Statistics with R for Healthcare Research
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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