Econometrics

Commands

autocorrelation
Perform Durbin-Watson test for autocorrelation
correlation matrix
Get the correlation matrix of an input dataset
panel fixed
One- and two-way fixed effects estimator for panel data
variance inflation factor
Calculate VIF (variance inflation factor), which tests for collinearity
ols regression summary
Perform Ordinary Least Squares (OLS) regression
residual autocorrelation
Perform Breusch-Godfrey Lagrange Multiplier tests for residual autocorrelation
causality
Perform Granger causality test to determine if X 'causes' y
panel first difference
Perform a first-difference estimate for panel data
ols regression
Perform Ordinary Least Squares (OLS) regression
cointegration
Show co-integration between two timeseries using the two step Engle-Granger test
panel between
Perform a Between estimator regression on panel data
panel pooled
Perform a Pooled coefficient estimator regression on panel data
unit root
Perform Augmented Dickey-Fuller (ADF) unit root test
panel random effects
Perform One-way Random Effects model for panel data
panel fmac
Fama-MacBeth estimator for panel data