当前位置： SCI文献检索 > ANNALS OF EPIDEMIOLOGY期刊下所有文献 > The missing indicator approach for censored covariates subject to limit of detection in logistic regression models.

The missing indicator approach for censored covariates subject to limit of detection in logistic regression models.

Abstract：

PURPOSE:In several biomedical studies, one or more exposures of interest may be subject to nonrandom missingness because of the failure of the measurement assay at levels below its limit of detection. This issue is commonly encountered in studies of the metabolome using tandem mass spectrometry-based technologies. Owing to a large number of metabolites measured in these studies, preserving statistical power is of utmost interest. In this article, we evaluate the small sample properties of the missing indicator approach in logistic and conditional logistic regression models. METHODS:For nested case-control or matched case control study designs, we evaluate the bias, power, and type I error associated with the missing indicator method using simulation. We compare the missing indicator approach to complete case analysis and several imputation approaches. RESULTS:We show that under a variety of settings, the missing indicator approach outperforms complete case analysis and other imputation approaches with regard to bias, mean squared error, and power. CONCLUSIONS:For nested case-control and matched study designs of modest sample sizes, the missing indicator model minimizes loss of information and thus provides an attractive alternative to the oft-used complete case analysis and other imputation approaches.

journal_name

Ann Epidemiol

journal_title

Annals of epidemiology

authors

Chiou SH,Betensky RA,Balasubramanian R

doi

10.1016/j.annepidem.2019.07.014

subject

Has Abstract

pub_date

2019-10-01 00:00:00

pages

57-64

eissn

1047-2797

issn

1873-2585

pii

S1047-2797(18)30670-7

journal_volume

38

pub_type

杂志文章

相关文献

ANNALS OF EPIDEMIOLOGY文献大全
  • End-stage liver disease in a state prison population.

    abstract：OBJECTIVES:Information on the epidemiology of end-stage liver disease (ESLD) in US correctional populations is limited. We examined the prevalence, mortality and clinical characteristics of ESLD in the nation's second largest state prison system. METHODS:We collected and analyzed medical and demographic data from 370,...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2007.04.005

    authors： Baillargeon J,Soloway RD,Paar D,Giordano TP,Murray O,Grady J,Williams B,Pulvino J,Raimer BG

    更新日期：2007-10-01 00:00:00

  • Neighborhood language isolation and depressive symptoms among elderly U.S. Latinos.

    abstract：PURPOSE:Neighborhood segregation related to cultural factors, such as language use, may influence elderly Latino depression. We examined the association between neighborhood-level Spanish language segregation and individual depressive symptoms among elderly Latinos. METHODS:We linked U.S. Census language use data with...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2018.08.009

    authors： Ward JB,Albrecht SS,Robinson WR,Pence BW,Maselko J,Haan MN,Aiello AE

    更新日期：2018-11-01 00:00:00

  • Trends in colorectal cancer over a half century in Rochester, Minnesota, 1940 to 1989.

    abstract：:Recent reports of increasing incidence, especially in men, led us to update through 1989 an earlier study of colorectal cancer incidence in Rochester that covered the period 1940 through 1979. The combined data reflected cancer trends in the community over half a century. Data resources of the Rochester Epidemiology P...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/1047-2797(94)00107-5

    authors： Beard CM,Spencer RJ,Weiland LH,O'Fallon WM,Melton LJ 3rd

    更新日期：1995-05-01 00:00:00

  • Illustrating a "consequential" shift in the study of health inequalities: a decomposition of racial differences in the distribution of body mass.

    abstract：PURPOSE:We present a conceptual introduction to "distributional inequalities"-differences in distributions of risk factors or other outcomes between social groups-as a consequential shift for research on health inequalities. We also review a companion analytical methodology, "distributional decomposition", which can as...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2018.02.003

    authors： Siddiqi A,Shahidi FV,Hildebrand V,Hong A,Basu S

    更新日期：2018-04-01 00:00:00

  • Is wealth associated with depressive symptoms in the United States?

    abstract：PURPOSE:The aim of the study was to assess the relation between family wealth and depression in U.S. adults. METHODS:Participants were 5134 members of the 2015-2016 National Health and Nutrition Examination Survey who were aged 18 years or older and completed the depression screener. Using the Patient Health Questionn...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2020.02.001

    authors： Ettman CK,Cohen GH,Galea S

    更新日期：2020-03-01 00:00:00

  • Prevalence of childhood asthma in urban communities: the impact of ethnicity and income.

    abstract：PURPOSE:The goal of this study was to assess the relationship between hospitalization rates and asthma prevalence in New York City children and investigate the role that sociodemographic factors play in asthma. METHODS:A parent-report questionnaire was distributed in 26 randomly selected New York City public elementar...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2005.06.046

    authors： Claudio L,Stingone JA,Godbold J

    更新日期：2006-05-01 00:00:00

  • Chronic disease and health risk behaviors associated with intimate partner violence-18 U.S. states/territories, 2005.

    abstract：PURPOSE:Few studies have examined the association between intimate partner violence (IPV) and health outcomes for both women and men. The current study examined this relationship for women and men as part of a large cross-sectional public-health survey that collected information on a range of health behaviors and healt...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2008.02.005

    authors： Breiding MJ,Black MC,Ryan GW

    更新日期：2008-07-01 00:00:00

  • Association between enacted stigma, internalized stigma, resilience and depressive symptoms among young men who have sex with men in China:A moderated mediation model analysis.

    abstract：PURPOSE:Young men who have sex with men (YMSM) are likely to experience depression due to enacted and internalized stigma. Whether enacted stigma impacts depression through internalized stigma and whether resilience moderates the negative effect are unclear. This study aims to examine a moderated mediation model to exp...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2021.01.001

    authors： Li X,Yan H,Wang W,Yang H,Li S

    更新日期：2021-01-07 00:00:00

  • Socioeconomic circumstances in childhood and blood pressure in adulthood: the cardiovascular risk in young Finns study.

    abstract：PURPOSE:Prospective evidence suggests an inverse association between socioeconomic circumstances in childhood and adolescence and blood pressure (BP) in adulthood, but uncertainty remains about whether this association is confounded by risk factors acting in utero, early infancy, and adulthood. The authors investigated...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2006.01.004

    authors： Kivimäki M,Smith GD,Elovainio M,Pulkki L,Keltikangas-Järvinen L,Talttonen L,Raitakari OT,Viikari JS

    更新日期：2006-10-01 00:00:00

  • Vegetable intake and long-term survival among middle-aged men in Italy.

    abstract：PURPOSE:To examine prospectively the relationship between vegetable consumption and long-term survival. METHODS:In 1965, a total of 1536 Italian males from two Italian rural cohorts of the Seven Countries Study, aged 45-65 years, were examined. Information on lifestyle and food consumption collected at this visit, and...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/s1047-2797(02)00457-x

    authors： Seccareccia F,Alberti-Fidanza A,Fidanza F,Farchi G,Freeman KM,Mariotti S,Menotti A

    更新日期：2003-07-01 00:00:00

  • Premature menopause and low back pain. A population-based study.

    abstract：:The association between premature menopause and low back pain was examined among 5325 women surveyed in the second National Health and Nutrition Examination survey. Nearly 49% of the women were postmenopausal. In a multiple logistic regression model that included age, postmenopausal women were approximately twice as l...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/1047-2797(94)90077-9

    authors： Adera T,Deyo RA,Donatelle RJ

    更新日期：1994-09-01 00:00:00

  • Measuring small-area violent crime: a comparison of observed versus model-estimated crime rates and preterm birth.

    abstract：PURPOSE:Research examining the association between crime and health outcomes has been hampered by a lack of reliable small-area (e.g., census tract or census block group) crime data. Our objective is to assess the accuracy of synthetically estimated crime indices for use in health research by using preterm birth as a c...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2020.11.008

    authors： Gobaud AN,Kramer MR,Stearns ER,Haley DF

    更新日期：2020-12-05 00:00:00

  • The role of clinical risk factors in understanding self-rated health.

    abstract：PURPOSE:This study examines the importance of clinical risk factors for predicting self-ratings of general health status, with and without controls for a broad range of self-reported indicators of physical and psychological well-being. METHODS:Ordered probit models, estimated on 928 respondents aged 54 years and older...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/s1047-2797(03)00077-2

    authors： Goldman N,Glei DA,Chang MC

    更新日期：2004-01-01 00:00:00

  • Low dehydroepiandrosterone sulfate and heart disease in middle-aged men: cross-sectional results from the Massachusetts Male Aging Study.

    abstract：PURPOSE:Serum concentrations of the adrenal androgen dehydroepiandrosterone (DHEA) and its sulfate ester (DHEAS), both of which decline with age more markedly than other sex hormone levels, have been alternately credited and discredited as "protective" correlates of heart disease. Baseline data from the Massachusetts M...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/s1047-2797(97)00199-3

    authors： Feldman HA,Johannes CB,McKinlay JB,Longcope C

    更新日期：1998-05-01 00:00:00

  • Adverse childhood experiences and later life adult obesity and smoking in the United States.

    abstract：PURPOSE:Prior work demonstrates associations between physical abuse, household alcohol abuse, and household mental illness early in life with obesity and smoking. Studies, however, have not generally been in nationally representative samples and have not conducted analyses to account for bias in the exposure. METHODS:...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2016.06.003

    authors： Rehkopf DH,Headen I,Hubbard A,Deardorff J,Kesavan Y,Cohen AK,Patil D,Ritchie LD,Abrams B

    更新日期：2016-07-01 00:00:00

  • Gender progress and government expenditure as determinants of femicide.

    abstract：PURPOSE:We sought to explore the effect of economic/political factors and gender progress on femicide. METHODS:An ecological and retrospective study was undertaken that focused on 61 countries and analyzed the relationships of femicide with the following statistics from the period 1990 to 1999: economic indicators (do...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2007.11.007

    authors： Palma-Solis M,Vives-Cases C,Alvarez-Dardet C

    更新日期：2008-04-01 00:00:00

  • Rapid report on estimating incidence from cross-sectional data.

    abstract：PURPOSE:In prospective cohort studies, incidence is typically estimated by the ratio of the observed number of events to person-time at risk. This crude estimator is consistent for the true population incidence rate (IR) under mild assumptions. Here we consider a different setting where only cross-sectional data are av...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2020.06.005

    authors： DeMonte JB,Neilan AM,Loop MS,Ciaranello AL,Hudgens MG

    更新日期：2021-01-01 00:00:00

  • Health-related quality of life among adults 65 years and older in the United States, 2011-2012: a multilevel small area estimation approach.

    abstract：PURPOSE:The purpose of this study was to develop county-level estimates of poor health-related quality of life (HRQOL) among aged 65 years and older U.S. adults and to identify spatial clusters of poor HRQOL using a multilevel, poststratification approach. METHODS:Multilevel, random-intercept models were fit to HRQOL ...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2016.09.016

    authors： Lin YH,McLain AC,Probst JC,Bennett KJ,Qureshi ZP,Eberth JM

    更新日期：2017-01-01 00:00:00

  • Bladder cancer in perfluorooctanesulfonyl fluoride manufacturing workers.

    abstract：PURPOSE:To determine whether bladder cancer is associated with exposure to perfluorooctane sulfonate (PFOS) in an occupational cohort. METHODS:Incidence of bladder cancer was ascertained by postal questionnaire to all living current and former employees of the facility (N = 1895) and death certificates for deceased wo...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2007.01.036

    authors： Alexander BH,Olsen GW

    更新日期：2007-06-01 00:00:00

  • The impact of different measures of socioeconomic position on the relationship between ethnicity and health.

    abstract：PURPOSE:In this study we explicitly examine the effect of using asset-based and conventional measures of socioeconomic position (SEP) on ethnic differences in health. METHODS:The survey of white (n = 227), Indian and Pakistani (n = 233), and African Caribbean (n = 213) adults aged 18 to 59 years living in Leeds, Unite...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2007.12.006

    authors： Kelaher M,Paul S,Lambert H,Ahmad W,Smith GD

    更新日期：2008-05-01 00:00:00

  • Effects of dietary glycemic index and load on children's cardiovascular risk factors.

    abstract：PURPOSE:Consumption of foods high in glycemic index (GI) and glycemic load (GL) is associated with cardiovascular (CV) diseases in adulthood. We examined whether GI and GL predict CV risk factors in children after 2 years of follow-up. METHODS:Three 24-hour recalls were administered at baseline, and individual average...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2019.10.005

    authors： Suissa K,Benedetti A,Henderson M,Gray-Donald K,Paradis G

    更新日期：2019-12-01 00:00:00

  • Genetically predicted 17beta-estradiol and cardiovascular risk factors in women: a Mendelian randomization analysis using young women in Hong Kong and older women in the Guangzhou Biobank Cohort Study.

    abstract：PURPOSE:The role of estrogen in cardiovascular health remains contested with discrepancies between findings from randomized controlled trials and observational studies. Mendelian randomization, which assesses the effect of lifelong endogenous exposure, may help elucidate these discrepancies. METHODS:We used separate s...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2016.01.005

    authors： Au Yeung SL,Cheng KK,Zhao J,Zhang W,Jiang C,Lam TH,Leung GM,Schooling CM

    更新日期：2016-03-01 00:00:00

  • Individual-level key associations and modes of exposure for hepatitis C virus infection in the Middle East and North Africa: a systematic synthesis.

    abstract：PURPOSE:To identify, map, and synthesize the individual-level key associations and modes of exposure for hepatitis C virus (HCV) infection in the Middle East and North Africa (MENA), the most affected region by HCV. METHODS:Source of data was the MENA HCV Epidemiology Synthesis Project database, populated through syst...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2018.03.007

    authors： Mahmud S,Kouyoumjian SP,Al Kanaani Z,Chemaitelly H,Abu-Raddad LJ

    更新日期：2018-07-01 00:00:00

  • Leisure-time physical activity and mortality in a multiethnic prospective cohort study: the Northern Manhattan Study.

    abstract：PURPOSE:To examine whether the survival benefit of exercise is modified by obesity. METHODS:In the Northern Manhattan Study, we collected baseline sociodemographics and cardiovascular disease risk factors. The primary exposure was leisure-time physical activity (LTPA) and the outcomes were total, vascular, and nonvasc...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2015.04.001

    authors： Willey JZ,Moon YP,Sherzai A,Cheung YK,Sacco RL,Elkind MS

    更新日期：2015-07-01 00:00:00

  • The impact of socioeconomic status across early life on age at menarche among a racially diverse population of girls.

    abstract：PURPOSE:We sought to evaluate the association between childhood socioeconomic status (SES) at two time points and age at menarche in a multiracial sample of U.S. girls. METHODS:Our study population consisted of a cohort of female participants enrolled at birth at the New York site of the Collaborative Perinatal Projec...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2010.08.006

    authors： James-Todd T,Tehranifar P,Rich-Edwards J,Titievsky L,Terry MB

    更新日期：2010-11-01 00:00:00

  • The influence of prevalent cohort bias in the association between periodontal disease progression and incident coronary heart disease.

    abstract：PURPOSE:In longitudinal studies, the onset of the index condition (e.g. exposure) does not always coincide with the start of a study's observation period, leading to the possibility of bias in estimation that derives from studying prevalent exposure rather than new exposure. We investigate the possible role of this bia...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2014.07.006

    authors： Heaton B,Applebaum KM,Rothman KJ,Brooks DR,Heeren T,Dietrich T,Garcia RI

    更新日期：2014-10-01 00:00:00

  • Geographic patterns of incidence of ischemic stroke and acute myocardial infarction in Finland during 1991-2003.

    abstract：PURPOSE:To examine geographic variation in the incidence of ischemic stroke (IS) and acute myocardial infarction (AMI) in Finland during 1991-2003. METHODS:Data included all cases of first IS (n = 115,383) and AMI (n = 205,213) in persons aged 35-84 years. We used full Bayesian spatial shared component disease models ...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2007.10.008

    authors： Havulinna AS,Pääkkönen R,Karvonen M,Salomaa V

    更新日期：2008-03-01 00:00:00

  • Black tea consumption and risk of stroke in women and men.

    abstract：PURPOSE:Our aim was examine the association between black tea consumption and risk of total stroke and stroke types in a prospective study. METHODS:A total of 74,961 Swedish women and men who were free of cardiovascular disease and cancer at baseline in 1997 were followed up through December 2008. Tea consumption was ...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2012.12.006

    authors： Larsson SC,Virtamo J,Wolk A

    更新日期：2013-03-01 00:00:00

  • Socioeconomic pattern of smoking in Japan: income inequality and gender and age differences.

    abstract：PURPOSE:To elucidate the influence of individual socioeconomic status on smoking in Japanese adults. METHODS:Using a nationally representative sample (20,206 men and 21,093 women aged 18 to 54 years), the relation between smoking and socioeconomic characteristics was analyzed by sex and age group (18 to 24, 25 to 39, ...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2004.09.003

    authors： Fukuda Y,Nakamura K,Takano T

    更新日期：2005-05-01 00:00:00

  • Cancer incidence among Minnesota taconite mining industry workers.

    abstract：PURPOSE:To evaluate cancer incidence among Minnesota taconite mining workers. METHODS:We evaluated cancer incidence between 1988 and 2010 in a cohort of 40,720 Minnesota taconite mining workers used between 1937 and 1983. Standardized incidence ratios (SIRs) with 95% confidence intervals (CIs) were estimated by compar...

    journal_title：Annals of epidemiology

    pub_type： 杂志文章

    doi：10.1016/j.annepidem.2015.08.003

    authors： Allen EM,Alexander BH,MacLehose RF,Nelson HH,Ramachandran G,Mandel JH

    更新日期：2015-11-01 00:00:00