Analyses are sorted into 10 groups by what you want to do. Each group has its analyses and, where there is one, a guide to choosing between them.

1. Core analysis1Exploring dataSummarizing data · Data preparation & study design4 analyses

2. Core analysis2Comparing groupst-tests · ANOVA · Multivariate ANOVA · Nonparametric tests · Experimental design17 analyses집단 비교 가이드

3. Core analysis3Relationships & regressionRelationships between variables · Linear & extended regression · Regularized regression · Categorical outcomes · Generalized linear models · Zero-inflated & limited outcomes · Driver analysis23 analyses회귀분석 선택 가이드

4. By data structure4Repeated & multilevel dataPanel data · Multilevel & repeated-measures models5 analyses

5. By data structure5Measurement & structureScale reliability & validity · Effects & path analysis · Research synthesis8 analyses척도 검증 가이드효과·경로 분석 가이드

6. By data structure6Survival analysisSurvival curves & group comparison · Survival regression · Extended survival analysis12 analyses생존분석 가이드

7. By data structure7Time seriesExploration · Diagnostics · Modeling · Multivariate time series · Volatility · Evaluation19 analyses

8. Causal inference8Causal effectsQuasi-experimental designs · Causal inference from observational data7 analyses인과추론 가이드

9. Machine learning9Prediction & machine learningSingle predictive models · Ensemble models · Model evaluation & tuning15 analyses분류·예측 가이드

10. Machine learning10Patterns & segmentationCluster analysis · Dimension reduction & visualization · Association rules · Network analysis14 analyses군집분석 가이드