0 IVs (population)	Interval & Normal	One Sample t-test Compares the sample mean to a hypothesized value	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			VassarStats	UCLA	UCLA	UCLA	UCLA
			GraphPad	Laerd	Laerd	Purdue	RExRepos
					Reed		NYU
	Ordinal or Interval	One Sample Median/Wilcoxon Signed Rank Test Compares the sample median to a hypothesized value	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			VassarStats	UCLA	UCLA	UCLA	UCLA
			GraphPad		Reed	Purdue	RExRepos
	Categorical (two categories)	Binomial Test Compares the proportion of successes to a hypothesized value	Wikipedia	SPSS	Stata	SAS	R		JMP
			GraphPad	UCLA	UCLA	UCLA	UCLA
					Reed		RExRepos
	Categorical	Chi-square Goodness of Fit Compares observed proportions to hypothesized proportions	Wikipedia	SPSS	UCLA*	SAS	R	MathWorks	JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA
			VassarStats	Laerd	Reed	Purdue	RExRepos
			Stat Trek			StatTutorials
1 IV with 2 levels (independent groups)	Interval & Normal	Two Independent Sample T-test Compares difference between the means of two independent variables	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA
			VassarStats	Laerd	Laerd	Purdue	RExRepos
			GraphPad	Norusis	Reed	StatTutorials	NYU
			Stat Trek
	Ordinal or Interval	Wilcoxon-Mann Whitney/Wilcoxon Rank Sum Test Compares difference between means of two independent variables when the dependent variable is not normally distributed	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			VassarStats	UCLA	UCLA	UCLA	UCLA
			GraphPad	Laerd	Reed	Purdue	RExRepos
							NYU
	Categorical	Chi-square Test Examines relationship between two categorical variables	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA
			VassarStats	Laerd	Reed	Purdue	NYU
			Penn State			StatTutorials
		Fisher's Exact Test Examines relationship between two categorical variables when at least one of the expected cell counts is less than 5	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA
			VassarStats			Purdue
						StatTutorials
1 IV with 2 or more levels (independent groups)	Interval & Normal	One-way ANOVA (Analysis of Variance) Compares difference in means across one variable with two or more groups	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			Laerd	UCLA	UCLA	UCLA	UCLA
			StatSoft	Laerd	Laerd	Purdue	RExRepos
			VassarStats		Reed	StatTutorials	NYU
			GraphPad
	Ordinal or Interval	Kruskal Wallis Compares difference across means of an ordinal or interval variable across one independent variable with at least two groups	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			VassarStats	UCLA	UCLA	UCLA	UCLA
			GraphPad	Laerd	Laerd	Purdue	RExRepos
					Reed
	Categorical	Chi-square Test Examines relationship between two categorical variables	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA
			VassarStats	Laerd	Reed	Purdue	NYU
			Penn State			StatTutorials
1 IV with levels (dependent/matched groups)	Interval & Normal	Paired T-test Compares difference between two dependent/matched variables	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA
			VassarStats	Laerd	Laerd	Purdue	RExRepos
			GraphPad		Reed	StatTutorials	NYU
	Ordinal or Interval	Wilcoxon Signed Rank Test Compares difference between two dependent/matched variables when the difference is ordinal but not interval/normal	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			VassarStats	UCLA	UCLA	UCLA	UCLA
				Laerd	Reed	Purdue	RExRepos
	Categorical	McNemar's Test Compares difference between proportions when the variables are matched/dependent	Wikipedia	SPSS	Stata	SAS	R		JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA
			VassarStats	Laerd		Purdue	RExRepos
			GraphPad
1 IV with 2 or more levels (dependent/matched groups)	Interval & Normal	One-way Repeated Measures ANOVA Compares difference in means across one independent variable with two or more dependent/related groups	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			Laerd	UCLA	UCLA	UCLA	UCLA
			StatSoft	Laerd	Laerd	StatTutorials	RExRepos
			VassarStats		Reed
			GraphPad
	Ordinal or Interval	Friedman Test Compares difference in means across an ordinal independent variable with two or more dependent/related groups	Wikipedia	SPSS		SAS	R	MathWorks	JMP
			VassarStats	UCLA	UCLA	UCLA	UCLA
			GraphPad	Laerd			RExRepos
	Categorical	Repeated Measures Logistic Regression Predicts group membership of a binary dependent outcome based off of multiple independent variables with dependent/related measurements		SPSS	Stata	SAS	R
				UCLA	UCLA	UCLA	UCLA
2 or more IVs (independent groups)	Interval & Normal	Two-way (N-way/Factorial) ANOVA Compares difference in means across two or more independent variables	Wikipedia	SPSS	Stata	SAS	R	MathWorks (Two-way)	JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA	MathWorks (N-way)
			VassarStats	Laerd	Laerd	UCLA	RExRepos
			GraphPad		Reed	Purdue
	Ordinal or Interval	Ordered Logistic Regression Predicts the value of an ordinal dependent variable based off of a combination of one or more independent variables	Wikipedia	SPSS	Stata	SAS	R		JMP
				UCLA	UCLA	UCLA	UCLA
				UCLA	UCLA	UCLA	RExRepos
				Laerd	Princeton
				Norusis
	Categorical	Factorial Logistic Regression Predicts group membership of a binary dependent variable based off a combination of two or more independent variables		SPSS	Stata	SAS	R
				UCLA	UCLA	UCLA	UCLA
1 Interval IV	Interval & Normal	Correlation (Pearson) Examines strength of a linear association between two continuous variables	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			Laerd	UCLA	UCLA	UCLA	UCLA
			StatSoft	UCLA	UCLA	UCLA	NYU
				Laerd	Laerd	StatTutorials
		Simple Linear Regression Predicts the value of an interval dependent variable based off of the value of an interval or categorical independent variable	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA
			Stat Trek	Laerd	Laerd	Purdue	RExRepos
						StatTutorials	NYU
	Ordinal or Interval	Correlation (Spearman) Examines strength of association between two ordinal or interval variables	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			Laerd	UCLA	UCLA	UCLA	UCLA
			StatSoft	Laerd	Laerd	StatTutorials
	Categorical	Simple Logistic Regression Predicts the probability of group membership of a binary dependent variable based off of one independent interval variable	Wikipedia	SPSS	Stata (logit)	SAS	R	MathWorks	JMP
			StatSoft	UCLA	Stata (logistic)	UCLA	UCLA
				Laerd	UCLA	StatTutorials	RExRepos
				SAGE			NYU
1 or more Interval IVs and/or 1 or more Categorical IVs	Interval & Normal	Multiple Regression Predicts the value of an interval dependent variable based off of a linear combination of two or more interval or categorical independent variables	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA
				UCLA	UCLA	UCLA	RExRepos
				Laerd	Laerd	Purdue	NYU
					Princeton
		ANCOVA (Analysis of Covariance) Compares difference in means across at least one categorical variable and at least one interval variable	Wikipedia	SPSS	Stata	SAS	R	MathWorks	JMP
			StatSoft	UCLA	UCLA	UCLA	UCLA
			VassarStats	Laerd	Reed		RExRepos
	Categorical	Multiple Logistic Regression Predicts the probability of group membership of a binary dependent variable based off of a linear combination of independent interval or categorical variables	Wikipedia	SPSS	Stata (logit)	SAS	R	MathWorks	JMP
			StatSoft	UCLA	Stata (logisitc)	UCLA	UCLA
				UCLA	UCLA	UCLA	UCLA
				Laerd	UCLA
				SAGE
		Discriminant Analysis (predictive) Predicts group membership of a categorical variable based off of a linear combination of independent interval variables	Wikipedia	SPSS		SAS	R	MathWorks	JMP
			StatSoft	UCLA	UCLA	RExRepos
				UCLA	UCLA	UCLA
				SAGE		Penn State