YoVDO

Conceptual Overviews of Statistical and Data-Analytic Tools and Techniques

Offered By: YouTube

Tags

Statistics & Probability Courses Data Analysis Courses Shiny Courses Statistical Analysis Courses Survival Analysis Courses Text Analysis Courses

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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