Professional statistics software for researchers, analysts, and scientists Descriptive analysis, hypothesis testing, ANOVA, ANCOVA, regression, logistic regression, PCA, factor analysis, and categorical data analysis — the complete statistical toolkit, with NIST-validated accuracy, organised into logical task-based workflows.
Try free for 15 days — no credit card required
Trusted by 75,000 researchers, analysts, and scientists at leading universities, hospitals, and companies worldwide — for over 30 years.
Complete, not compromised
Not a subset of each technique — the full procedure, with diagnostics, plots, and multiple comparison procedures. From descriptive statistics through ANOVA, ANCOVA, regression, logistic regression, PCA, and factor analysis with 12 rotation methods.
NIST-validated accuracy
All calculations run in Analyse-it's own engine — not Excel's built-in functions, which have documented accuracy failures. Validated against the NIST Statistical Reference Datasets with IEEE 754 double-precision arithmetic throughout.
Task-based workflows, not feature menus
Analyses organised into logical workflows — describe, compare, correlate, model — so you can find what you need without hunting through menus. Build the analysis, examine the diagnostics, refine, and re-run. Results update immediately in your workbook.
Excel's built-in Analysis ToolPak handles the simplest cases — a one-way ANOVA, a basic regression, a histogram — and stops. The output is static, the diagnostics are absent, and the accuracy of some calculations is poor (documented failures against NIST reference datasets). For anything beyond the basics — multi-factor ANOVA, multiple comparisons, logistic regression, PCA, residual diagnostics — there is no built-in option. Most researchers and analysts hit this wall quickly.
Analyse-it replaces the ToolPak entirely with a professional-grade statistical package inside Excel. Descriptive statistics with normality tests, histograms, box plots, Q-Q plots, and CDF plots. Hypothesis tests including t-tests, Welch's t, Wilcoxon-Mann-Whitney, paired tests, and non-parametric alternatives. One-way, two-way, and multi-factor ANOVA and ANCOVA with nine multiple comparison procedures, interaction plots, leverage plots, and residual diagnostics. Simple, multiple, polynomial, and logistic regression with full model-building workflows. PCA with the most advanced biplot implementation in any commercial statistics package, and Factor Analysis with 12 rotation methods. Pearson, Spearman, and Kendall correlation with colour-mapped matrices. Contingency tables with Fisher exact, McNemar, and mosaic plots.
Every analysis is organised as a task-based workflow rather than a list of statistical functions. Choose the analysis type, select your data, and get a complete result — estimates, confidence intervals, assumption checks, diagnostics, and plots — in a single step. When the diagnostics suggest a problem, adjust the model and re-run. Results update immediately in the same workbook. No separate application to learn, no proprietary file format, no data import step. Share the workbook with a colleague and they see everything.
75,000 researchers, analysts, and scientists at leading universities, hospitals, and companies worldwide have relied on Analyse-it for over 30 years.
What's included
-
Describe and visualise your data
Mean, median, SD, CV, skewness, kurtosis, quantiles, geometric and harmonic means. Histograms, box plots, dot plots, Q-Q plots, CDF plots. Shapiro-Wilk, Anderson-Darling, and Kolmogorov-Smirnov normality tests.
-
Compare groups and test hypotheses
t-tests, Welch's t, Wilcoxon-Mann-Whitney, one-way ANOVA, Welch's ANOVA, Kruskal-Wallis. Paired tests including Student's paired t, Wilcoxon signed ranks, Friedman. Nine multiple comparison procedures: Tukey-Kramer, Dunnett, Hsu, Scheffe, Steel, Dwass-Steel-Critchlow-Fligner, and more. See ANOVA and ANCOVA details.
-
Build and refine regression models
Simple regression (linear, polynomial, logarithmic, exponential, power, probit), multiple linear regression, ANOVA, ANCOVA, and full factorial models. Leverage plots, residual diagnostics, outlier and influence detection, and prediction. See regression details.
-
Model binary outcomes with logistic regression
Binary logistic and probit regression with odds ratios, confidence intervals, AIC/BIC, term-level tests, leverage plots, and influence diagnostics. See logistic regression details.
-
Reveal structure with PCA and factor analysis
PCA with Gabriel and Gower-Hand biplots, scree plots, correlation monoplots, and prediction. Factor Analysis with 12 orthogonal and oblique rotation methods. Cronbach's alpha for item reliability. Colour-mapped coefficient and correlation matrices. See PCA and factor analysis details.
-
Analyse categorical data
Contingency tables with Pearson chi-square, likelihood ratio, Fisher exact test, McNemar test. Proportion tests and estimators. Odds ratios and risk ratios with confidence intervals. Mosaic plots for visualising the association structure.
-
Trust the results
All calculations run in Analyse-it's own engine — no Excel formulas. Validated against the NIST Statistical Reference Datasets. Tested automatically after every change to the software. See the development and validation process.
Trusted by 75,000 researchers, analysts, and scientists at leading universities, hospitals, and companies worldwide — for over 30 years.
Try free for 15 days — no credit card required
