StatEdu Studio
Data Preparation
Open SPSS SAV, Excel, CSV, and DAT files; inspect variable names, labels, value labels, and measurement levels.
Common Result Output
Key results are shown on screen and in the Result tab, with warnings and skipped analyses separated from completed output.
Descriptive Statistics
Frequency tables, summary statistics, grouped summaries, missing values, and normality-oriented summaries.
Crosstabs
Contingency tables, chi-square tests, expected counts, percentages, and association measures where applicable.
t-test and ANOVA
Independent and one-sample t-tests, one-way ANOVA, post hoc comparisons, and assumption checks.
Paired and Repeated Measures
Paired t-tests, nonparametric paired tests, repeated-measures workflows, and related summaries.
ANCOVA and GLM
Covariate-adjusted comparisons and generalized linear modeling for outcomes that require model-based analysis.
Nonparametric Tests
Rank-based procedures for independent, paired, and multi-group comparisons when parametric assumptions are not suitable.
Correlation
Pearson and nonparametric correlation workflows with clear matrix-style output.
Reliability
Scale reliability summaries including internal consistency checks for item sets.
Factor Analysis and PCA
Exploratory factor analysis and principal component analysis with extraction and loading summaries.
Regression Models
Linear regression, hierarchical regression, penalized regression, and logistic regression are included in 1.2.0.
Mediation and Moderation
Model workflows for indirect effects, interaction terms, and interpretation-oriented output.
Longitudinal and Panel Models
Analysis support for repeated observations and panel-style research data included in the current version.
Study Planning
Sample-size and effect-size calculators help check design assumptions and report planning details.
Export
Save result outputs for reporting and documentation workflows.