Package: quartets 0.1.3
Lucy DAgostino McGowan
quartets: Datasets to Help Teach Statistics
In the spirit of Anscombe's quartet, this package includes datasets that demonstrate the importance of visualizing your data, the importance of not relying on statistical summary measures alone, and why additional assumptions about the data generating mechanism are needed when estimating causal effects. The package includes "Anscombe's Quartet" (Anscombe 1973) <doi:10.1080/00031305.1973.10478966>, D'Agostino McGowan & Barrett (2023) "Causal Quartet" <doi:10.1080/26939169.2023.2276446>, "Datasaurus Dozen" (Matejka & Fitzmaurice 2017), "Interaction Triptych" (Rohrer & Arslan 2021) <doi:10.1177/25152459211007368>, "Rashomon Quartet" (Biecek et al. 2023) <doi:10.48550/arXiv.2302.13356>, and Gelman "Variation and Heterogeneity Causal Quartets" (Gelman et al. 2023) <doi:10.48550/arXiv.2302.12878>.
Authors:
quartets_0.1.3.tar.gz
quartets_0.1.3.zip(r-4.5)quartets_0.1.3.zip(r-4.4)quartets_0.1.3.zip(r-4.3)
quartets_0.1.3.tgz(r-4.4-any)quartets_0.1.3.tgz(r-4.3-any)
quartets_0.1.3.tar.gz(r-4.5-noble)quartets_0.1.3.tar.gz(r-4.4-noble)
quartets_0.1.3.tgz(r-4.4-emscripten)quartets_0.1.3.tgz(r-4.3-emscripten)
quartets.pdf |quartets.html✨
quartets/json (API)
NEWS
| # Install 'quartets' in R: |
| install.packages('quartets', repos = c('https://r-causal.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/r-causal/quartets/issues
- anscombe_leverage - Anscombe's Quartet High Leverage Data
- anscombe_linear - Anscombe's Quartet Linear Data
- anscombe_nonlinear - Anscombe's Quartet Nonlinear Data
- anscombe_outlier - Anscombe's Quartet Outlier Data
- anscombe_quartet - Anscombe's Quartet Data
- causal_collider - Collider Data
- causal_collider_time - Time-varying Causal Quartet Data
- causal_confounding - Confounder Data
- causal_confounding_time - Time-varying Causal Quartet Data
- causal_m_bias - M-Bias Data
- causal_m_bias_time - Time-varying Causal Quartet Data
- causal_mediator - Mediator Data
- causal_mediator_time - Time-varying Causal Quartet Data
- causal_quartet - Causal Quartet Data
- causal_quartet_time - Time-varying Causal Quartet Data
- datasaurus_dozen - Datasaurus Dozen Data
- heterogeneous_causal_quartet - Gelman Heterogeneity Causal Quartet Data
- interaction_triptych - Interaction Triptych Data
- rashomon_quartet - Rashomon Quartet Data
- rashomon_quartet_test - Rashomon Quartet Data
- rashomon_quartet_train - Rashomon Quartet Data
- variation_causal_quartet - Gelman Variation Causal Quartet Data
Last updated 10 months agofrom:b812b77f9d. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Sep 07 2024 |
| R-4.5-win | OK | Sep 07 2024 |
| R-4.5-linux | OK | Sep 07 2024 |
| R-4.4-win | OK | Sep 07 2024 |
| R-4.4-mac | OK | Sep 07 2024 |
| R-4.3-win | OK | Sep 07 2024 |
| R-4.3-mac | OK | Sep 07 2024 |
Exports:
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Anscombe's Quartet High Leverage Data | anscombe_leverage |
| Anscombe's Quartet Linear Data | anscombe_linear |
| Anscombe's Quartet Nonlinear Data | anscombe_nonlinear |
| Anscombe's Quartet Outlier Data | anscombe_outlier |
| Anscombe's Quartet Data | anscombe_quartet |
| Collider Data | causal_collider |
| Time-varying Causal Quartet Data | causal_collider_time causal_confounding_time causal_mediator_time causal_m_bias_time causal_quartet_time |
| Confounder Data | causal_confounding |
| M-Bias Data | causal_m_bias |
| Mediator Data | causal_mediator |
| Causal Quartet Data | causal_quartet |
| Datasaurus Dozen Data | datasaurus_dozen |
| Gelman Heterogeneity Causal Quartet Data | heterogeneous_causal_quartet |
| Interaction Triptych Data | interaction_triptych |
| Rashomon Quartet Data | rashomon_quartet rashomon_quartet_test rashomon_quartet_train |
| Gelman Variation Causal Quartet Data | variation_causal_quartet |
