StatLens

StatLens Runtime Audit Matrix (tests)

Test ID	Runtime status	Payload	Recommended	Golden	Engine path
ART ANOVA	✅ Runs	Grouped (golden)	❌	✅	❌
ART ANOVA (Non-parametric)	✅ Runs	Grouped	✅	❌	✅
Area Under Curve	✅ Runs	XY (golden)	✅	✅	✅
Binomial test	✅ Runs	PartsOfWhole (golden)	✅	✅	✅
Brown-Forsythe ANOVA	✅ Runs	Column (golden)	✅	✅	✅
Chi-Square Test	✅ Runs	Contingency	✅	❌	✅
Chi-Square Test (with Yates’ correction)	✅ Runs	Contingency	✅	❌	✅
Chi-Square goodness of fit	✅ Runs	PartsOfWhole (golden)	✅	✅	✅
Chi-square	✅ Runs	Contingency (golden)	❌	✅	❌
Chi-square Yates	✅ Runs	Contingency (golden)	❌	✅	❌
Correlation (Pearson)	✅ Runs	XY (golden)	✅	✅	✅
Correlation (Spearman)	✅ Runs	XY (golden)	✅	✅	✅
Correlation Matrix	✅ Runs	MultipleVariables (golden)	✅	✅	✅
Deming Regression	✅ Runs	XY (golden)	✅	✅	✅
Diagnostic (Sens/Spec)	✅ Runs	Contingency (golden)	❌	✅	❌
Diagnostic Test (Sensitivity/Specificity)	✅ Runs	Contingency	✅	❌	✅
Differentiate	✅ Runs	XY	✅	❌	✅
Dunnett’s T3	✅ Runs	Column (golden)	❌	✅	❌
Fisher’s Exact Test	✅ Runs	Contingency	✅	❌	✅
Fit Spline	✅ Runs	XY	✅	❌	✅
Friedman test	✅ Runs	Column (golden)	✅	✅	✅
Gehan-Breslow-Wilcoxon test	✅ Runs	Survival	✅	❌	❌
Hazard Ratios	✅ Runs	Survival	✅	❌	❌
Integrate	✅ Runs	XY	✅	❌	✅
Kaplan-Meier Survival Analysis	✅ Runs	Survival	✅	❌	✅
Kolmogorov-Smirnov (2-sample)	✅ Runs	Column (golden)	❌	✅	❌
Kolmogorov-Smirnov test	✅ Runs	Column	✅	❌	✅
Kruskal-Wallis test	✅ Runs	Column (golden)	✅	✅	✅
LOWESS	✅ Runs	XY	✅	❌	✅
Log-rank (Mantel-Cox) test	✅ Runs	Survival	✅	❌	❌
Mann-Whitney test	✅ Runs	Column (golden)	✅	✅	✅
McNemar’s Test	✅ Runs	Contingency (golden)	✅	✅	✅
Mixed-effects ANOVA	✅ Runs	Grouped (golden)	✅	✅	✅
Multiple Linear Regression	✅ Runs	MultipleVariables (golden)	✅	✅	✅
Multiple Logistic Regression	✅ Runs	MultipleVariables (golden)	✅	✅	✅
Firth’s Penalized Logistic Regression	❌ Pending	MultipleVariables	❌	❌	❌
Nested ANOVA	✅ Runs	Grouped (golden)	❌	✅	❌
Nested t-test / ANOVA	✅ Runs	Grouped	✅	❌	✅
Nonlinear Curve Fitting	✅ Runs	XY (golden)	✅	✅	✅
Odds Ratio Haldane	✅ Runs	Contingency (golden)	❌	✅	❌
One-Sample Sign test	✅ Runs	Column (golden)	✅	✅	✅
One-Sample Wilcoxon	✅ Runs	Column (golden)	❌	✅	❌
One-Sample Wilcoxon signed-rank test	✅ Runs	Column	✅	❌	✅
One-Sample t-test	✅ Runs	Column (golden)	✅	✅	✅
Ordinary One-way ANOVA	✅ Runs	Column (golden)	✅	✅	✅
Paired Sign test	✅ Runs	Column (golden)	✅	✅	✅
Paired t-test	✅ Runs	Column (golden)	✅	✅	✅
Pairwise log-rank with Bonferroni/Šidák	✅ Runs	Survival	✅	❌	❌
Poisson Regression	✅ Runs	MultipleVariables (golden)	✅	✅	✅
Principal Component Analysis (PCA)	✅ Runs	MultipleVariables (golden)	✅	✅	✅
Repeated Measures ANOVA	✅ Runs	Column (golden)	✅	✅	✅
Repeated Measures Two-way ANOVA	✅ Runs	Grouped	❌	❌	✅
Row Statistics	✅ Runs	XY (golden)	✅	✅	✅
Simple Linear Regression	✅ Runs	XY (golden)	✅	✅	✅
Simple Logistic Regression	✅ Runs	XY (golden)	✅	✅	✅
Smooth	✅ Runs	XY	✅	❌	✅
Survival Analysis	✅ Runs	Survival	✅	❌	✅
Survival Hazard Ratio	✅ Runs	Survival (golden)	❌	✅	❌
Three-way ANOVA	✅ Runs	MultipleVariables (golden)	✅	✅	✅
Tukey HSD	✅ Runs	Column (golden)	❌	✅	❌
Two-way ANOVA	✅ Runs	Grouped	✅	❌	✅
Two-way ANOVA Type III Unbalanced	✅ Runs	Grouped (golden)	❌	✅	❌
Two-way RM ANOVA	✅ Runs	Grouped	❌	❌	✅
Unpaired t test	✅ Runs	Column (golden)	❌	✅	✅
Unpaired t-test	✅ Runs	Column	✅	❌	✅
Welch and Brown-Forsythe ANOVA (Combinatory)	✅ Runs	Column	✅	❌	✅
Welch’s ANOVA	✅ Runs	Column (golden)	✅	✅	✅
Welch’s t-test	✅ Runs	Column (golden)	✅	✅	✅
Wilcoxon matched-pairs signed rank test	✅ Runs	Column (golden)	✅	✅	✅
chi-square test	✅ Runs	Contingency	❌	❌	✅
chi-square test (with yates’ correction)	✅ Runs	Contingency	❌	❌	✅

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