Package dev.nm.stat.regression.linear.panel
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Interface Summary Interface Description PanelData.Transformation Transforms the data, e.g., taking log.PanelRegression Panel (data) analysis is a statistical method, widely used in social science, epidemiology, and econometrics, which deals with two-dimensional (cross sectional/times series) panel data. -
Class Summary Class Description FixedEffectsModel Fits the panel data to this linear model: \[ y_{it} = \alpha_{i}+X_{it}\mathbf{\beta}+u_{it} \] where \(y_{it}\) is the dependent variable observed for individual \(i\) at time \(t\), \(X_{it}\) is the time-variant \(1\times K\) regressor matrix, \(\alpha_{i}\) is the unobservable time-invariant individual effect and \(u_{it}\) is the error term.PanelData<S,T extends Comparable<? super T>> A panel data refers to multi-dimensional data frequently involving measurements over time.