Faraway: Example Datasets for Linear Models and Regression Textbooks

Julian Faraway's three textbooks on linear models and regression provide the source for these datasets. The books include 'Linear Models with R' and 'Extending the Linear Model with R', with editions published from 2004 to 2025. The data likely contains example tables for illustrating statistical concepts like ANOVA and regression analysis.

Use Cases

• Teaching linear regression concepts based on textbook examples.
• Practicing ANOVA techniques using curated example data.
• Benchmarking statistical model implementations against canonical examples.
• Reproducing analyses from the 'Linear Models with R' and 'Extending the Linear Model with R' textbooks.

Strengths

• Data is directly tied to three established textbooks by author Julian Faraway.
• Covers statistical topics including linear models, regression, and ANOVA.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Julian Faraway

Collection Method

Example data compiled for textbook instruction.