σStatsTest
Login
Library

StatsTest Blog

Experimental design, data analysis, and statistical tooling for modern teams. No hype, just the math.

Filters

Browse topics

Clear all
RegressionDiagnostics
All topicsA/B TestingAssumptionsDifferenceDistributionsEffect SizesGoodness of FitModel EvaluationMulti-Group ComparisonsPredictionRegressionRelationshipReportingSurvival AnalysisTwo-Group Comparisons

Focus

AllDiagnosticsPreprocessingInteractionsLogistic RegressionCount ModelsOverviewFundamentalsInference
StatsTest
RegressionJan 26New

Collinearity: When It Breaks Interpretation and What to Do

A practical guide to multicollinearity in regression. Learn when collinearity is a problem, how to detect it, and practical solutions that don't involve blindly dropping variables.

statstest_flowRegressionSupporting
StatsTest
RegressionJan 26New

Linear Regression Assumptions and Diagnostics in Practice

A practical guide to checking linear regression assumptions with diagnostic plots. Learn what violations actually look like, when they matter, and what to do when assumptions fail.

statstest_flowRegressionSupporting