Regression calibration method for correcting measurement-error bias in nutritional epidemiology

American Journal of Clinical Nutrition

Volumn 65, Issue 4 SUPPL., 1997, Pages

  Spiegelman, Donna ^a   McDermott, Aidan ^b   Rosner, Bernard ^b  

^a HARVARD SCHOOL OF PUBLIC HEALTH   (United States)

^b NONE

Author keywords

Cox proportional hazards model; linear regression; logistic regression; Massachusetts Women's Health Study; Measurement error; Nurses' Health Study; proportional hazards model; regression calibration; reliability study; statistical analyses; validation study; women

Indexed keywords

ALCOHOL; CAFFEINE; CALCIUM; RETINOL;

ALCOHOL CONSUMPTION; ANALYTICAL ERROR; BONE DENSITY; BREAST CANCER; CALCIUM INTAKE; CALIBRATION; CALORIC INTAKE; CANCER INCIDENCE; CONFERENCE PAPER; DIETARY INTAKE; HUMAN; NUTRITION; REGRESSION ANALYSIS; VARIANCE;

EID: 0030971489     PISSN: 00029165     EISSN: None     Source Type: Journal    
DOI: 10.1093/ajcn/65.4.1179S     Document Type: Conference Paper

References (35)

1. Thomas D, Stram D, Dwyer J. Exposure measurement error: influence on exposure-disease. Relationships and methods of correction. Annu Rev Public Health 1993;14:69-93.
2. Armstrong BG. The effects of measurement errors on relative risk regressions. Am J Epidemiol 1990;132:1176-84.
3. Clayton DG. Models for the analysis of cohort and case-control studies with inaccurately measured exposures. In: Dwyer JH, Lippert P, Feinleib M, Hoffmeister H, eds. Statistical models for longitudinal studies of health. Oxford, United Kingdom: Oxford University Press, 1991:301-31.
4. Greenland S. Statistical uncertainty due to misclassification: implications for validation substudies. J Clin Epidemiol 1988;41:1167-74.
5. Spiegelman D, Gray R. Cost-efficient study designs for binary response data with Gaussian covariate measurement error. Biometrics 1991;47:851-69.
6. Rosner B, Spiegelman D, Willett WC. Correction of logistic regression relative risk estimates and confidence intervals for measurement error: the case of multiple covariates measured with error. Am J Epidemiol 1990;132:734-45.
7. Rosner B, Spiegelman D, Willett WC. Correction of logistic regression relative risk estimates and confidence intervals for random within-person measurement error. Am J Epidemiol 1992;136:1400-13.
8. Willett WC, Hunter DJ, Stampfer MJ, et al. Dietary fat and fiber in relation to risk of breast cancer: an eight year follow-up. JAMA 1992;268:2037-44.
9. Prentice RL. Covariate measurement errors and parameter estimation in a failure time regression model. Biometrika 1982;69:331-42.
10. Greenland S. Interpretation and choice of effect measures in epidemiologic analyses. Am J Epidemiol 1987;125:761-8.
11. Rosner B, Willett WC, Spiegelman D. Correction of logistic regression relative risk estimates for systematic within-person measurement error. Stat Med 1989;8:1051-69.
12. Carroll RJ, Stefanski LA. Approximate quasi-likelihood estimation in models with surrogate predictors. J Am Stat Assoc 1990;85:652-63.
13. Fuller WA. Measurement error models. NewYork: John Wiley, 1987.
14. SAS Institute Inc. SAS/STAT user's guide: version 6. Cary. NC: SAS Institute Inc. 1991.
15. Hunter DJ, Manson JE, Colditz GA, et al. A prospective study of the intake of vitamins C, E, and A and the risk of breast cancer. N Engl J Med 1993;329:234-40.
16. Willett WC, Sampson L, Browne ML, et al. The use of a self-administered questionnaire to assess diet four years in the past. Am J Epidemiol 1988;127:188-99.
17. Anderson PK, Gill RD. Cox's regression model for counting processes: a large sample study. Ann Stat 1982;10:1100-20.
18. Hernandez-Avila M, Stampfer MH, Ravnikar VA, et al. Caffeine and other determinants of bone density among pre- and perimenopausal women. Epidemiology 1993;4:128-34.
19. Armstrong BG, Whittemore AS, Howe GR. Analysis of case-control data with covariate measurement error: application to diet and colon cancer. Stat Med 1989;8:1151-63.
20. Dawber TR. The Framingham Study: the epidemiology of atherosclerotic disease. Cambridge, MA: Harvard University Press, 1980.
21. Wacholder S, Armstrong B, Hartge P. Validation studies using an alloyed gold standard. Am J Epidemiol 1993;137:1251-8.
22. Plummer M, Clayton D. Measurement error in dietary assessment: an investigation using covariance structure models. Part I. Stat Med 1993;12:925-35.
23. Plummer M, Clayton D. Measurement error in dietary assessment: an investigation using covariance structure models. Part II. Stat Med 1993;12:937-48.
24. Kaaks R, Riboli E, Estève J, van Kappel AL, van Staveren WA. Estimating the accuracy of dietary questionnaire assessments: validation in terms of structural equation models. Stat Med 1994;13:127-42.
25. Spiegelman D, Schneeweiss S, McDermott A. Measurement error correction for regression models with an 'alloyed gold standard.' Am J Epidemiol 1997;145:184-96.
26. Wacholder S. When measurement errors correlate with truth: surprising effects of nondifferential misclassification. Epidemiology 1995;6:157-61.
27. Spiegelman D, Casella M. Fully parametric and semi-parametric regression models for common events with covariate measurement error in main study/validation study designs. Biometrics (in press).
28. Robins JM, Rotnitzky A, Zhao LP. Estimation of regression coefficients when some regressors are not always observed. J Am Stat Assoc 1994;89:846-66.
29. Robins JM, Hsieh F, Newey W. Semiparametric efficient estimation of a conditional density with missing or mismeasured covariates. J R Stat Soc Br 1995;57:409-24.
30. Munger RG, Folsom AR, Kushi LH, Kaye SA, Sellers RA. Dietary assessment of older Iowa women with a food frequency questionnaire: nutrient intake, reproducibility, and comparison with 24-hour dietary recall interviews. Am J Epidemiol 1992;136:192-200.
31. Byers T, Marshall J, Fiedler R, Zielezny M, Graham S. Assessing nutrient intake with an abbreviated dietary interview. Am J Epidemiol 1985;122:41-50.
32. Abbey DE, Andress M, Fraser GE, Morgan J, Kuzma J. Validity and reliability of alternative nutrient indices based on a food frequency questionnaire. Am J Epidemiol 1988;4:934.
33. Jain MG, Harrison L, Howe GR, Miller AB. Evaluation of a self-administered dietary questionnaire for use in a cohort study. Am J Clin Nutr 1982;36:931-5.
34. Goldbohm RA, van den Brandt PA, Brants HA, et al. Validation of a dietary questionnaire used in a large-scale prospective cohort study on diet and cancer. Eur J Clin Nutr 1994;48:253-65.
35. Carroll RJ, Gail MH, Lubin JH. Case-control studies with errors in covariates. J Am Stat Assoc 1993;88:185-99.