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@DrLynTaylor
DrLynTaylor authored Aug 7, 2024
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| Methods | | R | SAS | Comparison (R vs SAS) | Comparison (Other) | Python |
| ------------------------------------------ | --------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------- | ----------------------------------------- | ------------- |
| Summary Statistics | Rounding | [R](https://psiaims.github.io/CAMIS/R/rounding.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/rounding.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_rounding.html) | | [python](https://psiaims.github.io/CAMIS/python/Rounding.html) |
| | Summary statistics | [R](https://psiaims.github.io/CAMIS/R/summary-stats.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/summary-stats.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas-summary-stats.html) | | [python](https://psiaims.github.io/CAMIS/python/Summary_statistics.html) |
| | Skewness/Kurtosis | [R](https://psiaims.github.io/CAMIS/R/summary_skew_kurt.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/summary_skew_kurt.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_summary_skew_kurt.html) | | [python](https://psiaims.github.io/CAMIS/python/skewness_kurtosis.html) |
| General Linear Models | One Sample t-test | [R](https://psiaims.github.io/CAMIS/R/ttest_1Sample.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/ttest_1Sample.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_ttest_1Sample.html) | | [python](https://psiaims.github.io/CAMIS/python/OneSampleTTest.html) |
| | Paired t-test | [R](https://psiaims.github.io/CAMIS/R/ttest_Paired.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/ttest_Paired.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_ttest_Paired.html) | | [python](https://psiaims.github.io/CAMIS/python/PairedTTest.html) |
| | Two Sample t-test | [R](https://psiaims.github.io/CAMIS/R/ttest_2Sample.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/ttest_2Sample.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_ttest_2Sample.html) | | [python](https://psiaims.github.io/CAMIS/python/TwoSampleTTest.html) |
| | ANOVA | [R](https://psiaims.github.io/CAMIS/R/anova.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/anova.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_anova.html) | | |
| | ANCOVA | [R](https://psiaims.github.io/CAMIS/R/ancova.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/ancova.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_ancova.html) | | [python](https://psiaims.github.io/CAMIS/python/ancova.html) |
| | MANOVA | [R](https://psiaims.github.io/CAMIS/R/manova.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/manova.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_manova.html) | | [python](https://psiaims.github.io/CAMIS/python/MANOVA.html) |
| | Linear Regression | [R](https://psiaims.github.io/CAMIS/R/linear-regression.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/linear-regression.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_linear-regression.html) | | |
| Generalized Linear Models | Logistic Regression | [R](https://psiaims.github.io/CAMIS/R/logistic_regr.html) | [SAS -Molly/Brian/lyn](https://psiaims.github.io/CAMIS/SAS/logistic-regr.html) | bvarney9/ Molly/ Lyn | | |

| Generalized Linear Models | Logistic Regression | All present - just needs aligning/ review (Lyn) | | | | |
| | Poisson/Negative Binomial Regression | [R](https://psiaims.github.io/CAMIS/R/count_data_regression.html) | Novartis hackathon | | | |
| | Categorical Repeated Measures | | | | | |
| | Categorical Multiple Imputation | | | | | |
| Non-parametric Analysis | Wilcoxon signed rank | Agnieska (PXL)/ Lyn | Agnieska (PXL)/ Lyn | Agnieska (PXL)/ Lyn | | |
| | Mann-Whitney U/Wilcoxon rank sum | [R](https://psiaims.github.io/CAMIS/R/nonpara_wilcoxon_ranksum.html) | Agnieska (PXL)/ Lyn | Agnieska (PXL)/ Lyn | | |
| Non-parametric Analysis | Wilcoxon signed rank | R present | Agnieska (PXL) Almost finished | Agnieska (PXL) | | |
| | Mann-Whitney U/Wilcoxon rank sum | [R](https://psiaims.github.io/CAMIS/R/nonpara_wilcoxon_ranksum.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/ranksum.html) | Agnieska (PXL)/ Lyn | | |
| | Kolmogorov-Smirnov test | Christina/Sarah | Christina/Sarah | Christina/Sarah | | |
| | Kruskall-Wallis test | [R](https://psiaims.github.io/CAMIS/R/kruskal_wallis.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/kruskal_wallis.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_kruskalwallis.html) | | |
| | Friedman test | | | | | |
| | Jonckheere test | | | | | |
| | Friedman test | see issue - assigned | | | | |
| | Jonckheere test | see issue - assigned | | | | |
| Categorical Data Analysis | Binomial test | | | | | |
| | McNemar's test | [R](https://psiaims.github.io/CAMIS/R/mcnemar.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/mcnemar.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_mcnemar.html) | | |
| | Chi-Square Association/Fishers exact | [R](https://psiaims.github.io/CAMIS/R/association.html) | [SAS](https://psiaims.github.io/CAMIS/SAS/association.html) | [R vs SAS](https://psiaims.github.io/CAMIS/Comp/r-sas_chi-sq.html) | | |
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