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Analysing Survey Data with Weights and Complex Designs with Tarek Al Baghal, Institute of Social and Economic Research, University of Essex

https://instats.org/seminar/analysing-survey-data-with-weights-and-c?utm_source=dresa

Description:

This seminar provides a comprehensive introduction to analyzing survey data with weights and complex survey design, specifically focusing on handling stratification, clustering, and unequal selection probabilities using R. Participants will gain essential skills in applying statistical models and conducting data analyses, enhancing their capacity to produce methodologically robust research outcomes.

Start: Friday, 28 February 2025 @ 00:00

End: Saturday, 01 March 2025 @ 04:00

Timezone: Sydney

Learning Objectives:

Topics Covered
Principles of Survey Methodology , Sample Design Concepts , Stratification and Clustering , Survey Data Sources , Introduction to R for Surveys , Purpose of Weighting , Creating Survey Weights , Weight Adjustment Techniques , Impact of Weights on Analyses , R Functions for Weighting , Weighted Descriptive Statistics , Visualizing Weighted Data , Plotting Techniques , R Packages for Visualization , Case Study Exploration , Regression with Survey Weights , Design-based Inference , Bias Reduction Techniques , R Survey Package Applications , Interpreting Model Results

Eligibility:
  • Open to all

Organiser: Tarek Al Baghal, Institute of Social and Economic Research, University of Essex

Contact: info@instats.org

Host institution: Instats

Analysing Survey Data with Weights and Complex Designs with Tarek Al Baghal, Institute of Social and Economic Research, University of Essex https://dresa.org.au/events/analysing-survey-data-with-weights-and-complex-designs-with-tarek-al-baghal-institute-of-social-and-economic-research-university-of-essex This seminar provides a comprehensive introduction to analyzing survey data with weights and complex survey design, specifically focusing on handling stratification, clustering, and unequal selection probabilities using R. Participants will gain essential skills in applying statistical models and conducting data analyses, enhancing their capacity to produce methodologically robust research outcomes. 2025-02-28 00:00:00 UTC 2025-03-01 04:00:00 UTC Tarek Al Baghal, Institute of Social and Economic Research, University of Essex Instats info@instats.org [] [] [] open_to_all []