UC Irvine Center for Statistical Consulting
  • About Us
    • Personnel
    • Affiliations
    • ICTS BERD Unit
  • Consulting With Us
    • Consulting Rates
    • Publication and Authorship
    • Standard Operating Procedures (SOP)
    • Testimonials
  • Resources
    • Classes and Training
    • Study Protocol (Data Format)
    • Upcoming Events
    • Workshop Materials
  • Request a Consultation
    • General Request
    • UCI Department of Surgery
    • Chapman University
  • Community Partners
    • Chapman University Researchers
  • Contact Us
    • Location
    • Share Your Feeback

Psychometrics and Causal Inference in Stata

May 1, 2020 by fontejon

May 29th, 2020 | 8:15 AM to 4:00 PM | Hosted on Zoom

Free for registered participants to attend

Register Today >
Schedule:
8:30 – 9:30am Basic Stata Commands
9:30 – 10:30am Basic Stata Estimation Commands
10:45 – 11:45am Intro to Psychometrics with Stata: Topics include reliability, Cohen’s kappa statistic, canonical correlation, Cronbach’s alpha, exploratory factor and confirmatory factor analysis, factor rotations, multivariate analysis of variance (MANOVA), contrasts and pairwise comparisons, structural equation modeling (SEM), item response theory (IRT), and latent class analysis (LCA).
1 – 2:15pm Intro to Causal Inference and Treatment Effects Basic concepts of causal inference including counterfactuals and potential outcomes are introduced. Demonstration of Stata’s -teffects- suite of commands to fit causal models using propensity score matching, inverse-probability weighting, regression adjustment, “doubly-robust” estimators that use a combination of inverse-probability weighting with regression adjustment, and nearest-neighbor matching.
2:30 – 4pm Causal Inference for Complex Observational Data Concepts in missing data such as missing at random (MAR), missing not at random (MNAR), and unobserved confounding are introduced. This talk will demonstrate how to use standard maximum likelihood estimation to fit extended regression models (ERMs) that deal with all of these common issues alone or simultaneously.
Register Today >
20200429-stata-workshop-flyer

Filed Under: events

© 2023 Center for Statistical Consulting - Dept. Of Statistics - University of California Irvine