Causal Mediation Analysis with R
Donna Coffman teaches causal mediation using R in this on-demand course
In this self-paced online course, Dr. Donna Coffman gives in-depth tutorials on specifying and interpreting causal mediation models in R. With crystal clear hands-on lessons, she'll take you through each step of the analysis, along with interpreting and reporting results. Use the dropdown menu below to see what’s included in this short course:
Welcome!
FREE PREVIEWHandouts and Practice Data Files
Session 1a: Intro to the Potential Outcomes Framework - Part I
Session 1b: Intro to the Potential Outcomes Framework - Part II
FREE PREVIEWSession 2a: Defining Causal Mediation Effects - Part I
Session 2b: Defining Causal Mediation Effects - Part II
Session 3: Estimating Causal Mediation Effects
Session 4a: Implementation in twangMediation R package
Session 4b: Implementation in medflex R package
Session 4c: Implementation in CMAverse R package
Session 5: Advanced Topics and Conclusions
Dr. Donna Coffman
Donna Coffman is an Associate Professor of Quantitative Psychology at the University of South Carolina. Her research is focused on the development of new techniques to study causal processes. As one of the world's foremost leaders in causal methods, Dr. Coffman has taught researchers worldwide to implement these techniques in their studies.
Tax-exempt institutions in the United States, please start here.
Causal Mediation Analysis with R available for immediate access. Please contact us if you need an invoice prior to purchase or have a larger group.
Payment is accepted by credit card, Paypal, or bank transfer (euros & GPB). Bank transfer instructions are here.
Group licenses provide the lowest per-person cost.
Further discounts are available for researchers working in LMICs; apply here to get started.
Individual: Student/Post Doc
Professional
Group: Up to 6 Users
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Student/Postdoc: €326 Professional: €420 Group: €1058 Account holder: QuantFish LLC BIC/SWIFT: TRWIBEB1XXX IBAN: BE20 9672 6025 0356 Address: Avenue Louise 54, Room S52 Brussels 1050 Belgium The following information is required to ensure proper enrollment:
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Student/Postdoc: £279 Professional: £359 Group: £908 Account holder: QuantFish LLC Sort code: 23-14-70 Account number: 87960744 IBAN: Address:
56 Shoreditch High Street, London E1 6JJ, United Kingdom The following information is required to ensure proper enrollment:
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This course is for learners with a foundational knowledge of linear and logistic regression analysis. Prior experience with R is not required.
Once you enroll and the course has launched, you will have unlimited access to the content. You are free to pause and return to your lessons as needed.
Unfortunately, personal feedback is not possible given the volume of researchers we serve. We are certain that Dr. Coffman's thorough approach to guiding you through every step of using R, along with the helpful handouts included in the course, will enable you to successfully perform propensity weighting techniques with your own data. Note that we here at QuantFish are always happy to help you navigate any technical issues related to the course itself.
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QuantFish is dedicated to providing courses that improve your analytic skills with accessible lessons from the world's leading methodologists. Causal Mediation Analysis with R is backed by a complete money-back guarantee for 7 days following the start of the course.