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Data Science

Statistics API

Comprehensive statistical analysis APIs. Hypothesis testing, regression analysis, time series forecasting, Bayesian inference, and statistical distributions — all via REST.

API Endpoints

POST
/stats/hypothesis/ttest

T-Test

One-sample, two-sample, and paired t-tests with p-values, confidence intervals, and effect sizes.

POST
/stats/hypothesis/anova

ANOVA

One-way and two-way ANOVA with post-hoc tests (Tukey, Bonferroni).

POST
/stats/regression/linear

Linear Regression

Simple and multiple linear regression with coefficients, R-squared, residuals, and diagnostic plots data.

POST
/stats/regression/logistic

Logistic Regression

Binary and multinomial logistic regression with odds ratios and ROC curve data.

POST
/stats/timeseries/forecast

Time Series Forecasting

ARIMA, SARIMA, and exponential smoothing forecasts with confidence intervals.

POST
/stats/distributions/fit

Distribution Fitting

Fit data to statistical distributions (normal, Poisson, exponential, etc.) with goodness-of-fit tests.

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