相似文献
1
A Review of Hot Deck Imputation for Survey Non-response.调查无应答的热卡填充法综述
Int Stat Rev. 2010 Apr;78(1):40-64. doi: 10.1111/j.1751-5823.2010.00103.x.
2
Implementing Multiple Imputation for Missing Data in Longitudinal Studies When Models are Not Feasible: An Example Using the Random Hot Deck Approach.当模型不可行时，在纵向研究中对缺失数据实施多重填补：使用随机热卡方法的一个示例。
Clin Epidemiol. 2022 Nov 15;14:1387-1403. doi: 10.2147/CLEP.S368303. eCollection 2022.
3
The Use of Sample Weights in Hot Deck Imputation.热卡填充中样本权重的使用。
J Off Stat. 2009;25(1):21-36.
4
Interstate migration has fallen less than you think: consequences of hot deck imputation in the current population survey.州际迁移的降幅低于你想象：当前人口调查中热门插补的后果。
Demography. 2012 Aug;49(3):1061-74. doi: 10.1007/s13524-012-0110-3.
5
The relationship between hot-deck multiple imputation and weighted likelihood.热插补多重填补与加权似然之间的关系。
Stat Med. 1997;16(1-3):5-19. doi: 10.1002/(sici)1097-0258(19970115)16:1<5::aid-sim469>3.0.co;2-8.
6
Missing data methods for dealing with missing items in quality of life questionnaires. A comparison by simulation of personal mean score, full information maximum likelihood, multiple imputation, and hot deck techniques applied to the SF-36 in the French 2003 decennial health survey.缺失数据方法处理生活质量问卷中的缺失项。通过模拟个人均数、完全信息极大似然、多重插补和热deck 技术在法国 2003 年十年健康调查中的 SF-36 中的应用，对这些方法进行比较。
Qual Life Res. 2011 Mar;20(2):287-300. doi: 10.1007/s11136-010-9740-3. Epub 2010 Oct 1.
7
[Predictive Mean Matching as an alternative imputation method to hot deck in Vigitel].[预测均值匹配作为Vigitel中热卡填补法的替代插补方法]
Cad Saude Publica. 2020 Jun 26;36(6):e00167219. doi: 10.1590/0102-311X00167219. eCollection 2020.
8
Multiple imputation using an iterative hot-deck with distance-based donor selection.使用基于距离的供体选择的迭代热插补法进行多重填补。
Stat Med. 2008 Jan 15;27(1):83-102. doi: 10.1002/sim.3001.
9
Multiple Imputation with Massive Data: An Application to the Panel Study of Income Dynamics.海量数据的多重插补：在收入动态面板研究中的应用
J Surv Stat Methodol. 2021 Oct 19;11(1):260-283. doi: 10.1093/jssam/smab038. eCollection 2023 Feb.
10
Are the Current Population Survey uninsurance estimates too high? An examination of the imputation process.当前人口调查中的未参保估计数是否过高？对插补过程的考察。
Health Serv Res. 2007 Oct;42(5):2038-55. doi: 10.1111/j.1475-6773.2007.00703.x.
引用本文的文献
1
Design-Based Causal Inference with Missing Outcomes: Missingness Mechanisms, Imputation-Assisted Randomization Tests, and Covariate Adjustment.基于设计的缺失结果因果推断：缺失机制、插补辅助随机化检验和协变量调整
J Am Stat Assoc. 2025 Jun 18. doi: 10.1080/01621459.2025.2516204.
2
An Introduction to Longitudinal Synthetic Cohorts for Studying the Life Course Drivers of Health Outcomes and Inequalities in Older Age.纵向合成队列简介：用于研究老年健康结果和不平等的生命历程驱动因素
Curr Epidemiol Rep. 2025 Dec;12(1). doi: 10.1007/s40471-024-00355-1. Epub 2024 Nov 6.
3
Mental and physical health of US rural/urban caregivers of persons with dementia.美国农村/城市痴呆症患者照料者的身心健康状况。
PLoS One. 2025 Aug 1;20(8):e0329260. doi: 10.1371/journal.pone.0329260. eCollection 2025.
4
Healthcare utilization trends among patients with opioid use disorder in U.S. Hospitals: an analysis of length of stay, total charges, and costs, 2005-2020.美国医院中阿片类药物使用障碍患者的医疗服务利用趋势：2005 - 2020年住院时间、总费用及成本分析
BMC Health Serv Res. 2025 Jul 4;25(1):927. doi: 10.1186/s12913-025-13095-9.
5
Selective neoadjuvant therapy of rectal cancer patients (SELREC): study protocol for a European randomised controlled, open, multicentre non-inferiority trial.直肠癌患者的选择性新辅助治疗（SELREC）：一项欧洲随机对照、开放、多中心非劣效性试验的研究方案
BMJ Open. 2025 Jun 26;15(6):e092807. doi: 10.1136/bmjopen-2024-092807.
6
AdapTree: Data-Driven Approach to Assessing Plant Stress Through the AI-Sensor Synergy.适应树：通过人工智能与传感器协同作用评估植物胁迫的数据驱动方法。
Sensors (Basel). 2025 May 16;25(10):3149. doi: 10.3390/s25103149.
7
Effects of Blood Flow Restriction Resistance Exercise Versus Traditional Resistance Exercise in Voluntary Exhaustion on Quadriceps Muscle Adaptations in Untrained Young Males: A Randomized Trial.血流限制阻力运动与传统阻力运动对未经训练的年轻男性股四头肌自愿力竭时肌肉适应性的影响：一项随机试验。
Medicina (Kaunas). 2025 Apr 26;61(5):804. doi: 10.3390/medicina61050804.
8
The effect of COVID-19 vaccination on change in contact and implications for transmission.2019冠状病毒病疫苗接种对接触变化及传播影响
Epidemics. 2025 Jun;51:100827. doi: 10.1016/j.epidem.2025.100827. Epub 2025 Apr 9.
9
Prevalence of low back pain in hemodialysis patients: A systematic review and meta-analysis with Grading of Recommendations Assessment, Development, and Evaluation evidence classification.血液透析患者中腰痛的患病率：一项基于推荐分级评估、制定与评价证据分类的系统评价和荟萃分析
J Craniovertebr Junction Spine. 2025 Jan-Mar;16(1):16-25. doi: 10.4103/jcvjs.jcvjs_192_24. Epub 2025 Apr 1.
10
Race- and sex-specific differences in the risk of incident hearing loss and associated factors.新发听力损失风险及相关因素的种族和性别特异性差异。
Sci Rep. 2025 Apr 19;15(1):13524. doi: 10.1038/s41598-025-96937-0.
本文引用的文献
1
The Use of Sample Weights in Hot Deck Imputation.热卡填充中样本权重的使用。
J Off Stat. 2009;25(1):21-36.
2
Extensions of the penalized spline of propensity prediction method of imputation.倾向评分预测插补方法的惩罚样条扩展。
Biometrics. 2009 Sep;65(3):911-8. doi: 10.1111/j.1541-0420.2008.01155.x. Epub 2008 Nov 13.
3
Multiple imputation using an iterative hot-deck with distance-based donor selection.使用基于距离的供体选择的迭代热插补法进行多重填补。
Stat Med. 2008 Jan 15;27(1):83-102. doi: 10.1002/sim.3001.
4
A hot-deck multiple imputation procedure for gaps in longitudinal data on recurrent events.用于重复事件纵向数据缺失值的热卡多重填补程序。
Stat Med. 2008 Jan 15;27(1):103-20. doi: 10.1002/sim.2939.
5
Doubly robust estimation in missing data and causal inference models.缺失数据与因果推断模型中的双重稳健估计
Biometrics. 2005 Dec;61(4):962-73. doi: 10.1111/j.1541-0420.2005.00377.x.
6
A comparison of imputation methods in a longitudinal randomized clinical trial.一项纵向随机临床试验中插补方法的比较。
Stat Med. 2005 Jul 30;24(14):2111-28. doi: 10.1002/sim.2099.
7
Imputations of missing values in practice: results from imputations of serum cholesterol in 28 cohort studies.实践中缺失值的插补：28项队列研究中血清胆固醇插补的结果。
Am J Epidemiol. 2004 Jul 1;160(1):34-45. doi: 10.1093/aje/kwh175.
8
On weighting the rates in non-response weights.关于对无应答权重中的比率进行加权。
Stat Med. 2003 May 15;22(9):1589-99. doi: 10.1002/sim.1513.
9
Use of the mean, hot deck and multiple imputation techniques to predict outcome in intensive care unit patients in Colombia.使用均值、热卡填充法和多重填补技术预测哥伦比亚重症监护病房患者的预后。
Stat Med. 2002 Dec 30;21(24):3885-96. doi: 10.1002/sim.1391.
10
Attrition in longitudinal studies. How to deal with missing data.纵向研究中的失访。如何处理缺失数据。
J Clin Epidemiol. 2002 Apr;55(4):329-37. doi: 10.1016/s0895-4356(01)00476-0.
Zotero 插件