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Longitudinal SEM 2017-06-24T15:20:44+00:00

Longitudinal SEM

Session 2: June 11 – 15, 2018
Albuquerque, NM – Embassy Suites


FAQVenue InfoHotel Reservations
$1,795 Faculty/Professional or $1,095 Student/Post-Doc

Payment Options
Per Course Qty
Professionalshow details + $1,795 (USD)  
Studentshow details + $1,095 (USD)  

Statistics Course Objectives

The five-day training institute on Longitudinal SEM will enable participants to:

  • Understand the strengths and weaknesses of the different models that can be applied to longitudinal data.
  • Develop a clear understanding of how the models can be specified and adapted to address the specific needs and questions of the investigator.
  • Gain knowledge of the ways in which one should formulate models test alternative models, and evaluate models with regard to statistical and practical significance.
  • Become proficient in the use of the program(s) LISREL 8.8x and or Mplus 5.x for analysis of structural models as they apply to longitudinal data (R and SAS® assistance available).

Course Syllabus

Summer Stats Camp 2018: Longitudinal SEM
Monday June 11, 2018
9:00-10:45 Welcome and Introductions. Overview of Longitudinal Models
10:45-11:00 Snack and Refreshment Break
11:00-12:30 Design and Measurement Issues in Longitudinal Modeling
12:30-1:30 Lunch Break
1:30-3:15 Missing Data: Planned and Unplanned
3:15-3:30 Snack and Refreshment Break
3:30-5:00 Review of Foundations of SEM
Tuesday June 12, 2018
9:00-10:45 Parcels and Parceling
10:45-11:00 Snacks and Refreshment Break
11:00-12:30 Longitudinal Panel Models: Basics
12:30-1:30 Lunch Break
1:30-3:15 Multiple-group Longitudinal Panel Models; CFA and SEM
3:15-3:30 Snack and refreshment Break
3:30-5:00 Wrap-up then Individual Consultations
Wednesday June 13, 2018
9:00-10:45 Longitudinal Mediation
10:45-11:00 Snack and Refreshment Break
11:00-12:30 Longitudinal Moderation
12:30-1:30 Lunch Break
1:30-3:15 Latent Growth Curve Modeling: Basics
3:15-3:30 Snack and Refreshment Break
3:30-5:00 Latent Growth Curve Modeling: Multivariate and Multiple Groups
Thursday June 14, 2018
9:00-10:45 Growth Mixture Modeling
10:45-11:00 Snack and Refreshment Break
11:00-12:30 Growth Mixture Modeling Continued
12:30-1:30 Lunch Break
1:30-3:15 Discrete- Time Survival Analysis in SEM
3:15-3:30 Snack and Refreshment Break
3:30-5:00 Discrete- Time Survival Analysis in SEM Continued
Friday June 15, 2018
9:00-10:45 Multilevel Growth Modeling
10:45-11:00 Snack and Refreshment Break
11:00-12:30 Multilevel Growth Modeling Continued
12:30-1:30 Lunch Break
1:30-~3:30 Wrap-up then Individual Consultations

Why Should You Attend?

  • Get 1 on 1 Consultation With Instructor
  • Professional Networking
  • Peer Socializing
  • Collaboration
  • All Course Resources
  • Breakfast (Embassy guests), Lunches, & Snacks Daily

Statistical Methods Course Description

Overview: This camp is an advanced intensive short course in the analysis of longitudinal data using SEM. The course will be a series of lectures and computer workshops to provide participants with advanced training in the use of SEM for the analysis of longitudinal data.

Topics include:

• Design and measurement issues in longitudinal research
• Traditional panel designs
• Latent growth curve analysis
• Growth mixture modeling
• Multi-level SEM with longitudinal data
• Dynamic intra-individual modeling

Instructors: Todd D. Little & Katherine Masyn

Todd D. Little, PhD is a Professor and director of the Institute for Measurement, Methodology, Analysis and Policy at Texas Tech University. He is widely recognized for his quantitative work on various aspects of applied SEM (e.g., modern missing data treatments, indicator selection, parceling, modeling developmental processes) as well as his substantive developmental research (e.g., action-control processes and motivation, coping, and self-regulation). His work has garnered over 21,200 citations with an h-index of 75 and an i10-index of 172. In 2001, he was elected to membership in the Society for Multivariate Experimental Psychology, and in 2009, he was elected President of APA’s Division 5 (Evaluation, Measurement, and Statistics). He is a fellow in APA, APS, and Longitudinal SEM Training CourseAAAS. In 2013, he received the Cohen award from Division 5 of APA for distinguished contributions to teaching and mentoring and in 2015 he received the inaugural distinguished contributions award for mentoring developmental scientists from the Society for Research in Child Development. Both awards cited his founding of Stats Camp (Statscamp.org) in 2003 and its ongoing impact on shaping the quality of scientific inquiry for both past and future generations of researchers. Download Todd’s CV (PDF)

Katherine recently joined the faculty at Georgia State University’s School of Public Health as an Associate Professor of Biostatistics. She was previously on the faculty at the Harvard Graduate School of Education and received her doctorate in Social Research Methodology at UCLA under the mentorship of Prof. Bengt Muthen.

 

Software and Computer Support
Course Audience

If you already have a strong background in the application of SEM to analyze the covariance structure of multivariate data and you need to learn how to apply more advanced models to longitudinal data, this course is for you. We strongly recommend that you attend our five-day intensive summer institute on the foundations of SEM as a pre-requisite to taking this five-day advanced course. If you have not taken the foundations Course, you should have extensive experience or have taken a graduate-level course on SEM before enrolling.

Participants from a variety of fields, including sociology, psychology, education, human development, marketing, business, biology, medicine, political science, and communication, will benefit from the course.

The course will support LISREL, Mplus or Laavan. Some assistance will be available for questions related to other structural modeling packages. Previous knowledge of LISREL, Mplus or Laavan is preferred but not required.

Course Files

Below are links to course files for those who enrolled in the course. Please download these files onto your computer before the first day of the course. The files are password protected to respect the intellectual property rights of the instructors. By using your login information, you agree not to share your login information or the content protected by it.

Click Here to Access Longitudinal SEM Course Files

Longitudinal SEM Seminar Todd D. Little