Regression, Correlation, and Statistical Modelling
| サイト: | Young Education |
| コース: | Statistics |
| ブック: | Regression, Correlation, and Statistical Modelling |
| 印刷者: | Gast |
| 日付: | 2026年 09月 25日(金曜日) 01:16 |
1. Scatter Plots and Correlation
Learning outcomes
- I can construct scatter plots.
- I can describe correlation strength and direction.
- I can calculate correlation coefficients.
- I can interpret relationships between variables.
- I can distinguish correlation from causation.
2. Linear Regression
Learning outcomes
- I can determine a line of best fit.
- I can interpret regression equations.
- I can make predictions using regression.
- I can analyse residuals.
- I can evaluate model accuracy.
3. Multiple Variable Analysis
Learning outcomes
- I can identify relationships among multiple variables.
- I can recognise confounding variables.
- I can interpret multivariable data.
- I can evaluate statistical models.
- I can communicate statistical reasoning.
4. Statistical Modelling
Learning outcomes
- I can develop statistical models.
- I can assess model assumptions.
- I can evaluate model performance.
- I can interpret model outputs.
- I can apply models to real-world situations.
5. Communicating Statistical Results
Learning outcomes
- I can present statistical findings clearly.
- I can justify conclusions using evidence.
- I can create effective statistical reports.
- I can evaluate the quality of statistical investigations.
- I can apply statistical thinking to solve authentic problems.