Statistics with R for Healthcare Research

Categories: R (Posit)
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About Course

Develop the statistical knowledge and R programming skills needed to analyse healthcare and research data confidently. This course introduces healthcare professionals to statistical concepts alongside practical implementation in R using realistic clinical and public health datasets.

Ideal for healthcare researchers, postgraduate students and anyone involved in evidence-based healthcare.

 

Learning Outcomes

By the end of this course you will be able to:

  • Understand core statistical concepts.
  • Import and manage healthcare datasets in R.
  • Perform descriptive and inferential analyses.
  • Create publication-quality graphs.
  • Conduct hypothesis testing.
  • Build regression models.
  • Interpret statistical outputs confidently.

 

Course Modules

  • Module 1: Introduction to R & RStudio
    • Install R, navigate RStudio and understand the R environment.
  • Module 2: Working with Healthcare Data
    • Import, organise and manipulate datasets.
  • Module 3: Descriptive Statistics
    • Summarise healthcare data using measures of central tendency and variation.
  • Module 4: Data Visualisation
    • Create professional graphs using ggplot2.
  • Module 5: Probability & Distributions
    • Understand probability concepts and commonly used statistical distributions.
  • Module 6: Hypothesis Testing
    • Perform t-tests, chi-square tests and ANOVA.
  • Module 7: Correlation & Regression
    • Analyse relationships between healthcare variables.
  • Module 8: Logistic Regression
    • Model binary healthcare outcomes.
  • Module 9: Healthcare Research Applications
    • Apply statistical methods to epidemiology, clinical research and public health.
  • Module 10: Final Project
    • Analyse a healthcare research dataset and produce a professional statistical report.

 

Skills You’ll Gain

  • R Programming
  • RStudio
  • ggplot2
  • Healthcare Statistics
  • Hypothesis Testing
  • Regression Analysis
  • Research Methods
  • Epidemiology
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