AI Statistical Analyst
Your AI-powered statistical analyst
Sourcetable's AI Statistical Analyst enables you to perform advanced statistical analysis, hypothesis testing, regression modeling, and predictive analytics. From simple t-tests to complex multivariate models - get expert statistical analysis without the complexity.
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Advanced statistical methods
Perform hypothesis testing, regression analysis, ANOVA, and chi-square tests. Run multivariate analyses, factor analysis, and principal component analysis with AI guidance.
Predictive modeling and forecasting
Build time series models, forecast future trends, and create predictive models. Use ARIMA, exponential smoothing, and machine learning approaches for accurate predictions.
Rigorous statistical inference
Calculate p-values, confidence intervals, and effect sizes. Conduct power analysis, check assumptions, and ensure statistical validity of your analyses.
Professional Statistics Made Simple
Run hypothesis tests, regression analysis, and advanced statistics using plain English. AI selects the right tests and interprets results - no statistics degree required.
Professional statistical analysis powered by AI
Complete Statistical Testing
Run t-tests, ANOVA, chi-square, Mann-Whitney, Kruskal-Wallis, and other hypothesis tests. AI automatically selects the appropriate test based on your data type and research question. Get p-values, effect sizes, confidence intervals, and interpretation guidance.
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Advanced Regression and Modeling
Build linear regression, logistic regression, multiple regression, and mixed effects models. Analyze model fit, check assumptions, and interpret coefficients. Create predictive models with cross-validation and performance metrics.
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Multivariate and Time Series Analysis
Perform factor analysis, principal component analysis, cluster analysis, and structural equation modeling. Build ARIMA models, conduct survival analysis, and use Bayesian methods for complex statistical problems.
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Advanced statistics made accessible with AI
Run hypothesis tests, build models, and analyze data - all with AI assistance in your spreadsheet.
Make rigorous statistical decisions
Statistical analysis for everyone
Enable researchers, analysts, and decision-makers to perform advanced statistical analysis without specialized statistics training. Democratize statistical rigor across your organization.
Faster, more accurate analysis
Complete statistical analyses in minutes instead of hours. AI helps you select appropriate tests, check assumptions, and interpret results correctly.
Publication-ready results
Generate properly formatted statistical tables, APA-style reports, and comprehensive documentation. Export results ready for academic papers, research reports, or presentations.
Scale your statistical work
Analyze multiple datasets, run sensitivity analyses, and explore alternative models quickly. Handle complex statistical projects that would take days manually.
Team Purple
See what people say about Sourcetable
Chris Aubuchon
@ChrisAubuchon
Spreadsheets are still the best interface for so many real world projects, it's time for @SourcetableApp to give them a reboot
Micah Alpern
@malpern
Love seeing innovation in this space after so many decades with very little.
Frequently Asked Questions
What statistical tests can the AI perform?
Sourcetable's AI performs t-tests, ANOVA, chi-square, regression (linear, logistic, multiple), correlation, time series analysis, hypothesis testing, confidence intervals, and most statistical tests used in research and business.
Does the AI check statistical assumptions?
Yes, Sourcetable's AI automatically checks assumptions for statistical tests (normality, equal variance, independence) and recommends appropriate tests or transformations when assumptions are violated.
Can the AI help interpret p-values and significance?
Yes, Sourcetable's AI explains statistical significance in plain language, interprets p-values, confidence intervals, and effect sizes, helping you understand what results mean practically, not just statistically.
What statistical software does this replace?
Sourcetable's AI provides similar functionality to SPSS, R, SAS, or Stata but through natural language. Instead of learning statistical software commands, describe your analysis and Sourcetable's AI executes it.
Can the AI perform multivariate analysis?
Yes, Sourcetable's AI handles multiple regression, factor analysis, discriminant analysis, MANOVA, and other multivariate techniques. It automatically handles the complexity while explaining results clearly.
How does the AI handle sample size and power?
Sourcetable's AI can perform power analysis to determine required sample sizes, assess whether your study has adequate power, and alert you when sample sizes are too small for reliable conclusions.