@REDCap

• RISE Data Lab Webinar Series: click HERE for details (registration required).
• External training opportunities
• The center for biomedical informatics and biostatistics at the University of Arizona also provides training on REDCap at three levels: click HERE for details (registration required).
• Institute of Translational Health Science (ITHS) at the University of Washington offers several online courses on REDCap: click HERE for details (registration required).
• Cincinnati REDCap Resource Center: click HERE for details.
• Children's Hospital of Philadelphia: click HERE for details. 
• Instructions on YouTube
• REDCap Video Tutorials (@UA)
• REDCap training materials (@Vanderbilt)
• UCD REDCap
• PPUL REDCap
• UMKC REDCap
• VCU REDCap
• NYU Health Sciences Library (eConsent & Multi-language management)

@Webinars, Lectures, and Workshops on Statistical Modeling

• Stata: past webinar recordings on statistical analysis using Stata
• IDRE (UCLA)
• Textbook Examples using Stata
• Data analysis examples
• Introduction to SEM in R with Lavaan
• Introduction to Generalized Linear Regression Model in R
• CFA in R with Lavaan
• Latent Growth Models (LGM) and Measurement Invariance with R in Lavaan
• Multilevel Modeling
• Learning Environment for Multilevel Methods and Applications (LEMMA)
• Multilevel Models for Longitudinal and Repeated Measures Data (Course by Dr. Lesa Hoffman)
• Talks and Workshops on Longitudinal analysis (Dr. Lesa Hoffman)
• Mixed Effects Modeling in Stata (Dr. Josh Errickson)
• Causal Inference
• Introduction to Causal Inference
• Analysis with Mplus
• Mplus User Guide
• Mplus YouTube Channel
• Webinars and Workshops by NIH, Census, and APA
• Research Methods Resources (NIH): GRT, IRGT, and SWGRT
• Census Academy Webinars
• Methods: Mind the Gap Webinar Series (NIH)
• American Community Survey (PRB and Census)
• Science Training Sessions (APA)
• Modern Mediation Analysis
• Introduction to modern mediation analysis (Dr. MacKinnon): part 1 / part 2
• Modern Causal Mediation Analysis (SER 2022 Workshop)
• Causal Mediation (Population Health Methods, Columbia University)
• Causal Mediation Analysis (Dr. Tyler VanderWeele)

@Data Visualization

• Flowing Data
• What's Going On in This Graph? (New York Times)
• Top 25 Stata Visualizations

@Learning Opportunities

• Statistical Horizons
• CenterStat
• ICPSR Summer Program (@University of Michigan)
• Stats Camp Foundation
• Institute for Social Science Research (ISSR) (@Arizona State University)
• episummer@columbia (@Columbia)
• Institute for Social Science Research (@Univ. of Massachusetts Amherst)
• QuantFish
• Qualtrics XM Basecamp
• Canadian Center for Research Analysis and Methods (CCRAM)
• instats

@Using Syntax

• SAS/Stata/R/SPSS/M+/Suddan (UCLA OARC Stats)
• SPSS
• SPSS for beginners (freeCodeCamp)
• WLM 
• SPSS Tutorials 
• Dr. Hayes
• Kenn State University
• Rayland's SPSS Tools
• SAS
• SSCC
• Penn State
• SAS Formats and Informats
• Stata
• WLM 
• SSCC 
• Stata Video Tutorials 
• Stata User's Guide (Ver. 16)
• Resources for learning Stata
• The Stata Guide
• R
• Learning statistics with R
• WLM
• SSCC
• YaRrr!
• Modern Drive
• R for Data Science
• r-statistics.co (by Selva Prabhakaran)
• Mplus
• Mplus Class Notes (IDRE)
• WLM

@Online Training and Guidance 

• Princeton University
• Data & Statistical Services (DSS) Online Training Section
• Getting Started in Data Analysis: Stata, R, SPSS, Excel
• Nature Portfolio
• Points of Significance (key statistical and experimental design concepts)
• Guide to Social Science Data Preparation and Archiving (ICPSR)
• Data management and Sharing Tips and Resources (NIH)
• Statology

@External Support Community

• SAS Support Community (SAS)
• Statalist (Stata)
• Cross-Validated (most stat programs and statistics)

@Power Analysis

• Sample Size Planning with Mplus (QuantFish)
• Sample Size Workshop: Power and sample size for multilevel and longitudinal study designs.
• Group Randomized Trials (GRT)/Individually Randomized Group-Treatment (IGRT) Sample Size Calculator (NIH)
• Power Calculations (The World Bank)
• Power with Superpower