Errors of Measurement in Statistics

Summary

This review of some of the recent work in the study of errora of measurement focuses on the type of mathematical model used, the extent to which standard techniques of analysis become erroneous and misleading if certain types of errors are present, and the techniques that are available for the numerical study of errors of measurement.

Keywords

Statistics, Mathematics, Econometrics

References

Errors in variablesJ. Durbin — 1954
A Note on Measurement Errors and Detecting Real DifferencesEugene Rogot — 1961
Errors in the interpretation of errors in epidemiology.D. J. Newell — 1962
Equivalence of Two Estimates of Product VarianceD. W. Gaylor — 1956
The Problem of Negative Estimates of Variance ComponentsW. A. Thompson — 1962
Response Variance and its EstimationIvan P. Fellegi — 1964
The Effects of Errors in the Factor Levels and Experimental DesignGeorge E. P. Box — 1963
Large-Sample Covariance Analysis when the Control Variable is FallibleFrederic M. Lord — 1960
LARGE‐SAMPLE COVARIANCE ANALYSIS WHEN THE CONTROL VARIABLE IS FALLIBLE*Frederic M. Lord — 1958
Testing independence in two-way contingency tables with data subject to misclassificationKwanchai Assakul, Charles Proctor — 1967
The fitting of straight lines when both variables are subject to errorAlbert Madansky — 1959
Studies of Interviewer Variance for Attitudinal VariablesLeslie Kish — 1962
Influence of the Interviewer on the Accuracy of Survey ResultsRobert H. Hanson, Eli S. Marks — 1958
The Measuring ProcessJohn Mandel — 1959
The Fitting of Straight Lines if Both Variables are Subject to ErrorAbraham Wald — 1940
AN INVESTIGATION OF THE EFFECT OF MISCLASSIFICATION ON THE PROPERTIES OF CHI-2-TESTS IN THE ANALYSIS OF CATEGORICAL DATA.Victor L. Mote, R. L. Anderson — 1965
Experiments in statistical sampling in the Indian Statistical InstituteP. C. Mahalanobis — 1961
The use of interview data for the detection of associations in field studies.Theodore Rubin, Joseph Rosenbaum, Sidney Cobb — 1956
Estimating Precision of Measuring InstrumentsHolly Smith — 1950
Misclassification errors in 2 x 2 tables with one margin fixed: some further comments.Earl L. Diamond, Abraham M. Lilienfeld — 1962

Cited by

Factors affecting statistical power in the detection of genetic association.M. Gershenzon, V. N. Gubankov — 2005
On estimation of parameters in the bivariate linear errors-in-variables modelAnna Czapkiewicz — 1999
Effects of measurement errors on estimates of exposure-response relationships.Ben Armstrong — 1990
Response errors in repeated surveys with duplicated observationsTin Chiu Chua — 1983
A study of the effects of measurement error in survey samplingPromod Chandhok — 1982
Estimation of the parameters of the multivariate linear errors in variables modelPaul Frederick Dahm — 1979
Development of a practical model for pavement management systemsSuharman Hamzah — 2012
The Estimation of Non-Sampling Variance Components in Sample Surveys.H. O. Hartley, J. N. K. Rao — 1978
Stochastic optimization methods for infrastructure management with incomplete monitoring dataLe Thanh Nam — 2009
Estimation of regression parameters for finite populationsM. Hidiroglou — 1974
Statistical evaluation of truncated breath-alcohol test measurements.RG Gullberg — 1988
Accounting for errors in dose estimates used in studies of workers exposed to external radiation.Ethel S. Gilbert — 1998
Errors in Exposure MeasuresErik Lebret — 1990
A Case Study in Statistical Inference: Reconsideration of the Rosenthal-Jacobson Data on Teacher Expectancy.Janet D. Elashoff, Richard E. Snow — 1970
Estimating Environmental Exposures to Indoor Contaminants using Residential-Dust SamplesTodd P. Whitehead — 2011
Latent-variable models in criminological research: Applications and a generalization of Joreskog's LISREL modelDouglas A. Smith, E. Britt Patterson — 1985
An analysis of a preservice teacher structural equation model under varying assumptions and measurement conditionsDean K. Frerichs — 1989
A factor analysis approach to job characteristics items of Iowa State teacher education students and graduates using selected variablesMicheal A. Boatwright — 1988
Accuracy of conventional radio telemetry estimates: a practical procedure of measurementPaola Bartolommei, Silvia Francucci, Francesco Pezzo — 2013
Prise en compte des erreurs de mesure dans l’analyse du risque associe a l’exposition aux rayonnements ionisants dans une cohorte professionnelle : application à la cohorte française des mineurs d'uraniumRodrigue S. Allodji — 2011

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