UK Annual Population Survey Analysis (2021) 📊

Project Overview: A statistical analysis of the UK Annual Population Survey (APS) dataset to explore relationships between [Variable A] and [Variable B], accounting for survey response bias.

🎯 Objectives

• Data Cleaning: Recoded complex categorical variables for meaningful analysis.
• Statistical Testing: Implemented Chi-Square tests to determine the significance of the relationship between [Variable A] and [Variable B].
• Bias Correction: Applied survey reweighting techniques to account for non-random response bias and missing data.
• Visualization: Created publication-standard plots using ggplot2.

🛠 Techniques Used

• Univariate & Bivariate Analysis
• Hypothesis Testing (Chi-Square)
• Confidence Intervals & Reweighting
• Multidimensional Analysis (3-way cross-tabulation)

📂 Key Files

• git.md - The full rendered report with graphs and interpretation.
• analysis.qmd - The raw Quarto/R code.

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Note: Data source: APS 2021 (Available via UK Data Service). Data not included in repo for privacy/licensing reasons

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