Spatial Lag Panel Model

Spatial Lag Panel Model with Fixed Effects. ML estimation of the fixed effects spatial lag model with all results and diagnostics. More details can be found at J. Paul Elhorst. Specification and estimation of spatial panel data models. International Regional Science Review, 26(3):244–268, 2003. doi:10.1177/0160017603253791.

Note: The input table should not contain missing values. You can use the Missing Value node to replace them.

Options

Geometry column: Select the geometry column to use.
ID column: Select the column which contains for each observation in the input data a unique ID, it should be an integer column. The IDs must match with the values of the Spatial Weights node ID column. If 'none' is selected, the IDs will be automatically generated from 0 to the number of rows flowing the order of the first input table.
Dependent variables: The column containing the dependent variables to use for the calculation of Spatial Lag Panel Model with Fixed Effects.
Independent variables: The columns containing the independent variables to use for the calculation of Spatial Lag Panel Model with Fixed Effects.

Advanced Settings

Advanced Setting

Epsilon: tolerance criterion in mimimize_scalar function and inverse_product
VM: if True, include variance-covariance matrix in summary results.

Input Ports

: Input Table for Spatial Lag Panel Model with Fixed Effects
: Spatial Weights for Spatial Lag Panel Model with Fixed Effects

Output Ports

: Model Description Table for Spatial Lag Panel Model with Fixed Effects
: Model Coefficients Table for Spatial Lag Panel Model with Fixed Effects

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Model Summary: Model Summary for Spatial Lag Panel Model with Fixed Effects

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Installation

To use this node in KNIME, install the extension Geospatial Analytics Extension for KNIME from the below update site following our NodePit Product and Node Installation Guide:

v5.2

A zipped version of the software site can be downloaded here.

Plugin provider: SDL, Harvard, Cambridge US

Plugin version: 1.2.0.202311151543

On NodePit since: 2023-12-06

Last update: 2024-04-29

KNIME versions: Since v5.2

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