Research Topics
| Ching Yun WangSummaryAffiliation: Fred Hutchinson Cancer Research Center Country: USA Publications
Research Grants
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Detail Information
Publications
Expected estimating equations via EM for proportional hazards regression with covariate misclassificationChing Yun Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, PO Box 19024, Seattle, WA 98109 1024, USA
Biostatistics 14:351-65. 2013..The proposed method and other methods are applied to a human immunodeficiency virus clinical trial in which a few behavior variables from questionnaires are used as surrogates for a latent behavior variable...
Robust best linear estimation for regression analysis using surrogate and instrumental variablesC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109 1024, USA
Biostatistics 13:326-40. 2012..Finite-sample performance of the proposed estimator is examined and compared with other estimators via intensive simulation studies. The proposed method and other methods are applied to a bladder cancer case-control study...
Conditional-cumulant-of-exposure method in logistic missing covariate regressionC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109 1024, USA
Biometrics 56:98-105. 2000..The proposed estimator performs well unless the relative risk parameters are large, even though it is technically inconsistent. Small-sample simulations are conducted. We illustrate the method by an example of real data analysis...
Boosting with missing predictorsC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Avenue North, Seattle, WA 98109 1024, USA
Biostatistics 11:195-212. 2010..Simulation results indicate that the proposed methods are superior than other naive methods. We apply the methods to a pancreatic cancer study in which serum protein microarrays are used for classification...
Expected estimating equations for missing data, measurement error, and misclassification, with application to longitudinal nonignorable missing dataC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, PO Box 19024, Seattle, WA 98109 1024, USA
Biometrics 64:85-95. 2008..Intensive simulation studies are performed under various incomplete data settings. The proposed method is applied to a longitudinal study of oral bone density in relation to body bone density...
Numerical equivalence of imputing scores and weighted estimators in regression analysis with missing covariatesC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109 1024, USA
Biostatistics 8:468-73. 2007..This includes a simple weighted estimator, an augmented weighted estimator, and a mean-score estimator. The numerical equivalence may elucidate the relationship between imputing scores and weighted estimation procedures...
Error in timing in regression with observed longitudinal measurementsC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, P O Box 19024, Seattle, WA 98109 1024, U S A
Stat Med 22:2577-90. 2003..Estimation procedures based on expected estimating equations, regression calibration and simulation extrapolation are applied to this problem...
The contribution of longitudinal comorbidity measurements to survival analysisC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, 1100 Fairview Ave North, Seattle, WA 98109, USA
Med Care 47:813-21. 2009..Many clinical and health services research studies are longitudinal, raising questions about how best to use an individual's comorbidity measurements over time to predict survival...
Augmented inverse probability weighted estimator for Cox missing covariate regressionC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109 1024, USA
Biometrics 57:414-9. 2001..This method is compared with some previously proposed estimators via simulation studies. The method is applied to a real example...
Weighted normality-based estimator in correcting correlation coefficient estimation between incomplete nutrient measurementsC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109 1024, USA
Biometrics 56:106-12. 2000..The methods are applied to real data from a dietary assessment study...
Estimation of the correlation between nutrient intake measures under restricted samplingC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109 1024, USA
Biometrics 55:711-7. 1999..This led us to investigate robustness properties of the ML estimator analytically. We present some data analyses from a dietary assessment study from the Women's Health Initiative to illustrate the methods...
Regression analysis when covariates are regression parameters of a random effects model for observed longitudinal measurementsC Y Wang
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109 1024, USA
Biometrics 56:487-95. 2000..In addition to the distribution theory, we evaluate the methods through simulation studies. The methods are applied to analyze a real dataset from a child growth study...
Effect of diet and exercise, alone or combined, on weight and body composition in overweight-to-obese postmenopausal womenKaren E Foster-Schubert
Fred Hutchinson Cancer Research Center, Seattle, WA, USA
Obesity (Silver Spring) 20:1628-38. 2012..Among postmenopausal women, lifestyle-change involving diet, exercise, or both combined over 1 year improves body weight and adiposity, with the greatest change arising from the combined intervention...
History of weight cycling does not impede future weight loss or metabolic improvements in postmenopausal womenCaitlin Mason
Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
Metabolism 62:127-36. 2013....
Effects of a caloric restriction weight loss diet and exercise on inflammatory biomarkers in overweight/obese postmenopausal women: a randomized controlled trialIkuyo Imayama
Epidemiology Program, Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
Cancer Res 72:2314-26. 2012..Our findings indicate that a caloric restriction weight loss diet with or without exercise reduces biomarkers of inflammation in postmenopausal women, with potential clinical significance for cancer risk reduction...
Reduced-calorie dietary weight loss, exercise, and sex hormones in postmenopausal women: randomized controlled trialKristin L Campbell
University of British Columbia, Vancouver, British Columbia, Canada
J Clin Oncol 30:2314-26. 2012..We evaluated the individual and combined effects of a reduced-calorie weight loss diet and exercise on serum sex hormones in overweight and obese postmenopausal women...
Influence of diet, exercise, and serum vitamin d on sarcopenia in postmenopausal womenCaitlin Mason
Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
Med Sci Sports Exerc 45:607-14. 2013....
An automated intervention with stepped increases in support to increase uptake of colorectal cancer screening: a randomized trialBeverly B Green
Group Health Research Institute, 1730 Minor Avenue, Suite 1600, Seattle, WA 98101 1466, USA
Ann Intern Med 158:301-11. 2013..Screening decreases colorectal cancer (CRC) incidence and mortality, yet almost half of age-eligible patients are not screened at recommended intervals...
Do primary care physicians lose contact with their colorectal cancer patients?Sharon Dobie
Department of Family Medicine, University of Washington School of Medicine, Seattle, WA 98195 6390, USA
J Am Board Fam Med 24:704-9. 2011..The objective of this study was to determine whether colorectal cancer (CRC) patients are less likely to see their primary care physicians after cancer diagnosis...
Conjugated equine estrogen influence on mammographic density in postmenopausal women in a substudy of the women's health initiative randomized trialAnne McTiernan
Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, M4 B874, PO Box 19024, Seattle, WA 98019, USA
J Clin Oncol 27:6135-43. 2009..We examined the effect of CEE alone on mammographic density in a subsample of the Women's Health Initiative (WHI) clinical trial participants...
Research strategies and the use of nutrient biomarkers in studies of diet and chronic diseaseRoss L Prentice
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
Public Health Nutr 5:977-84. 2002....
Estrogen-plus-progestin use and mammographic density in postmenopausal women: Women's Health Initiative randomized trialAnne McTiernan
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98019, USA
J Natl Cancer Inst 97:1366-76. 2005..Increased mammographic density reduces the sensitivity of screening mammography, is associated with increased breast cancer risk, and may be hormone related. We assessed the effect of estrogen-plus-progestin therapy on mammographic density...
Relation of BMI and physical activity to sex hormones in postmenopausal womenAnne McTiernan
Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, Cancer Prevention Research Program, Seattle, WA 98109, USA
Obesity (Silver Spring) 14:1662-77. 2006..However, the determinants of these hormone concentrations are not established. The purpose of this study was to examine correlates of endogenous sex hormones...
Relation of demographic factors, menstrual history, reproduction and medication use to sex hormone levels in postmenopausal womenAnne McTiernan
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
Breast Cancer Res Treat 108:217-31. 2008..These results suggest that while age, oophorectomy status, and NSAID use may be associated with selected sex hormone concentrations, few menstrual or reproductive factors affect endogenous sex hormones in the postmenopausal period...
Low-fat, increased fruit, vegetable, and grain dietary pattern, fractures, and bone mineral density: the Women's Health Initiative Dietary Modification TrialAnne McTiernan
Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, Seattle, WA 98019, USA
Am J Clin Nutr 89:1864-76. 2009..The effects of dietary changes on osteoporosis, low bone density, and frequent falls are unestablished...
No effect of aspirin on mammographic density in a randomized controlled clinical trialAnne McTiernan
Fred Hutchinson Cancer Research Center, Seattle, WA 98109, USA
Cancer Epidemiol Biomarkers Prev 18:1524-30. 2009....
Associations of insulin-like growth factor and insulin-like growth factor binding protein-3 with mortality in women with breast cancerCatherine Duggan
Fred Hutchinson Cancer Research Center, Public Health Sciences, Seattle, WA
Int J Cancer 132:1191-200. 2013..In conclusion, high serum levels of IGF-1 and the IGF-1/IGFBP-3 ratio were associated with increased risk of all-cause mortality in women with breast cancer. These results need to be confirmed in larger breast cancer survivor cohorts...
Nonparticipation in a population-based trial to increase colorectal cancer screeningBeverly B Green
Group Health Permanente, University of Washington Medical School, Seattle, USA
Am J Prev Med 42:390-7. 2012..Many trials have tested different strategies to increase colorectal cancer (CRC) screening. Few describe whether participants are representative of the population from which they are recruited...
Low-fat dietary pattern and risk of treated diabetes mellitus in postmenopausal women: the Women's Health Initiative randomized controlled dietary modification trialLesley F Tinker
Women s Health Initiative, Fred Hutchinson Cancer Research Center, PO Box 19024, Mail Stop M3 A410, Seattle, WA 98109, USA
Arch Intern Med 168:1500-11. 2008..This study was undertaken to assess the effects of a low-fat dietary pattern on incidence of treated diabetes among generally healthy postmenopausal women...
Dietary weight loss and exercise interventions effects on quality of life in overweight/obese postmenopausal women: a randomized controlled trialIkuyo Imayama
Public Health Sciences Division, Fred Hutchison Cancer Research Center, Seattle, WA, USA
Int J Behav Nutr Phys Act 8:118. 2011..The secondary aim was to investigate predictors of changes in HRQOL...
Logistic regression with exposure biomarkers and flexible measurement errorElizabeth A Sugar
Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21205, USA
Biometrics 63:143-51. 2007..Simulation studies are presented to evaluate and contrast the three estimation procedures, and to provide insight into preferred biomarker subsample size under selected cohort study configurations...
Research Grants
- MISSING DATA, MEASUREMENT ERROR AND APPLICATIONSChing Yun Wang; Fiscal Year: 2002..The investigator states that the proposed methods will also accommodate two-stage designs which are becoming popular in epidemiologic research and particular in genetic epidemiology. ..
- Functional Methods for Radiation Exposure and Biomarker DataChing Yun Wang; Fiscal Year: 2010....
