A two‐part model for censored medical cost data

Lü Tian, Jie Huang

Type: Article

Publication Date: 2007-02-28

Citations: 31

DOI: https://doi.org/10.1002/sim.2847

View

Locations

PubMed - View
Statistics in Medicine - View

Similar Works

Action	Title	Year	Authors
+	Generalized Redistribute-to-the-Right Algorithm: Application to the Analysis of Censored Cost Data	2013	Shuai Chen Hongwei Zhao
+	Modeling and Analysis of Cost Data	2019	Shizhe Chen XH Andrew Zhou
+	Estimating the quantile medical cost under time-dependent covariates and right censored time-to-event variable based on a state process	2019	Xiufang Liu Dianliang Deng Dehui Wang
+	Modeling right-censored medical cost data in regression and the effects of covariates	2018	Lu Deng Wendy Lou Nicholas Mitsakakis
+ PDF Chat	Joint Model for Estimating the Asymmetric Distribution of Medical Costs Based on a History Process	2023	Simeng Li Dianliang Deng Yuecai Han Dingwen Zhang
+	Model of the Cost Data from Medical Insurance with High-dimension Covariates	2013	Wei-Wei Wang
+	Marginalized two-part models for semicontinuous data with application to medical costs	2015	Valerie A. Smith
+	The weighted general linear model for longitudinal medical cost data – an application in colorectal cancer	2016	Yi Ting Hwang Chia‐Hui Huang Wanlin Yeh Yingjia Shen
+	Nonparametric estimation of medical cost quantiles in the presence of competing terminal events	2017	Mei‐Cheng Wang Yifei Sun
+	An improved survival estimator for censored medical costs with a kernel approach	2017	Shuai Chen Wenbin Lu Hongwei Zhao
+ PDF Chat	Bootstrap confidence intervals for medical costs with censored observations	2004	Hongyu Jiang Xiao‐Hua Zhou
+ PDF Chat	Instrumental variable analysis for cost outcome: Application to the effect of primary care visit on medical cost among low‐income adults	2023	Dexiang Gao Junxiao Hu Cathy J. Bradley Fan Yang
+	ccostr: Estimation of Mean Costs in Censored Data	2019	Lars Boerty Rasmus Broendum Martin Boegsted
+	Testing and Correcting for Non-Random Selection Bias due to Censoring: An Application to Medical Costs	2003	O. Başer Cathy J. Bradley Joseph C. Gardiner Charles W. Given
+ PDF Chat	Lognormal Distribution in Health Insurance: Interval Estimation Methods for the Average Cost and Correction of Truncated Values	2019	Marli Amorim Joana Fernandes Teresa Alpuim
+	Empirical likelihood‐based confidence intervals for mean medical cost with censored data	2017	Jenny Jeyarajah Gengsheng Qin
+ PDF Chat	ccostr: An R package for estimating mean costs with censored data	2019	Lars Børty Rasmus Froberg Brøndum Martin Bøgsted
+	Estimating medical costs with censored data	2000	Heejung Bang
+	Net‐benefit regression with censored cost‐effectiveness data from randomized or observational studies	2022	Shuai Chen Jeffrey S. Hoch
+	A flexible quantile regression model for medical costs with application to Medical Expenditure Panel Survey Study	2018	Xiaobing Zhao Weiwei Wang Lei Liu Ya‐Chen Tina Shih

Cited by (12)

Action	Title	Year	Authors
+	Causal inference with a quantitative exposure	2012	Zhiwei Zhang Jie Zhou Weihua Cao Jun Zhang
+ PDF Chat	Is the choice of the statistical model relevant in the cost estimation of patients with chronic diseases? An empirical approach by the Piedmont Diabetes Registry	2015	Eva Pagano Alessio Petrelli Roberta Picariello Franco Merletti Roberto Gnavi Graziella Bruno
+	Joint analysis of longitudinal data and recurrent episodes data with application to medical cost analysis	2012	Liang Zhu Hui Zhao Jianguo Sun Stanley Pounds Hui Zhang
+	Variable selection for random effects two-part models	2018	Dongxiao Han Lei Liu Xiaogang Su Bankole A. Johnson Liuquan Sun
+ PDF Chat	Propensity score and doubly robust methods for estimating the effect of treatment on censored cost	2015	Jiaqi Li Elizabeth A. Handorf Justin E. Bekelman Nandita Mitra
+ PDF Chat	A two‐part model for reference curve estimation subject to a limit of detection	2011	Z. Zhang O. Yaw Addo John H. Himes M L Hediger Paul S. Albert Audra L. Gollenberg P. A. Lee Germaine M. Buck Louis
+	Inferences for the distribution of the duration of response in a comparative clinical study	2024	Ying Cui Bo Huang Lu Mao Hajime Uno L. J. Wei Lü Tian
+	Survival models for cost data: The forgotten additive approach	2008	Eva Pagano Michele Petrinco Alessandro Desideri Riccardo Bigi Franco Merletti Darío Gregori
+	A random effects four-part model, with application to correlated medical costs	2008	Lei Liu Mark R. Conaway William A. Knaus James D. Bergin
+ PDF Chat	Marginal Models for Censored Longitudinal Cost Data: Appropriate Working Variance Matrices in Inverse-Probability-Weighted GEEs Can Improve Precision	2011	Eleanor Pullenayegum Andrew R. Willan
+ PDF Chat	SPATIAL LIMITED DEPENDENT VARIABLE MODELS: A REVIEW FOCUSED ON SPECIFICATION, ESTIMATION, AND HEALTH ECONOMICS APPLICATIONS	2019	Anna Gloria Billé Giuseppe Arbia
+	Evaluating costs with unmeasured confounding: A sensitivity analysis for the treatment effect	2013	Elizabeth A. Handorf Justin E. Bekelman Daniel F. Heitjan Nandita Mitra

Citing (26)

Action	Title	Year	Authors
+	Model‐Checking Techniques Based on Cumulative Residuals	2002	D. Y. Lin L. J. Wei Z. Ying
+	Longitudinal Data Analysis for Discrete and Continuous Outcomes	1986	Scott L. Zeger Kung‐Yee Liang
+	A Two-Part Random-Effects Model for Semicontinuous Longitudinal Data	2001	Maren K. Olsen Joseph L. Schafer
+ PDF Chat	Semi-parametric single-index two-part regression models	2004	Xiao‐Hua Zhou Hua Liang
+	Comparison of Several Independent Population Means When Their Samples Contain Log‐Normal and Possibly Zero Observations	1999	Xiao‐Hua Zhou Wanzhu Tu
+	Joint Regression Analysis of Survival and Quality‐Adjusted Survival	2001	Jason P. Fine Richard D. Gelber
+	Locally Efficient Estimation of the Quality‐Adjusted Lifetime Distribution with Right‐Censored Data and Covariates	1999	Mark J. van der Laan Alan Hubbard
+ PDF Chat	Checking the Cox model with cumulative sums of martingale-based residuals	1993	D. Y. Lin L. J. Wei Z. Ying
+	A consistent estimator for the distribution of quality adjusted survival time	1997	Hongwei Zhao Anastasios A. Tsiatis
+	Median Regression with Censored Cost Data	2002	Heejung Bang Anastasios A. Tsiatis
+	Estimation of Regression Coefficients When Some Regressors are not Always Observed	1994	James M. Robins Andrea Rotnitzky Lue Ping Zhao
+	Efficient Estimation of the Distribution of Quality‐Adjusted Survival Time	1999	Hongwei Zhao Anastasios A. Tsiatis
+ PDF Chat	Counting Processes and Survival Analysis.	1992	Dorota M. Dabrowska Thomas R. Fleming David P. Harrington
+	On Estimating Medical Cost and Incremental Cost-Effectiveness Ratios with Censored Data	2001	Hongwei Zhao Lili Tian
+	Regression analysis of incomplete medical cost data	2003	D. Y. Lin
+	Regression Analysis of Health Care Charges with Heteroscedasticity	2001	Xiao‐Hua Zhou Kevin T. Stroupe William M. Tierney
+	Monte Carlo evidence on the choice between sample selection and two-part models	1987	Willard G. Manning Naihua Duan William H. Rogers
+	Improving generalised estimating equations using quadratic inference functions	2000	Annie Qu
+	Estimation of Relationships for Limited Dependent Variables	1958	James Tobin
+ PDF Chat	Linear regression analysis of censored medical costs	2000	D. Y. Lin
+	Estimating medical costs with censored data	2000	Heejung Bang
+	Longitudinal data analysis using generalized linear models	1986	Kung‐Yee Liang Scott L. Zeger
+	Confidence Intervals for the Mean of Diagnostic Test Charge Data Containing Zeros	2000	Xiao‐Hua Zhou Wanzhu Tu
+ PDF Chat	Flexible hazard regression modeling for medical cost data	2002	Abhinav Jain
+ PDF Chat	Generalized modeling approaches to risk adjustment of skewed outcomes data	2005	Willard G. Manning Anirban Basu John Mullahy
+	Much ado about two: reconsidering retransformation and the two-part model in health econometrics	1998	John Mullahy