT Lecture 9: Introduction to modeling with categorical dependent variables statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_9.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_8.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_8.mp3 Week 4 (April 26 & 28) Week 4 (April 26 & 28) Fri, 15 Dec 2006 10:40:09 GMT Lecture 8: Growth modeling, cont’d statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_8.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_7.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_7.mp3 Week 4 (April 26 & 28) Week 4 (April 26 & 28) Fri, 15 Dec 2006 10:39:20 GMT Lecture 7: Growth modeling, cont’d statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_7.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_6.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_6.mp3 Week 3 (April 19 & 21) Week 3 (April 19 & 21) Fri, 15 Dec 2006 10:38:36 GMT Lecture 6: Growth modeling, cont’d statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_6.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_5.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_5.mp3 Week 3 (April 19 & 21) Week 3 (April 19 & 21) Fri, 15 Dec 2006 10:37:49 GMT Lecture 5: Introductory growth modeling statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_5.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_4.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_4.mp3 Week 2 (April 12 & 14) Week 2 (April 12 & 14) Fri, 15 Dec 2006 10:28:32 GMT Lecture 4: Structural equation modeling statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_4.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_3.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_3.mp3 Week 2 (April 12 & 14) Week 2 (April 12 & 14) Fri, 15 Dec 2006 10:27:45 GMT Lecture 3: Multiple-group confirmatory factor analysis statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_3.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_2.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_2.mp3 Week 1 (April 5 & 7) Week 1 (April 5 & 7) Fri, 15 Dec 2006 10:26:13 GMT Lecture 2: Confirmatory factor analysis The lectures of the course Statistical Analysis with Latent Variables taught by Professor Bengt Muthén statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_2.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_1.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_1.mp3 Overview of course content. A general latent variable modeling framework. Overview of course content. A general latent variable modeling framework. Fri, 15 Dec 2006 10:24:32 GMT Overview of course content. A general latent variable modeling framework. Lecture 1: Welcome statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/edu231e_1.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p4.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p4.mp3 Overview of course content. A general latent variable modeling framework Overview of course content. A general latent variable modeling framework Fri, 15 Dec 2006 10:22:39 GMT Overview of course content. A general latent variable modeling framework Lecture 1: Overview part 4 statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p4.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p3.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p3.mp3 Overview of course content. A general latent variable modeling framework Overview of course content. A general latent variable modeling framework Fri, 15 Dec 2006 10:21:37 GMT Overview of course content. A general latent variable modeling framework Lecture 1: Overview part 3 statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p3.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p2.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p2.mp3 Overview of course content. A general latent variable modeling framework Overview of course content. A general latent variable modeling framework Fri, 15 Dec 2006 10:18:56 GMT Overview of course content. A general latent variable modeling framework Lecture 1: Overview part 2 statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p2.mp3 no http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p1.mp3 http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p1.mp3 Overview of course content. A general latent variable modeling framework Overview of course content. A general latent variable modeling framework Fri, 15 Dec 2006 10:17:39 GMT Lecture 1: Overview of course content. A general latent variable modeling framework Overview part 1 statistics, latent variables, muthen 00:00:00 http://www.ats.ucla.edu/stat/seminars/ed231e/overview_p1.mp3 no