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The PANEL Procedure
Overview
Getting Started
Syntax
Functional Summary
PROC PANEL Statement
BY Statement
CLASS Statement
COMPARE Statement
FLATDATA Statement
ID Statement
INSTRUMENTS Statement
LAG, CLAG, SLAG, XLAG, and ZLAG Statements
MODEL Statement
OUTPUT Statement
RESTRICT Statement
TEST Statement
Details
Specifying the Input Data
Specifying the Regression Model
Unbalanced Data
Missing Values
Computational Resources
Restricted Estimates
Notation
One-Way Fixed-Effects Model
Two-Way Fixed-Effects Model
Balanced Panels
Unbalanced Panels
First-Differenced Methods for One-Way and Two-Way Models
Between Estimators
Pooled Estimator
One-Way Random-Effects Model
Two-Way Random-Effects Model
Hausman-Taylor Estimation
Amemiya-MaCurdy Estimation
Parks Method (Autoregressive Model)
Da Silva Method (Variance-Component Moving Average Model)
Dynamic Panel Estimators
Linear Hypothesis Testing
Heteroscedasticity-Corrected Covariance Matrices
Heteroscedasticity- and Autocorrelation-Consistent Covariance Matrices
R-Square
Specification Tests
Panel Data Poolability Test
Panel Data Cross-Sectional Dependence Test
Panel Data Unit Root Tests
Lagrange Multiplier (LM) Tests for Cross-Sectional and Time Effects
Tests for Serial Correlation and Cross-Sectional Effects
Troubleshooting
Creating ODS Graphics
OUTPUT OUT= Data Set
OUTEST= Data Set
OUTTRANS= Data Set
Printed Output
ODS Table Names
Examples
Analyzing Demand for Liquid Assets
The Airline Cost Data: Fixtwo Model
The Airline Cost Data: Further Analysis
The Airline Cost Data: Random-Effects Models
Panel Study of Income Dynamics (PSID): Hausman-Taylor Models
The Cigarette Sales Data: Dynamic Panel Estimation with GMM
Using the FLATDATA Statement
References
Examples: PANEL Procedure
Subsections:
27.1 Analyzing Demand for Liquid Assets
27.2 The Airline Cost Data: Fixtwo Model
27.3 The Airline Cost Data: Further Analysis
27.4 The Airline Cost Data: Random-Effects Models
27.5 Panel Study of Income Dynamics (PSID): Hausman-Taylor Models
27.6 The Cigarette Sales Data: Dynamic Panel Estimation with GMM
27.7 Using the FLATDATA Statement
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