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Academic research

Statistics for research that reviewers can re-run

Mixed models, SEM, IRT, Bayesian statistics and meta-analysis in one workbench, with every step recorded as syntax and a private AI statistician that never touches the numbers.

Methods

The analyses you need, all included

Mixed and multilevel models

Linear mixed models, generalized linear mixed models and repeated measures, with the covariance structures you need.

SEM and CFA

Structural equation models and confirmatory factor analysis, with a path diagram editor, plus mediation.

Measurement

Reliability, factor analysis, item response theory and latent class and profile analysis.

Bayesian statistics

Bayes factors and credible intervals alongside p values for common tests and models.

Meta-analysis and power

Meta-analysis, power analysis and multiple imputation with pooled results.

Causal and modern methods

Difference-in-differences, regression discontinuity, GAMs, Heckman and Tobit models.

Every module is in every plan, with 148 procedures in all. See how the engine is validated.

Controls

Reproducible by default

Syntax journal

Every dialog and approved AI step becomes syntax that re-runs the whole analysis.

Validated engine

Results reproduce the NIST certified values and golden tables on every change.

Python

Programs, custom dialogs and batch jobs through BEGIN PROGRAM.

Pro Team

One plan for the lab, with owner, admin and billing roles and invitations by email or link.

A typical project

How it fits your work

  1. Bring the data

    SPSS, Stata, SAS, Excel, CSV and Parquet files open with labels and missing codes intact.

  2. Plan with the AI

    Describe the design and hypotheses; the orchestrator proposes models and checks assumptions.

  3. Fit and check

    Run the models, inspect diagnostics, and switch to robust alternatives when an assumption fails.

  4. Report

    APA 7 tables and a drafted results section go to Word; share the syntax with co-authors and reviewers.

Try OrcStat with your own data

Every module and the private AI, free for 14 days. Institutions can plan a pilot with us.