EconStatsCraft rigorous, plain-spoken econometrics
Econometrics that explains itself.
Regression, panel data, time series and the whole battery of tests. Every result is followed by a verdict you can defend.
Load a dataset to see it here.
EconStatsCraft runs 116 statistical analyses - regression, panel data, time series, causal inference, finance and actuarial science - and helps you understand every one. Each result table is followed by a plain-English verdict: what the null was, what the data says, and what to do next. Every method ships written study notes covering the intuition, the assumptions, how to read the output, the common mistakes and where the estimator comes from, plus a one-click worked example, so you learn the method rather than just clicking a button. Nothing to install, and your data never leaves your browser. No account is needed to run an analysis. Built for economics, finance and business students and for candidates preparing for the CFA and FRM exams.
Line chart · Area chart · Bar chart · Stacked bar · Scatter plot · Bubble chart · Histogram · Box plot · Pie chart · Heat map · Rebased to 100 · Lorenz curve and Gini
World map · Bivariate map · Flow map · India - state map · India - district map
Descriptive statistics · Summary by group · Two-way table · Classical statistical tests
Multiple regression (OLS) · Logit / Probit · Tobit (censored) · Truncated regression · Multinomial logit · Ordered logit / probit · Quantile regression · Poisson / Negative binomial
Time-varying coefficients (Kalman) · Unit root tests · Correlogram (ACF / PACF) · ARIMA / SARIMA · Rolling-origin cross-validation · Theta method · Unobserved components · STL forecasting · Forecast combination · Markov regime switching · Change frequency (resample) · ARCH / GARCH volatility · Decompose & filter · Spectral analysis · Exponential smoothing · Forecast accuracy
Yield curve (Nelson–Siegel / Svensson) · Dynamic factor model · Dynamic regression (ARIMAX) · Structural VAR · VAR · Granger causality · Cointegration · VECM · ARDL & bounds test
Panel regression · Panel cointegration tests · Heterogeneous panel: Mean Group & PMG · Gravity model of trade · Dynamic panel GMM · Panel diagnostics · Panel unit-root tests
Principal components (PCA) · Factor analysis · Cluster analysis
Conjoint analysis · MaxDiff (best–worst scaling) · TURF - reach of a product line · Price sensitivity (Van Westendorp) · Market basket analysis · Perceptual map · Scale reliability (Cronbach’s alpha) · Key driver analysis
Spatial autocorrelation · Spatial regression · Heckman selection · Instrumental variables (2SLS) · Difference-in-differences · Staggered difference-in-differences · Regression discontinuity · Matching & weighting · Oaxaca–Blinder decomposition
Black–Scholes option pricing · Bond price, duration & convexity · Merton distance to default · EMI / home loan planner · CAPM / beta estimation · Multi-factor model · Portfolio optimization · Value at Risk & Expected Shortfall · Performance & drawdown · Time value of money & NPV/IRR · Equity valuation (DDM, FCF, residual income) · Cost of capital (WACC) · Binomial option pricing · Option strategies (payoff & profit) · Forwards, futures & swaps · Credit risk & Basel capital · Extreme value theory (tail risk)
Life table · Life annuity · Life insurance pricing · Chain ladder reserving · Buhlmann credibility · Survival analysis · Mortality graduation · Aggregate loss model · Ruin probability · Multi-state Markov model · Loss severity fitting
Monte Carlo experiment · F-test, Wald & Chow · Structural breaks & stability
Regression vs machine learning · Ridge / Lasso / Elastic Net · Random forest · Gradient boosting
A free alternative to Stata for regression, panel data and causal inference; to EViews for ARIMA, GARCH, VAR and forecasting; and to SPSS for surveys, reliability analysis (Cronbach's alpha) and factor analysis - the same everyday econometrics toolkit, with no seat licence, no install, and a written explanation attached to every result.
EconStatsCraft rigorous, plain-spoken econometrics
Regression, panel data, time series and the whole battery of tests. Every result is followed by a verdict you can defend.
Load a dataset to see it here.
Pick the example closest to your question. You get a spreadsheet with the right columns and a few rows showing the expected format - replace the numbers with your own, then paste or upload it back.
Copy the header row from the table above (or from the downloaded template), put your own rows underneath, and paste the whole thing here. It is checked against the layout before anything is imported.
Or click a row in the preview below.
For a units or notes row.
Search every source at once. World Bank indicators need countries and years; everything else loads in one click.
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The engine stays loaded, so this is quick - and it leaves your open tab and panel layout alone.
⌘/Ctrl+Enter runs the current analysis. ⌘/Ctrl+P exports the session as a PDF. Esc closes this.
In the Notebook: Enter starts a new block and
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