這些都是免費的教程視頻，如果你想進一步學習可以在人大經濟論壇提供相關資訊。（ariszheng）
Online Seminars and Classes
We have over 45 online seminars/classes and an entire 10 week course on Latent Variable Analysis that you can access any time day or night. These online seminars are indicated by the suffix with movies and are easy to view in just about any browser on just about any platform. We encourage you to watch these seminars to improve your skills in the statistical packages and statistical techniques covered. If you are a UCLA researcher working on research such as your dissertation, a publication, or grant related research, we would welcome you to ask more questions about these techniques and how they apply to your research via our consulting services. We do not currently have any live seminars planned or scheduled, but if you join the ATSstat mailing list you can be sure to be notified if we schedule seminars.
Complete List of Seminars and Classes
- Stata
- Introduction to Stata with movies
- Regression with Stata
- Logistic Regression with Stata with movies
- Beyond Binary Logistic Regression with Stata with movies
- Visualizing Main Effects and Interactions for Binary Logit Models in Stata with movies
- Survey Data Analysis with Stata 8 with movies
- Introduction to Survey Data Analysis with Stata 9
- Applied Survey Data Analysis with Stata 9 with movie and mp3
- Survival Analysis Using Stata
- Graphics using Stata 8 with movies
- Introduction to Programming in Stata
- What's New in Stata 8
- What's New in Stata 9
- What's New in Stata 10
- SAS
- Introduction to SAS with movies
- Regression with SAS
- Logistic Regression in SAS
- Repeated Measures Analysis in SAS with movies
- Survival Analysis Using SAS
- Multilevel Modeling using SAS
- Using Arrays in SAS with movies
- Using Arrays in SAS
- Introduction to SAS Macro Language with movies
- SAS Output Delivery System
- Graphics using SAS
- SPSS
- Introduction to SPSS with movies
- SPSS Tutorials. These tutorials are developed and distributed from Texas A&M University
- Beyond Point and Click: SPSS Syntax with movies
- Regression with SPSS with movies
- Repeated Measures Analysis in SPSS
- Graphics using SPSS
- Mplus and Latent Variable Analysis
- Statistical Analysis with Latent Variables (a 10 week course) with movies
Professor Bengt Muthén taught this 10 week course on the Statistical Analysis with Latent Variables during Spring quarter 2004, featuring the newly released version 3 of the Mplus program, see http://www.statmodel.com. ATS worked with OID and Professor Muthén to record these lectures so you may view the video streams of the course.
- General Latent Variable Modeling using Mplus Version 3 (Professor Bengt Muthén speaking at SMABS 2004 at Jena University) with movies
- Multilevel Modeling in Mplus (Professor Bengt Muthén speaking at Johns Hopkins University) with movies
- Statistical Analysis with Latent Variables using Mplus 3 (guest speaker Bengt Muthén) with movies
- Latent Class Analysis (guest speaker Karen Nylund) with movies
- Discrete Time Survival Analysis, (guest Speaker Katherine Masyn) with movies
- Longitudinal Models with Zero Inflation, (guest Speaker Frauke Kreuter) with movies
- Introduction to using Mplus 3 with movies
- Introduction to Mplus - Featuring Confirmatory Factor Analysis (under construction)
- Building Your Mplus Skills
- SUDAAN
- Latent GOLD
- Introduction to Latent GOLD with movies
- Latent Class Regression Analysis (also download handouts) by Jeroen Vermunt from the SMABS 2004 Conference in Jena
- R
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- Repeated Measures Analysis in R
Introduction to R
- Statistica
- Introduction to Statistica with movies
- Longitudinal Data Analysis
- Longitudinal Research: Present Status and Future Prospects by Judith Singer & John Willett with movies
- Analyzing Longitudinal Data using Multilevel Modeling with movies
- Multilevel Modeling
- Multilevel Modeling in Mplus (Professor Bengt Muthén speaking at Johns Hopkins University) with movies
- Multilevel Modeling using Mplus - see Week 10 of Statistical Analysis with Latent Variables (Education 231e) with movies
- Multilevel Modeling using MLwiN
- Introduction to Multilevel Modeling Using HLM
- Introduction to Multilevel Modeling Using HLM 6.04 (outline.pdf)
- Survey Data Analysis
- Introduction to Survey Data Analysis
- Power Analysis
- Introduction to Power Analysis LIVE! February 12, 4-6 p.m. in MS 5628
- Intermediate Power Analysis (with mp3) by Jason Cole
- Advanced Power Analysis (with mp3) by Jason Cole
- Special Topics
- Regression Models with Count Data (with movie) (with mp3)
- Statistical Writing (notes) LIVE! February 5, 4-6 p.m. in MS 5628
- Funding Your Graduate Work (with movie) (with mp3)
- Proposal Workshop (with movie) (with mp3)
- Proposal Workshop 2 (with movie) (with mp3)
- Archival Data
- Finding and Using Archival Data with movies
- Other
- Making Movies for Distribution over the Web with movies
- Resources for Teaching Statistics
- Resources and Trends in Statistical Computing
- Introduction to Statistical Packages
