Suggested
Full Summary
N, mean, SD, min, quartiles, max
Normality Test
Shapiro-Wilk test
Boxplot
Five-number summary
Histogram
Distribution histogram
Independent t-Test
Compare two independent group means
All 88
Mean
Arithmetic average
Median
Middle value when sorted
Mode
Most frequent value
Std Deviation
Spread around the mean
Variance
Squared deviation from mean
Range
Max minus min
Quartiles
Q1, Q2, Q3 values
Skew & Kurtosis
Distribution shape measures
CI for Mean
Confidence interval for mean
Frequency Table
Value frequency distribution
Bar Chart
Frequency bar chart
Violin Plot
Kernel density distribution
Raincloud Plot
Density + box + jitter
Scatter Plot
X-Y relationship plot
Line Chart
Trend over X axis
Sankey Diagram
Flow between categories
Bland-Altman
Method agreement plot
Pareto Chart
Bar + cumulative line
Q-Q Plot
Normality quantile plot
Contingency Table
Cross-tabulation heatmap
One-sample t-Test
Test mean vs hypothesized value
Paired t-Test
Compare two paired measurements
Binomial Test
Test proportion vs expected
Chi-square Test
Independence of two categoricals
One-way ANOVA
Compare 3+ group means
Two-way ANOVA
Two-factor variance analysis
Three-way ANOVA
Three-factor ANOVA
Repeated Measures ANOVA
Within-subjects ANOVA
Two-way RM ANOVA
Two-way repeated measures ANOVA
Mixed ANOVA
Mixed within-between ANOVA
Mann-Whitney U
Non-parametric two-group test
Wilcoxon Test
Non-parametric paired test
Friedman Test
Non-parametric repeated measures
Kruskal-Wallis
Non-parametric multi-group test
Pearson r
Linear correlation coefficient
Spearman rho
Rank-order correlation
Kendall tau
Rank concordance
Point-biserial
Continuous vs binary correlation
Eta Coefficient
Continuous vs categorical association
Kendall's W
Multi-rater concordance
Covariance
Joint variability measure
Linear Regression
Simple linear model
Logistic Regression
Binary outcome model
Lasso Regression
L1-regularized regression
Ridge Regression
L2-regularized regression
ANCOVA
Analysis of covariance
Moderation Analysis
Interaction effect
Mediation Analysis
Indirect effect model
PCA
Principal component analysis
Factor Analysis
Exploratory factor analysis
Reliability Analysis
Scale reliability (Cronbach α)
Cronbach's Alpha
Internal consistency
Cohen's Kappa
Inter-rater agreement (2 raters)
Fleiss' Kappa
Inter-rater agreement (3+ raters)
ICC
Intraclass correlation
k-Means Clustering
Partition-based clustering
Hierarchical Cluster
Agglomerative clustering
DBSCAN
Density-based clustering
Decision Tree
Classification tree
ROC Curve
AUC and classifier performance
Kaplan-Meier
Survival analysis
Cox Regression
Proportional hazards model
Equivalence Test
TOST equivalence test
Association Rules
Market basket analysis
I Chart
Individual values control chart
I-MR Chart
Individual & moving range
Xbar Chart
Subgroup mean control chart
Xbar-R Chart
Mean and range chart
Xbar-S Chart
Mean and std dev chart
P Chart
Proportion defective chart
NP Chart
Count defective chart
C Chart
Count of defects chart
U Chart
Defects per unit chart
Run Chart
Sequential run chart
Gage R&R
Measurement system analysis
Process Capability
Cp, Cpk indices
2-Level Factorial
Two-level factorial design
Full Factorial
Full factorial design
Fractional Factorial
Fractional factorial screening
Plackett-Burman
Screening for many factors
Box-Behnken
Response surface design
Central Composite
Central composite design
Sample Size & Power
Power and sample calculation
Browse the sidebar to find a statistical test, or start with one of the suggestions below based on your current columns.
Suggested for your data
