HD (93) STA1010 Comprehensive Notes (UPDATED 2026)

Description

Comprehensive notes covering weeks 1-12, summarising all key content from lectures in a concise and organised manner. Used by many students for HD marks, including myself. Topics: - Study Design, Sampling and Bias (W1) - Quantitative Data, Linear Transformation & Cat. Data (W2) - Association, Regression, Correlation and Residuals (W3) - Regression to Mean, Linear Regression and Probability (W4) - Law of Total Probability, Binomial and Poisson Distribution (W5) - Means, Variance, Normal Distribution & Normal Random Variable (W6) - Normality, Means, Central Limit Theorem & Stat. Infer. (W7) - Confidence Intervals, Hypothesis Testing & Comparing Means (W8) - Non-parametric, Slope in Regression & Normal Approximation to Binomial (W9) - Proportions and Chi-Squared Testing (W10) - Goodness of Fit & Chi-Squared Distribution, and ANOVA (W11) - Understanding Hypothesis Testing (W12)