Measuring Temporal Stability in Regression Models of Population Estimation
Bibliographic Data
| ID | 10970532 |
|---|---|
| Authors | Marylou Mandell (Bureau of Economic and Business Research, University of Florida, Gainesville, Florida 32611, corresponding author), Jeffrey Tayman (Office of Financial Management, State of Washington, Olympia, Washington 98504), Jeffrey M Tayman |
| Year | 1982 |
| Volume | 19 |
| Issue | 1 |
| Pages | 135-146 |
| Publication date | 1982-02-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Demography (JOURNAL) |
| Journal identifiers | ISSN: 0070-3370 • E-ISSN: 1533-7790 |
| Publisher | Duke University Press (PUBLISHER • US) |
| DOI | 10.2307/2061133 |
| PMID | 7067867 |
| OpenAlex | W1988280372 |
| Language | EN |
| Citations received | 5 |
| References cited | 18 |
This paper introduces an empirical indicator designed to measure the temporal stability of regression models used to produce subnational population estimates. Analysis of 67 counties in Florida centers on 1970 total population estimates generated from ratio-correlation and difference-correlation models. Comparisons are made between eight different regression specifications and employ a quantitative measure of relative estimate accuracy. The major findings of this study are that (a) variable measurement and type are important determinants of estimate accuracy, and (b) although temporal stability of the coefficients impacts estimation errors, the influence is not as pervasive as is suggested in the literature
Econometrics · Economics · Estimation · Geography · Machine learning · Population · Regression · Regression analysis · Sociology · Stability (learning theory · Statistics · Advanced Statistical Methods and Models · Census and Population Estimation · Computer Science · Demography · Mathematics · Survey Sampling and Estimation Techniques
Validación de los indicadores sintomáticos en las estimaciones poblacionales
Small-Area Estimation of Economic Statistics
Advancing Methodological Knowledge Within State and Local Demography
Improving the measurement of temporal change in regression models used for county population estimates
Can knowledge improve population forecasts at subcounty levels
Introduction to structural equation models
Elements of Econometrics
Regression Diagnostics
Tests of Equality Between Sets of Coefficients in Two Linear Regressions
A Note on the use of Regression Methods in Population Estimates
Accuracy of Methods of Preparing Postcensal Population Estimates for States and Local Areas
Improving population estimates with the use of dummy variables
Accuracy of methods of preparing postcensal population estimates for states and local areas
On the ratio-correlation and related methods of subnational population estimation
Estimating demographic characteristics using the ratio-correlation method
Improving Accuracy in Multiple Regression Estimates of Population Using Principles from Causal Modelling
A method for combining sample survey data and symptomatic indicators to obtain population estimates for local areas
Report on a multiple regression method for making population estimates
| Unique citing works | 5 |
|---|---|
| Citations per year | 0,12 |
| Citation span | 1984 - 2014 (31) |
| Citation velocity | historical |
| Highly cited | No |
| Citation types | Neutral: 5 |