Methodologic Publications

  1.  Yi GY, Ma Y, Spiegelman D, Carroll RJ. Functional and Structural Methods with Mixed Measurement Error and Misclassification in Covariates. Journal of the American Statistical Association. 2014:00-00.
  2. Kioumourtzoglou MA, Spiegelman D, Szpiro AA, Sheppard L, Kaufman JD, Yanosky JD, Williams R, Laden F, Hong B, Suh H. Exposure measurement error in PM2.5 health effects studies: a pooled analysis of eight personal exposure validation studies. Environmental Health. 2014;13(1):2.
  3. Zucker DM, Gorfine M, Li Y, Tadesse MG, Spiegelman D. A regularization corrected score method for nonlinear regression models with covariate error. Biometrics. Mar 2013;69(1):80-90.
  4. Zucker DM, Agami S, Spiegelman D. Testing for a Changepoint in the Cox Survival Regression Model. Journal of Statistical Theory and Practice. 2013/01/01 2013;7(2):360-380.
  5. Wang M, Liao X, Spiegelman D. Can efficiency be gained by correcting for misclassification? J Stat Plan Inference. Nov 1 2013;143(11).
  6. Takkouche B, Khudyakov P, Costa-Bouzas J, Spiegelman D. Confidence intervals for heterogeneity measures in meta-analysis. American Journal of Epidemiology. Sep 15 2013;178(6):993-1004.
  7. Spiegelman D. Regression calibration in air pollution epidemiology with exposure estimated by spatio-temporal modeling. Environmetrics. 2013;24(8):521-524.
  8. Liao X, Spiegelman D, Carroll RJ. Regression calibration is valid when properly applied. Epidemiology (Cambridge, Mass.). May 2013;24(3):466-467.
  9. Kim S, Zeng D, Li Y, Spiegelman D. Joint Modeling of Longitudinal and Cure-survival Data. J Stat Theory Pract. Apr 1 2013;7(2):324-344.
  10. Barrera-Gomez J, Spiegelman D, Basagana X. Optimal combination of number of participants and number of repeated measurements in longitudinal studies with time-varying exposure. Statistics in Medicine. Nov 30 2013;32(27):4748-4762.
  11. Orsini N, Li R, Wolk A, Khudyakov P, Spiegelman D. Meta-analysis for linear and nonlinear dose-response relations: examples, an evaluation of approximations, and software. American journal of epidemiology. Jan 1 2012;175(1):66-73.
  12. Spiegelman D, Logan R, Grove D. Regression calibration with heteroscedastic error variance. The International Journal of Biostatistics. 2011;7(1):4.
  13. Preis SR, Spiegelman D, Zhao BB, Moshfegh A, Baer DJ, Willett WC. Application of a repeat-measure biomarker measurement error model to 2 validation studies: examination of the effect of within-person variation in biomarker measurements. American Journal of Epidemiology. Mar 15 2011;173(6):683-694.
  14. Liao X, Zucker DM, Li Y, Spiegelman D. Survival analysis with error-prone time-varying covariates: a risk set calibration approach. Biometrics. Mar 2011;67(1):50-58.
  15. Basagana X, Liao X, Spiegelman D. Power and sample size calculations for longitudinal studies estimating a main effect of a time-varying exposure. Statistical methods in medical research. Oct 2011;20(5):471-487.
  16. Spiegelman D. Commentary: some remarks on the seminal 1904 paper of Charles Spearman ‘The proof and measurement of association between two things’. International journal of epidemiology. Oct 2010;39(5):1156-1159.
  17. Spiegelman D. Approaches to uncertainty in exposure assessment in environmental epidemiology. Annual review of public health. 2010;31:149-163.
  18. Basagana X, Spiegelman D. Power and sample size calculations for longitudinal studies comparing rates of change with a time-varying exposure. Statistics in medicine. Jan 30 2010;29(2):181-192.
  19. Malloy EJ, Spiegelman D, Eisen EA. Comparing measures of model selection for penalized splines in Cox models. Computational statistics & data analysis. May 15 2009;53(7):2605-2616.
  20. Lindstrom S, Yen YC, Spiegelman D, Kraft P. The impact of gene-environment dependence and misclassification in genetic association studies incorporating gene-environment interactions. Human heredity. 2009;68(3):171-181.
  21. Govindarajulu US, Malloy EJ, Ganguli B, Spiegelman D, Eisen EA. The comparison of alternative smoothing methods for fitting non-linear exposure-response relationships with Cox models in a simulation study. The international journal of biostatistics. 2009;5(1):Article 2.
  22. Zucker DM, Spiegelman D. Corrected score estimation in the proportional hazards model with misclassified discrete covariates. Statistics in medicine. May 20 2008;27(11):1911-1933.
  23. Van Roosbroeck S, Li R, Hoek G, Lebret E, Brunekreef B, Spiegelman D. Traffic-related outdoor air pollution and respiratory symptoms in children: the impact of adjustment for exposure measurement error. Epidemiology (Cambridge, Mass.). May 2008;19(3):409-416.
  24. Spiegelman D. Commentary: Calculations of EPIC proportions. International journal of epidemiology. Apr 2008;37(2):379-381.
  25. Ritz J, Demidenko E, Spiegelman D. Multivariate meta-analysis for data consortia, individual patient meta-analysis, and pooling projects. Journal of Statistical Planning and Inference. 7/1/ 2008;138(7):1919-1933.
  26. Weller EA, Milton DK, Eisen EA, Spiegelman D. Regression calibration for logistic regression with multiple surrogates for one exposure. Journal of Statistical Planning and Inference. 2/1/ 2007;137(2):449-461.
  27. Spiegelman D, Hertzmark E, Wand HC. Point and interval estimates of partial population attributable risks in cohort studies: examples and software. Cancer causes & control : CCC. Jun 2007;18(5):571-579.
  28. Govindarajulu US, Spiegelman D, Thurston SW, Ganguli B, Eisen EA. Comparing smoothing techniques in Cox models for exposure-response relationships. Statistics in medicine. Sep 10 2007;26(20):3735-3752.
  29. Spiegelman D, Hertzmark E. The authors reply to Neogi & Zhang, Tian & Liu, and Petersen & Deddens re: ‘Easy SAS calculations for risk or prevalence ratios and differences’. Am. J. Epidemiol. June 15, 2006 2006;163(12):1159-1161.
  30. Spiegelman D. Relative Risk. Encyclopedia of Environmetrics: John Wiley & Sons, Ltd; 2006.
  31. Spiegelman D. Validation Studies. Encyclopedia of Environmetrics: John Wiley & Sons, Ltd; 2006.
  32. Li R, Weller E, Dockery DW, Neas LM, Spiegelman D. Association of indoor nitrogen dioxide with respiratory symptoms in children: application of measurement error correction techniques to utilize data from multiple surrogates. Journal of exposure science & environmental epidemiology. Jul 2006;16(4):342-350.
  33. Horick N, Weller E, Milton DK, Gold DR, Li R, Spiegelman D. Home endotoxin exposure and wheeze in infants: correction for bias due to exposure measurement error. Environmental health perspectives. Jan 2006;114(1):135-140.
  34. Thurston SW, Williams PL, Hauser R, Hu H, Hernandez-Avila M, Spiegelman D. A comparison of regression calibration approaches for designs with internal validation data. Journal of Statistical Planning and Inference. 4/1/ 2005;131(1):175-190.
  35. Spiegelman D, Zhao B, Kim J. Correlated errors in biased surrogates: study designs and methods for measurement error correction. Stat. Med. 2005;24(11):1657-1682.
  36. Spiegelman D, Hertzmark E. Easy SAS calculations for risk or prevalence ratios and differences. American journal of epidemiology. Aug 1 2005;162(3):199-200.
  37. Spiegelman D. Validation Study. Encyclopedia of Biostatistics: John Wiley & Sons, Ltd; 2005.
  38. Spiegelman D. Reliability Study. Encyclopedia of Biostatistics: John Wiley & Sons, Ltd; 2005.
  39. Zucker DM, Spiegelman D. Inference for the proportional hazards model with misclassified discrete-valued covariates. Biometrics. Jun 2004;60(2):324-334.
  40. Spiegelman D. Commentary: Correlated errors and energy adjustment–where are the data? International journal of epidemiology. Dec 2004;33(6):1387-1388.
  41. Ritz J, Spiegelman D. Equivalence of conditional and marginal regression models for clustered and longitudinal data. Stat. Methods Med. Res. August 1, 2004 2004;13(4):309-323.
  42. Bang H, Spiegelman D. Estimating treatment effects in studies of perinatal transmission of HIV. Biostatistics (Oxford, England). Jan 2004;5(1):31-43.
  43. Thurston SW, Spiegelman D, Ruppert D. Equivalence of regression calibration methods in main study/external validation study designs. Journal of Statistical Planning and Inference. 5/1/ 2003;113(2):527-539.
  44. Keshaviah AP, Weller E, Spiegelman D. Occupational exposure to methyl tertiary butyl ether in relation to key health symptom prevalence: the effect of measurement error correction. Environmetrics. 2003;14(6):573-582.
  45. Sturmer T, Thurigen D, Spiegelman D, Blettner M, Brenner H. The performance of methods for correcting measurement error in case-control studies. Epidemiology (Cambridge, Mass.). Sep 2002;13(5):507-516.
  46. Staudenmayer J, Spiegelman D. Segmented regression in the presence of covariate measurement error in main study/validation study designs. Biometrics. Dec 2002;58(4):871-877.
  47. Spiegelman D, Carroll RJ, Kipnis V. Efficient regression calibration for logistic regression in main study/internal validation study designs with an imperfect reference instrument. Statistics in medicine. Jan 15 2001;20(1):139-160.
  48. Kabagambe EK, Baylin A, Allan DA, Siles X, Spiegelman D, Campos H. Application of the Method of Triads to Evaluate the Performance of Food Frequency Questionnaires and Biomarkers as Indicators of Long-term Dietary Intake. Am. J. Epidemiol. December 15, 2001 2001;154(12):1126-1135.
  49. Costa-Bouzas J, Takkouche B, Cadarso-Suarez C, Spiegelman D. HEpiMA: software for the identification of heterogeneity in meta-analysis. Computer methods and programs in biomedicine. Feb 2001;64(2):101-107.
  50. Thurigen D, Spiegelman D, Blettner M, Heuer C, Brenner H. Measurement error correction using validation data: a review of methods and their applicability in case-control studies. Statistical methods in medical research. Oct 2000;9(5):447-474.
  51. Spiegelman D, Rosner B, Logan R. Estimation and Inference for Logistic Regression with Covariate Misclassification and Measurement Error in Main Study/Validation Study Designs. Journal of the American Statistical Association. 2000/03/01 2000;95(449):51-61.
  52. Takkouche B, Cadarso-Suarez C, Spiegelman D. Evaluation of old and new tests of heterogeneity in epidemiologic meta-analysis. American journal of epidemiology. Jul 15 1999;150(2):206-215.
  53. Morrissey MJ, Spiegelman D. Matrix methods for estimating odds ratios with misclassified exposure data: extensions and comparisons. Biometrics. Jun 1999;55(2):338-344.
  54. Holcroft CA, Spiegelman D. Design of validation studies for estimating the odds ratio of exposure-disease relationships when exposure is misclassified. Biometrics. Dec 1999;55(4):1193-1201.
  55. Spiegelman D, Valanis B. Correcting for bias in relative risk estimates due to exposure measurement error: a case study of occupational exposure to antineoplastics in pharmacists. American journal of public health. Mar 1998;88(3):406-412.
  56. Spiegelman D, Schneeweiss S, McDermott A. Measurement error correction for logistic regression models with an “alloyed gold standard”. American journal of epidemiology. Jan 15 1997;145(2):184-196.
  57. Spiegelman D, McDermott A, Rosner B. Regression calibration method for correcting measurement-error bias in nutritional epidemiology. The American journal of clinical nutrition. Apr 1997;65(4 Suppl):1179s-1186s.
  58. 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. Jun 1997;53(2):395-409.
  59. Foppa I, Spiegelman D. Power and sample size calculations for case-control studies of gene-environment interactions with a polytomous exposure variable. American journal of epidemiology. Oct 1 1997;146(7):596-604.
  60. Dernidenko E, Spiegelman D. A paradox: more measurement error can lead to more efficient estimates. Communications in Statistics – Theory and Methods. 1997/01/01 1997;26(7):1649-1675.
  61. Spiegelman D, Hunter D, Hertzmark E, Colditz G, Gail M, Benichou J. Responses to Atkins Journal of the National Cancer Institute. September 7 1994;86(17):1350-1352.
  62. Spiegelman D, Colditz GA, Hunter D, Hertzmark E. Validation of the Gail et al. Model for Predicting Individual Breast Cancer Risk. Journal of the National Cancer Institute. April 20, 1994 1994;86(8):600-607.
  63. Spiegelman D. Statistical methods in clinical trials analysis. In: Cramer DW, Goldman MB, eds. Infertility and reproductive medicine: study designs and statistics April 1994 (Clinics of North America, Volume 5 No. 2). Philadelphia, PA: WB Saunders; 1994:365-385.
  64. Spiegelman D. Cost-efficient study designs for relative risk modeling with covariate measurement error. Journal of Statistical Planning and Inference. 11// 1994;42(1–2):187-208.
  65. Rosner B, Spiegelman D, Willett WC. Correction of logistic regression relative risk estimates and confidence intervals for random within-person measurement error. American journal of epidemiology. Dec 1 1992;136(11):1400-1413.
  66. Spiegelman D, Gray R. Cost-efficient study designs for binary response data with Gaussian covariate measurement error. Biometrics. Sep 1991;47(3):851-869.
  67. Spiegelman D, Bailar J, III, Crouch EC, Shaikh R. Is the One-Hit Model of Carcinogenesis Conservative? Evidence from the National Toxicology Program’s Bioassay Databasea. In: Cox L, Jr., Ricci P, eds. New Risks: Issues and Management. Vol 6: Springer US; 1990:65-76.
  68. 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. American journal of epidemiology. Oct 1990;132(4):734-745.
  69. Crouch EAC, Spiegelman D. The Evaluation of Integrals of the form ∫+∞ −∞ f(t)exp(−t 2) dt: Application to Logistic-Normal Models. Journal of the American Statistical Association. 1990/06/01 1990;85(410):464-469.
  70. Rosner B, Willett WC, Spiegelman D. Correction of logistic regression relative risk estimates and confidence intervals for systematic within-person measurement error. Statistics in medicine. Sep 1989;8(9):1051-1069; discussion 1071-1053.
  71. Bailar JC, 3rd, Crouch EA, Shaikh R, Spiegelman D. One-hit models of carcinogenesis: conservative or not? Risk analysis : an official publication of the Society for Risk Analysis. Dec 1988;8(4):485-497.
  72. Spiegelman D, Wang JD, Wegman D. Interactive electronic computing of the mortality odds ratio. American journal of epidemiology. Oct 1983;118(4):599-607.