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Lynda - Descriptive Healthcare Analytics in R - 504399
Lynda - Descriptive Healthcare Analytics in R
Analyze behavior and risk using R, the open-source statistical computing software. R provides an environment and a language you can use to analyze data, including the publicly available Behavioral Risk Factor Surveillance Survey (BRFSS) dataset. This course teaches core healthcare data science skills, including epidemiology, as well as how to perform a cross-sectional analysis, set up a data dictionary, develop metadata, determine confounders, apply exclusions, create diagrams, generate continuous and categorical outcome variables, and more. Join biotech expert and epidemiologist Monika Wahi as she first discusses design and ethical considerations, and then takes you through the steps of conducting a descriptive analysis.


Table of Contents

  • Introduction
  • 1. What Is the BRFSS?
  • 2. Designing Your Metadata
  • 3. Reading in Data and Applying Exclusions
  • 4. Preparing for Descriptive Analysis
  • 5. Conducting Descriptive Analysis
  • 6. Descriptive Analysis: Weights and Tests
  • Conclusion
  • Lynda - Descriptive Healthcare Analytics in R


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