Main
LLS Page
Longley
Dataset
Additional Information

Dataset
Name:

Longley

Procedure: Linear Least Squares Regression
Certification Method & Definitions

Data: 1 Response Variable (y)
6 Predictor Variable (x1, ..., x6)
16 Observations
Higher Level of Difficulty
Observed Data

Model:  y = beta(0) + beta(1)x + beta(2)x(2) +beta(3)x(3)+ beta(4)x(4) + beta(5)x(5) + beta(6)x(6) + e


This classic dataset of labor statistics was one of the first used to test the accuracy of least squares computations. The response variable (y) is the Total Derived Employment and the predictor variables are GNP Implicit Price Deflator with Year 1954 = 100 (x1), Gross National Product (x2), Unemployment (x3), Size of Armed Forces (x4), Non-Institutional Population Age 14 & Over (x5), and Year (x6).