Lifetime Data Anal - Nonparametric estimation of current status data with dependent censoring.

Tópicos

{ estim(2440) model(1874) function(577) }
{ framework(1458) process(801) describ(734) }
{ state(1844) use(1261) util(961) }
{ control(1307) perform(991) simul(935) }
{ featur(1941) imag(1645) propos(1176) }
{ group(2977) signific(1463) compar(1072) }
{ can(774) often(719) complex(702) }
{ take(945) account(800) differ(722) }
{ algorithm(1844) comput(1787) effici(935) }
{ method(1557) propos(1049) approach(1037) }
{ import(1318) role(1303) understand(862) }
{ can(981) present(881) function(850) }
{ high(1669) rate(1365) level(1280) }
{ use(976) code(926) identifi(902) }
{ inform(2794) health(2639) internet(1427) }
{ network(2748) neural(1063) input(814) }
{ studi(2440) review(1878) systemat(933) }
{ problem(2511) optim(1539) algorithm(950) }
{ howev(809) still(633) remain(590) }
{ research(1085) discuss(1038) issu(1018) }
{ model(2341) predict(2261) use(1141) }
{ visual(1396) interact(850) tool(830) }
{ model(3480) simul(1196) paramet(876) }
{ patient(2837) hospit(1953) medic(668) }
{ data(2317) use(1299) case(1017) }
{ sampl(1606) size(1419) use(1276) }
{ structur(1116) can(940) graph(676) }
{ use(1733) differ(960) four(931) }
{ activ(1452) weight(1219) physic(1104) }
{ model(3404) distribut(989) bayesian(671) }
{ imag(1947) propos(1133) code(1026) }
{ data(1737) use(1416) pattern(1282) }
{ system(1976) rule(880) can(841) }
{ measur(2081) correl(1212) valu(896) }
{ imag(1057) registr(996) error(939) }
{ bind(1733) structur(1185) ligand(1036) }
{ sequenc(1873) structur(1644) protein(1328) }
{ method(1219) similar(1157) match(930) }
{ featur(3375) classif(2383) classifi(1994) }
{ imag(2830) propos(1344) filter(1198) }
{ imag(2675) segment(2577) method(1081) }
{ patient(2315) diseas(1263) diabet(1191) }
{ motion(1329) object(1292) video(1091) }
{ assess(1506) score(1403) qualiti(1306) }
{ treatment(1704) effect(941) patient(846) }
{ surgeri(1148) surgic(1085) robot(1054) }
{ error(1145) method(1030) estim(1020) }
{ chang(1828) time(1643) increas(1301) }
{ learn(2355) train(1041) set(1003) }
{ concept(1167) ontolog(924) domain(897) }
{ clinic(1479) use(1117) guidelin(835) }
{ extract(1171) text(1153) clinic(932) }
{ data(1714) softwar(1251) tool(1186) }
{ design(1359) user(1324) use(1319) }
{ model(2220) cell(1177) simul(1124) }
{ care(1570) inform(1187) nurs(1089) }
{ general(901) number(790) one(736) }
{ method(984) reconstruct(947) comput(926) }
{ search(2224) databas(1162) retriev(909) }
{ case(1353) use(1143) diagnosi(1136) }
{ data(3963) clinic(1234) research(1004) }
{ studi(1410) differ(1259) use(1210) }
{ risk(3053) factor(974) diseas(938) }
{ perform(999) metric(946) measur(919) }
{ system(1050) medic(1026) inform(1018) }
{ compound(1573) activ(1297) structur(1058) }
{ perform(1367) use(1326) method(1137) }
{ studi(1119) effect(1106) posit(819) }
{ blood(1257) pressur(1144) flow(957) }
{ spatial(1525) area(1432) region(1030) }
{ record(1888) medic(1808) patient(1693) }
{ health(3367) inform(1360) care(1135) }
{ monitor(1329) mobil(1314) devic(1160) }
{ ehr(2073) health(1662) electron(1139) }
{ research(1218) medic(880) student(794) }
{ model(2656) set(1616) predict(1553) }
{ age(1611) year(1155) adult(843) }
{ medic(1828) order(1363) alert(1069) }
{ signal(2180) analysi(812) frequenc(800) }
{ cost(1906) reduc(1198) effect(832) }
{ gene(2352) biolog(1181) express(1162) }
{ data(3008) multipl(1320) sourc(1022) }
{ first(2504) two(1366) second(1323) }
{ intervent(3218) particip(2042) group(1664) }
{ activ(1138) subject(705) human(624) }
{ time(1939) patient(1703) rate(768) }
{ patient(1821) servic(1111) care(1106) }
{ use(2086) technolog(871) perceiv(783) }
{ analysi(2126) use(1163) compon(1037) }
{ health(1844) social(1437) communiti(874) }
{ cancer(2502) breast(956) screen(824) }
{ drug(1928) target(777) effect(648) }
{ result(1111) use(1088) new(759) }
{ implement(1333) system(1263) develop(1122) }
{ survey(1388) particip(1329) question(1065) }
{ decis(3086) make(1611) patient(1517) }
{ process(1125) use(805) approach(778) }
{ method(1969) cluster(1462) data(1082) }
{ method(2212) result(1239) propos(1039) }
{ detect(2391) sensit(1101) algorithm(908) }

Resumo

This paper discusses nonparametric estimation of a survival function when one observes only current status data (McKeown and Jewell, Lifetime Data Anal 16:215-230, 2010; Sun, The statistical analysis of interval-censored failure time data, 2006; Sun and Sun, Can J Stat 33:85-96, 2005). In this case, each subject is observed only once and the failure time of interest is observed to be either smaller or larger than the observation or censoring time. If the failure time and the observation time can be assumed to be independent, several methods have been developed for the problem. Here we will focus on the situation where the independent assumption does not hold and propose two simple estimation procedures under the copula model framework. The proposed estimates allow one to perform sensitivity analysis or identify the shape of a survival function among other uses. A simulation study performed indicates that the two methods work well and they are applied to a motivating example from a tumorigenicity study.

Resumo Limpo

paper discuss nonparametr estim surviv function one observ current status data mckeown jewel lifetim data anal sun statist analysi intervalcensor failur time data sun sun can j stat case subject observ failur time interest observ either smaller larger observ censor time failur time observ time can assum independ sever method develop problem will focus situat independ assumpt hold propos two simpl estim procedur copula model framework propos estim allow one perform sensit analysi identifi shape surviv function among use simul studi perform indic two method work well appli motiv exampl tumorigen studi

Resumos Similares

Lifetime Data Anal - Regression analysis based on conditional likelihood approach under semi-competing risks data. ( 0,8778691428449 )
Lifetime Data Anal - Estimation of treatment effects based on possibly misspecified Cox regression. ( 0,86835103657126 )
Lifetime Data Anal - Regression analysis for cumulative incidence probability under competing risks and left-truncated sampling. ( 0,864575663992475 )
Med Decis Making - Generalized additive models for the analysis of EQ-5D utility data. ( 0,862581152336957 )
Med Decis Making - Adjusting survival time estimates to account for treatment switching in randomized controlled trials--an economic evaluation context: methods, limitations, and recommendations. ( 0,856830764165127 )
Comput Methods Programs Biomed - Flexible multivariate marginal models for analyzing multivariate longitudinal data, with applications in R. ( 0,856205126965196 )
Lifetime Data Anal - Marginal semiparametric multivariate accelerated failure time model with generalized estimating equations. ( 0,856172657475886 )
Lifetime Data Anal - A generalization of Turnbull's estimator for nonparametric estimation of the conditional survival function with interval-censored data. ( 0,855374894769688 )
Lifetime Data Anal - Local linear estimation of concordance probability with application to covariate effects models on association for bivariate failure-time data. ( 0,854302733957832 )
Lifetime Data Anal - Nonparametric estimation of the cumulative intensities in an interval censored competing risks model. ( 0,849799703173107 )
Lifetime Data Anal - A two-stage estimation in the Clayton-Oakes model with marginal linear transformation models for multivariate failure time data. ( 0,845798684204521 )
Neural Comput - Reliability of information-based integration of EEG and fMRI data: a simulation study. ( 0,838598553097761 )
Med Decis Making - Underestimation of uncertainties in health utilities derived from mapping algorithms involving health-related quality-of-life measures: statistical explanations and potential remedies. ( 0,838581938629074 )
Res Synth Methods - Comparison of statistical inferences from the DerSimonian-Laird and alternative random-effects model meta-analyses - an empirical assessment of 920 Cochrane primary outcome meta-analyses. ( 0,838432920762132 )
Lifetime Data Anal - A pool-adjacent-violators type algorithm for non-parametric estimation of current status data with dependent censoring. ( 0,835298643585467 )
Lifetime Data Anal - Likelihood ratio procedures and tests of fit in parametric and semiparametric copula models with censored data. ( 0,830732072803107 )
Neural Comput - Firing variability is higher than deduced from the empirical coefficient of variation. ( 0,829035087016982 )
Lifetime Data Anal - Semiparametric additive marginal regression models for multiple type recurrent events. ( 0,82890812860081 )
Lifetime Data Anal - Profile local linear estimation of generalized semiparametric regression model for longitudinal data. ( 0,827037548081053 )
Lifetime Data Anal - On estimation of linear transformation models with nested case-control sampling. ( 0,824888073191726 )
Lifetime Data Anal - Pseudo-observations for competing risks with covariate dependent censoring. ( 0,823495236988222 )
Lifetime Data Anal - The beta modified Weibull distribution. ( 0,820669640743936 )
Med Decis Making - Regression estimators for generic health-related quality of life and quality-adjusted life years. ( 0,819430447311872 )
Lifetime Data Anal - Predictive comparison of joint longitudinal-survival modeling: a case study illustrating competing approaches. ( 0,819352513969952 )
Lifetime Data Anal - Nonparametric quasi-likelihood for right censored data. ( 0,819256672360224 )
Res Synth Methods - Robust variance estimation in meta-regression with dependent effect size estimates. ( 0,81797985193218 )
Lifetime Data Anal - Evaluating hospital readmission rates in dialysis facilities; adjusting for hospital effects. ( 0,817775960667747 )
Med Decis Making - Calculating Utility Decrements Associated With an Adverse Event: Marginal Tobit and CLAD Coefficients Should Be Used With Caution. ( 0,810187888855659 )
Med Decis Making - Eliciting benefit-risk preferences and probability-weighted utility using choice-format conjoint analysis. ( 0,809805051102407 )
Lifetime Data Anal - Estimating treatment effects on the marginal recurrent event mean in the presence of a terminating event. ( 0,808406908944706 )
Lifetime Data Anal - Events per variable for risk differences and relative risks using pseudo-observations. ( 0,80682116393163 )
Lifetime Data Anal - Semiparametric methods for center effect measures based on the ratio of survival functions. ( 0,801790229217584 )
Lifetime Data Anal - Imputation for semiparametric transformation models with biased-sampling data. ( 0,800211922021908 )
Lifetime Data Anal - A hierarchical frailty model applied to two-generation melanoma data. ( 0,795198344968634 )
Comput Methods Programs Biomed - mmm: an R package for analyzing multivariate longitudinal data with multivariate marginal models. ( 0,794751428939552 )
Res Synth Methods - Combining study outcome measures using dominance adjusted weights. ( 0,789425763260881 )
IEEE Trans Pattern Anal Mach Intell - Covariate Shift Adaptation for Discriminative 3D Pose Estimation. ( 0,789038200837267 )
Res Synth Methods - Robust variance estimation with dependent effect sizes: practical considerations including a software tutorial in Stata and spss. ( 0,787892936476064 )
Lifetime Data Anal - Estimation in a competing risks proportional hazards model under length-biased sampling with censoring. ( 0,787689023836636 )
Comput Methods Programs Biomed - Poisson regression models outperform the geometrical model in estimating the peak-to-trough ratio of seasonal variation: a simulation study. ( 0,787593535144237 )
J. Comput. Biol. - An optimization-based sampling scheme for phylogenetic trees. ( 0,787017862102566 )
Lifetime Data Anal - Robust inference in discrete hazard models for randomized clinical trials. ( 0,78622055484231 )
Lifetime Data Anal - Cox regression for mixed case interval-censored data with covariate errors. ( 0,785886435476737 )
Comput Methods Programs Biomed - A simulation procedure based on copulas to generate clustered multi-state survival data. ( 0,784129108297486 )
Lifetime Data Anal - Simultaneous marginal survival estimators when doubly censored data is present. ( 0,783439075068887 )
Lifetime Data Anal - Computationally simple estimation and improved efficiency for special cases of double truncation. ( 0,783135108644051 )
Lifetime Data Anal - Marginal hazard regression for correlated failure time data with auxiliary covariates. ( 0,780440603671711 )
Comput Methods Programs Biomed - Model based period analysis of absolute and relative survival with R: data preparation, model fitting and derivation of survival estimates. ( 0,777581106258979 )
Comput Methods Programs Biomed - The Survival Kit: software to analyze survival data including possibly correlated random effects. ( 0,772950831451255 )
Res Synth Methods - Semiparametric hazard function estimation in meta-analysis for time to event data. ( 0,771215850771743 )
IEEE Trans Image Process - Maximum likelihood orientation estimation of 1-D patterns in Laguerre-Gauss subspaces. ( 0,771182732840336 )
Comput Math Methods Med - Gray's time-varying coefficients model for posttransplant survival of pediatric liver transplant recipients with a diagnosis of cancer. ( 0,770376212465342 )
Lifetime Data Anal - A functional inference for multivariate current status data with mismeasured covariate. ( 0,769687166926295 )
Neural Comput - ParceLiNGAM: a causal ordering method robust against latent confounders. ( 0,76697603780145 )
Lifetime Data Anal - A proportional hazards regression model with change-points in the baseline function. ( 0,766206386114603 )
Lifetime Data Anal - Statistical inference based on the nonparametric maximum likelihood estimator under double-truncation. ( 0,766177488573947 )
Lifetime Data Anal - Additive-multiplicative rates model for recurrent events. ( 0,763555090771507 )
Comput Math Methods Med - Methodological framework for estimating the correlation dimension in HRV signals. ( 0,762400329269663 )
J Chem Inf Model - Estimation of environment-related properties of chemicals for design of sustainable processes: development of group-contribution+ (GC+) property models and uncertainty analysis. ( 0,761249732374773 )
Lifetime Data Anal - Non-crossing weighted kernel quantile regression with right censored data. ( 0,759639897295184 )
Lifetime Data Anal - Quantifying the average of the time-varying hazard ratio via a class of transformations. ( 0,758329042311068 )
Lifetime Data Anal - Comparison of estimators in nested case-control studies with multiple outcomes. ( 0,757425777934475 )
Comput Math Methods Med - Application of seemingly unrelated regression in medical data with intermittently observed time-dependent covariates. ( 0,755702917187836 )
IEEE Trans Pattern Anal Mach Intell - Learning Graphical Model Parameters with Approximate Marginal Inference. ( 0,751571592708471 )
Lifetime Data Anal - A copula model for marked point processes. ( 0,750122011401913 )
Neural Comput - An estimation of generalized bradley-terry models based on the em algorithm. ( 0,743603851034493 )
Lifetime Data Anal - Models and estimation for systems with recurrent events and usage processes. ( 0,740295990159166 )
Lifetime Data Anal - Proportional hazards regression in the presence of missing study eligibility information. ( 0,736395266080447 )
Lifetime Data Anal - Nonparametric estimation with recurrent competing risks data. ( 0,735218441224314 )
IEEE Trans Pattern Anal Mach Intell - Maximum Likelihood Estimation of Depth Maps Using Photometric Stereo. ( 0,73441144889886 )
Lifetime Data Anal - Estimation of cumulative incidence functions when the lifetime distributions are uniformly stochastically ordered. ( 0,731081516335828 )
Lifetime Data Anal - Linear regression analysis of survival data with missing censoring indicators. ( 0,730459535473494 )
IEEE Trans Image Process - A tuned mesh-generation strategy for image representation based on data-dependent triangulation. ( 0,729844857580159 )
Lifetime Data Anal - Proportional hazards regression with interval censored data using an inverse probability weight. ( 0,72764811732269 )
Comput. Biol. Med. - Identification of a model of non-esterified fatty acids dynamics through genetic algorithms: the case of women with a history of gestational diabetes. ( 0,727090254299359 )
Comput Math Methods Med - Reliable and efficient approach of BOLD signal with dual Kalman filtering. ( 0,724881052503636 )
Res Synth Methods - Meta-analysis of time-to-event data: a comparison of two-stage methods. ( 0,724595015347933 )
Lifetime Data Anal - Estimation of odds of concordance based on the Aalen additive model. ( 0,724511313535117 )
Lifetime Data Anal - Robust methods to improve efficiency and reduce bias in estimating survival curves in randomized clinical trials. ( 0,720785861302035 )
Neural Comput - On quadrature methods for refractory point process likelihoods. ( 0,718614942447168 )
Lifetime Data Anal - Survival estimation through the cumulative hazard function with monotone natural cubic splines. ( 0,71787522099985 )
Med Decis Making - Valuing SF-6D Health States Using a Discrete Choice Experiment. ( 0,714958651591219 )
Lifetime Data Anal - A flexible semiparametric transformation model for recurrent event data. ( 0,714053468319446 )
Lifetime Data Anal - Comparison of stopped Cox regression with direct methods such as pseudo-values and binomial regression. ( 0,711478211693857 )
J. Comput. Biol. - Improved harmonic mean estimator for phylogenetic model evidence. ( 0,709490583731621 )
Comput Methods Programs Biomed - Bayesian Decision Trees for predicting survival of patients: a study on the US National Trauma Data Bank. ( 0,709381389335633 )
IEEE Trans Image Process - The sparse matrix transform for covariance estimation and analysis of high dimensional signals. ( 0,707976670843826 )
Neural Comput - A framework for evaluating pairwise and multiway synchrony among stimulus-driven neurons. ( 0,707866688576843 )
Brief. Bioinformatics - On the validity of time-dependent AUC estimators. ( 0,707300286612976 )
Lifetime Data Anal - Nonparametric estimation of the conditional mean residual life function with censored data. ( 0,707105475832948 )
Neural Comput - Least squares estimation without priors or supervision. ( 0,705242141817765 )
Lifetime Data Anal - Matched survival data in a co-twin control design. ( 0,704846350858021 )
Lifetime Data Anal - Confidence bands for the difference between two median survival times as a function of covariates. ( 0,704160770129866 )
J Chem Inf Model - A robust boosting regression tree with applications in quantitative structure-activity relationship studies of organic compounds. ( 0,702574257778158 )
Comput Methods Programs Biomed - A warning concerning the estimation of multinomial logistic models with correlated responses in SAS. ( 0,702385935932744 )
Med Decis Making - Scoring the 5-level EQ-5D: can latent utilities derived from a discrete choice model be transformed to health utilities derived from time tradeoff tasks? ( 0,701528103933873 )
Comput Math Methods Med - Survival data analysis with time-dependent covariates using generalized additive models. ( 0,701491367701875 )
Neural Comput - Nonparametric estimation of K?llback-Leibler divergence. ( 0,701296374756097 )
Comput Methods Programs Biomed - The mstate package for estimation and prediction in non- and semi-parametric multi-state and competing risks models. ( 0,701166092469264 )
Lifetime Data Anal - A general joint model for longitudinal measurements and competing risks survival data with heterogeneous random effects. ( 0,700305150649073 )