Assignment Table

Methods		R	SAS	Comparison (R vs SAS)	Comparison (Other)	Python
Summary Statistics	Rounding	R	SAS	R vs SAS		python
	Summary statistics	R	SAS	R vs SAS		python
	Skewness/Kurtosis	R	SAS	R vs SAS		python
General Linear Models	One Sample t-test	R	SAS	R vs SAS		python
	Paired t-test	R	SAS	R vs SAS		python
	Two Sample t-test	R	SAS	R vs SAS		python
	ANOVA	R	SAS	R vs SAS
	ANCOVA	R	SAS	R vs SAS		python
	MANOVA	R	SAS	R vs SAS		python
	Linear Regression	R	SAS	R vs SAS
Generalized Linear Models	Logistic Regression	R	SAS -Molly/Brian/lyn	bvarney9/ Molly/ Lyn
	Poisson/Negative Binomial Regression	R	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	Agnieska (PXL)/ Lyn	Agnieska (PXL)/ Lyn
	Kolmogorov-Smirnov test	Christina/Sarah	Christina/Sarah	Christina/Sarah
	Kruskall-Wallis test	R	SAS	R vs SAS
	Friedman test
	Jonckheere test
Categorical Data Analysis	Binomial test
	McNemar's test	R	SAS	R vs SAS
	Chi-Square Association/Fishers exact	R	SAS	R vs SAS
	Cochran Mantel Haenszel	R	SAS	R vs SAS
	Confidence Intervals for proportions	see issue #7
Repeated Measures	Linear Mixed Model (MMRM)	R	SAS Stephen Waugh and novonordisk)	R vs SAS Stephen Waugh novonordisk)
	Generalized Linear Mixed Model (MMRM)	Stephen waugh (TBC)?
	Bayesian MMRM	Openstatsware/ Chi	Openstatsware/ Chi	Openstatsware/ Chi
Multiple Imputation - Continuous Data MAR	MCMC
	Linear regression	R
	Predictive Mean Matching	R
	Propensity Scores	andreaczhang (chi)
Multiple Imputation - Continuous Data MNAR	Delta Adjustment/Tipping Point	andreaczhang (chi)
	Reference-Based Imputation/Sequential Methods	andreaczhang (chi)	Leon?
	Reference-Based Imputation/Joint Modelling	andreaczhang (chi)	Leon?
Correlation	Pearson's/ Spearman's/ Kendall's Rank	R		python
Survival Models	Kaplan-Meier Log-rank test and Cox-PH	R	SAS	R vs SAS
	Accelerated Failure Time		Stephen McCawille
	Non-proportional hazards methods
Sample size /Power calculations	Single timepoint analysis	vandyme	vandyme		yuliasidi
	Group-sequential designs	Keaven/Yulia Sidi	Keaven/Yulia Sidi	Keaven/Yulia Sidi	yuliasidi
Multivariate methods	Clustering
	Factor analysis
	PCA
	Canonical correlation
	PLS
	Non linear Models	Todd/Cuifeng	Todd/Cuifeng	Todd/Cuifeng
Other Methods	Survey statistics	R	SAS	R vs SAS
	Nearest neighbour
	Causal inference
	Machine learning