Linear modelling with clustered observations : an illustrative example of earnings in the engineering industry.

Davies, R. B. and Martin, A. M. and Penn, Roger (1988) Linear modelling with clustered observations : an illustrative example of earnings in the engineering industry. Environment and Planning A, 20 (8). pp. 1069-1084. ISSN 0308-518X

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Abstract

Conventional least-squares regression can lead to misleading results if the data have a hierarchical structure. An appropriate linear model is presented for such data. The model has conventional regression, variance-component, and random coefficient models as special cases and may be calibrated by use of recently available software. The effectiveness of the model is demonstrated by an analysis of earnings in the engineering industry. Particular attention is given to the problems of interpreting the parameter estimates and residuals.

Item Type:
Journal Article
Journal or Publication Title:
Environment and Planning A
Uncontrolled Keywords:
/dk/atira/pure/researchoutput/libraryofcongress/hm
Subjects:
?? ENVIRONMENTAL SCIENCE (MISCELLANEOUS)GEOGRAPHY, PLANNING AND DEVELOPMENTQA MATHEMATICSHM SOCIOLOGY ??
ID Code:
35068
Deposited By:
Deposited On:
05 Jan 2011 16:39
Refereed?:
Yes
Published?:
Published
Last Modified:
21 Sep 2023 00:55