Conceptual Overviews of Statistical and Data-Analytic Tools and Techniques
Offered By: YouTube
Course Description
Overview
Explore a comprehensive series of conceptual videos covering advanced statistical and data-analytic techniques, including hierarchical linear regression, path analysis, mediation analysis, text analysis, k-fold cross-validation, LASSO regression, survival analysis, and an introduction to Shiny. Gain valuable insights into these powerful tools and methodologies to enhance your data analysis skills and understanding of complex statistical concepts.
Syllabus
Hierarchical Linear Regression.
Path Analysis.
Mediation Analysis.
Text Analysis.
k-Fold Cross-Validation.
LASSO Regression.
Survival Analysis.
Introduction to Shiny.
Taught by
David Caughlin
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