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Example
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The PANEL Procedure
Overview
Getting Started
Specifying the Input Data
Specifying the Regression Model
Unbalanced Data
Introductory Example
Syntax
Functional Summary
PROC PANEL Statement
BY Statement
CLASS Statement
FLATDATA Statement
ID Statement
INSTRUMENT Statement
LAG, ZLAG, XLAG, SLAG or CLAG Statement
MODEL Statement
OUTPUT Statement
RESTRICT Statement
TEST Statement
Details
Missing Values
Computational Resources
Restricted Estimates
Notation
The One-Way Fixed-Effects Model
The Two-Way Fixed-Effects Model
Balanced Panels
Unbalanced Panels
Between Estimators
Pooled Estimator
The One-Way Random-Effects Model
The Two-Way Random-Effects Model
Parks Method (Autoregressive Model)
Da Silva Method (Variance-Component Moving Average Model)
Dynamic Panel Estimator
Linear Hypothesis Testing
Heteroscedasticity-Corrected Covariance Matrices
R Square
Specification Tests
Troubleshooting
ODS Graphics
The OUTPUT OUT= Data Set
The OUTEST= Data Set
The OUTTRANS= Data Set
Printed Output
ODS Table Names
Examples
Analyzing Demand for Liquid Assets
The Airline Cost Data: Fixtwo Model
ODS Graphics Plots
The Airline Cost Data: Further Analysis
The Airline Cost Data: Random-Effects Models
Using the FLATDATA Statement
The Cigarette Sales Data: Dynamic Panel Estimation with GMM
References
Example: PANEL Procedure
Analyzing Demand for Liquid Assets
The Airline Cost Data: Fixtwo Model
ODS Graphics Plots
The Airline Cost Data: Further Analysis
The Airline Cost Data: Random-Effects Models
Using the FLATDATA Statement
The Cigarette Sales Data: Dynamic Panel Estimation with GMM
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