Lifetime Data Anal - Nonparametric estimation with recurrent competing risks data.

Tópicos

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

Resumo

Nonparametric estimators of component and system life distributions are developed and presented for situations where recurrent competing risks data from series systems are available. The use of recurrences of components' failures leads to improved efficiencies in statistical inference, thereby leading to resource-efficient experimental or study designs or improved inferences about the distributions governing the event times. Finite and asymptotic properties of the estimators are obtained through simulation studies and analytically. The detrimental impact of parametric model misspecification is also vividly demonstrated, lending credence to the virtue of adopting nonparametric or semiparametric models, especially in biomedical settings. The estimators are illustrated by applying them to a data set pertaining to car repairs for vehicles that were under warranty.

Resumo Limpo

nonparametr estim compon system life distribut develop present situat recurr compet risk data seri system avail use recurr compon failur lead improv effici statist infer therebi lead resourceeffici experiment studi design improv infer distribut govern event time finit asymptot properti estim obtain simul studi analyt detriment impact parametr model misspecif also vivid demonstr lend credenc virtu adopt nonparametr semiparametr model especi biomed set estim illustr appli data set pertain car repair vehicl warranti

Resumos Similares

Lifetime Data Anal - Statistical inference based on the nonparametric maximum likelihood estimator under double-truncation. ( 0,810229990555106 )
Lifetime Data Anal - A generalization of Turnbull's estimator for nonparametric estimation of the conditional survival function with interval-censored data. ( 0,800015304934886 )
Lifetime Data Anal - Profile local linear estimation of generalized semiparametric regression model for longitudinal data. ( 0,798399702507662 )
Med Decis Making - Adjusting survival time estimates to account for treatment switching in randomized controlled trials--an economic evaluation context: methods, limitations, and recommendations. ( 0,796573774484365 )
J. Comput. Biol. - An optimization-based sampling scheme for phylogenetic trees. ( 0,79474974617192 )
Med Decis Making - Generalized additive models for the analysis of EQ-5D utility data. ( 0,793302831673283 )
Lifetime Data Anal - Pseudo-observations for competing risks with covariate dependent censoring. ( 0,79019475907913 )
Med Decis Making - Eliciting benefit-risk preferences and probability-weighted utility using choice-format conjoint analysis. ( 0,789256449951878 )
Lifetime Data Anal - Regression analysis for cumulative incidence probability under competing risks and left-truncated sampling. ( 0,789146872010405 )
Lifetime Data Anal - Marginal semiparametric multivariate accelerated failure time model with generalized estimating equations. ( 0,78613963005541 )
Lifetime Data Anal - Nonparametric estimation of the cumulative intensities in an interval censored competing risks model. ( 0,785281642308093 )
Lifetime Data Anal - A two-stage estimation in the Clayton-Oakes model with marginal linear transformation models for multivariate failure time data. ( 0,783654860625545 )
Neural Comput - Firing variability is higher than deduced from the empirical coefficient of variation. ( 0,783373811443296 )
Lifetime Data Anal - On estimation of linear transformation models with nested case-control sampling. ( 0,78247634945645 )
Lifetime Data Anal - Estimation of treatment effects based on possibly misspecified Cox regression. ( 0,778070109982889 )
Lifetime Data Anal - Likelihood ratio procedures and tests of fit in parametric and semiparametric copula models with censored data. ( 0,777915508716452 )
Lifetime Data Anal - A flexible semiparametric transformation model for recurrent event data. ( 0,770711104462218 )
Lifetime Data Anal - Nonparametric quasi-likelihood for right censored data. ( 0,769171571312743 )
Neural Comput - Reliability of information-based integration of EEG and fMRI data: a simulation study. ( 0,767006191018422 )
Neural Comput - A framework for evaluating pairwise and multiway synchrony among stimulus-driven neurons. ( 0,766904461767308 )
Lifetime Data Anal - A pool-adjacent-violators type algorithm for non-parametric estimation of current status data with dependent censoring. ( 0,76663327468577 )
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. ( 0,765807339426971 )
Lifetime Data Anal - Imputation for semiparametric transformation models with biased-sampling data. ( 0,765299766982247 )
Comput Math Methods Med - A gradient boosting algorithm for survival analysis via direct optimization of concordance index. ( 0,764827455268412 )
Comput Math Methods Med - Gray's time-varying coefficients model for posttransplant survival of pediatric liver transplant recipients with a diagnosis of cancer. ( 0,763785506538613 )
Comput Methods Programs Biomed - A simulation procedure based on copulas to generate clustered multi-state survival data. ( 0,763155710850773 )
Lifetime Data Anal - Predictive comparison of joint longitudinal-survival modeling: a case study illustrating competing approaches. ( 0,763134288141396 )
Comput Methods Programs Biomed - mmm: an R package for analyzing multivariate longitudinal data with multivariate marginal models. ( 0,760387028901718 )
Lifetime Data Anal - Semiparametric additive marginal regression models for multiple type recurrent events. ( 0,758777162919115 )
Res Synth Methods - Robust variance estimation in meta-regression with dependent effect size estimates. ( 0,755618428785112 )
Lifetime Data Anal - A functional inference for multivariate current status data with mismeasured covariate. ( 0,753962103149146 )
Lifetime Data Anal - Events per variable for risk differences and relative risks using pseudo-observations. ( 0,753918938003355 )
Lifetime Data Anal - Estimating treatment effects on the marginal recurrent event mean in the presence of a terminating event. ( 0,753502955636709 )
Lifetime Data Anal - Regression analysis based on conditional likelihood approach under semi-competing risks data. ( 0,753314217455704 )
Lifetime Data Anal - Parametric survival densities from phase-type models. ( 0,753193329149217 )
Lifetime Data Anal - Linear regression analysis of survival data with missing censoring indicators. ( 0,750168381163188 )
Res Synth Methods - Semiparametric hazard function estimation in meta-analysis for time to event data. ( 0,749013161303916 )
Lifetime Data Anal - Semiparametric methods for center effect measures based on the ratio of survival functions. ( 0,747644801147104 )
Comput Methods Programs Biomed - Model based period analysis of absolute and relative survival with R: data preparation, model fitting and derivation of survival estimates. ( 0,745139005867269 )
Neural Comput - Least squares estimation without priors or supervision. ( 0,744998075770239 )
Lifetime Data Anal - Robust inference in discrete hazard models for randomized clinical trials. ( 0,744213941567885 )
Lifetime Data Anal - Simultaneous marginal survival estimators when doubly censored data is present. ( 0,742595315732142 )
Lifetime Data Anal - Proportional hazards regression with interval censored data using an inverse probability weight. ( 0,742191119972141 )
Med Decis Making - Calculating Utility Decrements Associated With an Adverse Event: Marginal Tobit and CLAD Coefficients Should Be Used With Caution. ( 0,74079640321098 )
Lifetime Data Anal - Local linear estimation of concordance probability with application to covariate effects models on association for bivariate failure-time data. ( 0,738076126901031 )
Comput Methods Programs Biomed - Flexible multivariate marginal models for analyzing multivariate longitudinal data, with applications in R. ( 0,737660855938523 )
Lifetime Data Anal - Estimation of cumulative incidence functions when the lifetime distributions are uniformly stochastically ordered. ( 0,737359582421188 )
Lifetime Data Anal - Nonparametric estimation of current status data with dependent censoring. ( 0,735218441224314 )
Comput Math Methods Med - An empirical likelihood method for semiparametric linear regression with right censored data. ( 0,732535099578504 )
Lifetime Data Anal - Estimation of odds of concordance based on the Aalen additive model. ( 0,730525717532287 )
Brief. Bioinformatics - On the validity of time-dependent AUC estimators. ( 0,729462161977463 )
Res Synth Methods - Combining study outcome measures using dominance adjusted weights. ( 0,728069371465181 )
Comput Methods Programs Biomed - Poisson regression models outperform the geometrical model in estimating the peak-to-trough ratio of seasonal variation: a simulation study. ( 0,727300789570592 )
Lifetime Data Anal - Semiparametric analysis of recurrent events: artificial censoring, truncation, pairwise estimation and inference. ( 0,726976764080938 )
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. ( 0,725273508847394 )
J. Comput. Biol. - Improved harmonic mean estimator for phylogenetic model evidence. ( 0,723374911788576 )
Med Decis Making - Regression estimators for generic health-related quality of life and quality-adjusted life years. ( 0,723321246448552 )
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. ( 0,721396049851629 )
Lifetime Data Anal - Computationally simple estimation and improved efficiency for special cases of double truncation. ( 0,720297701965421 )
Lifetime Data Anal - Additive-multiplicative rates model for recurrent events. ( 0,719402912654356 )
Comput Methods Programs Biomed - Bayesian Decision Trees for predicting survival of patients: a study on the US National Trauma Data Bank. ( 0,71874318314198 )
IEEE Trans Image Process - Maximum likelihood orientation estimation of 1-D patterns in Laguerre-Gauss subspaces. ( 0,718237886930134 )
Lifetime Data Anal - The beta modified Weibull distribution. ( 0,716231890015454 )
Lifetime Data Anal - Maximum likelihood analysis of semicompeting risks data with semiparametric regression models. ( 0,715995775655425 )
IEEE Trans Image Process - Nonlinearity detection in hyperspectral images using a polynomial post-nonlinear mixing model. ( 0,715004788840624 )
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. ( 0,714810771643202 )
Res Synth Methods - Confidence intervals for the between-study variance in random effects meta-analysis using generalised Cochran heterogeneity statistics. ( 0,714010693368767 )
Comput Methods Programs Biomed - Fitting semiparametric regressions for panel count survival data with an R package spef. ( 0,713445996863163 )
Lifetime Data Anal - A hierarchical frailty model applied to two-generation melanoma data. ( 0,711422345003256 )
Brief. Bioinformatics - Using cross-validation to evaluate predictive accuracy of survival risk classifiers based on high-dimensional data. ( 0,710759155583835 )
Lifetime Data Anal - Estimation in a competing risks proportional hazards model under length-biased sampling with censoring. ( 0,71024952662121 )
Neural Comput - A Monte Carlo Metropolis-Hastings algorithm for sampling from distributions with intractable normalizing constants. ( 0,710059223176778 )
Comput Math Methods Med - Application of seemingly unrelated regression in medical data with intermittently observed time-dependent covariates. ( 0,707607068596692 )
IEEE Trans Image Process - A tuned mesh-generation strategy for image representation based on data-dependent triangulation. ( 0,705226112503725 )
Neural Comput - Self-consistent learning of the environment. ( 0,703167348387644 )
Lifetime Data Anal - Competing risks with missing covariates: effect of haplotypematch on hematopoietic cell transplant patients. ( 0,702990841864953 )
Neural Comput - ParceLiNGAM: a causal ordering method robust against latent confounders. ( 0,702990841864953 )
Lifetime Data Anal - Cox regression for mixed case interval-censored data with covariate errors. ( 0,702721223885562 )
Lifetime Data Anal - Models and estimation for systems with recurrent events and usage processes. ( 0,700622130177606 )
J Integr Bioinform - ExPlanes: exploring planes in triplet data. ( 0,70016433917214 )
Lifetime Data Anal - Non-crossing weighted kernel quantile regression with right censored data. ( 0,697107388521741 )
Lifetime Data Anal - An additive-multiplicative rates model for recurrent event data with informative terminal event. ( 0,694163672623618 )
Lifetime Data Anal - Comparison of stopped Cox regression with direct methods such as pseudo-values and binomial regression. ( 0,693634281757197 )
Lifetime Data Anal - Robust methods to improve efficiency and reduce bias in estimating survival curves in randomized clinical trials. ( 0,690783909185799 )
Lifetime Data Anal - Analysis of recurrent events with non-negligible event duration, with application to assessing hospital utilization. ( 0,690678860212345 )
Comput Methods Programs Biomed - Mixture and non-mixture cure fraction models based on the generalized modified Weibull distribution with an application to gastric cancer data. ( 0,689512093561059 )
Lifetime Data Anal - Matched survival data in a co-twin control design. ( 0,68235957093156 )
Res Synth Methods - Robust variance estimation with dependent effect sizes: practical considerations including a software tutorial in Stata and spss. ( 0,681835785011035 )
Med Biol Eng Comput - Non-invasive continuous glucose monitoring: improved accuracy of point and trend estimates of the Multisensor system. ( 0,681281617664736 )
Comput Methods Programs Biomed - The Lindley distribution applied to competing risks lifetime data. ( 0,679090482387104 )
Lifetime Data Anal - Isotonic estimation of survival under a misattribution of cause of death. ( 0,678340028819607 )
Res Synth Methods - Meta-analysis of time-to-event data: a comparison of two-stage methods. ( 0,677017961874954 )
Med Decis Making - Methods for estimating subgroup effects in cost-effectiveness analyses that use observational data. ( 0,676092795843923 )
IEEE Trans Pattern Anal Mach Intell - Maximum Likelihood Estimation of Depth Maps Using Photometric Stereo. ( 0,67468510050427 )
Lifetime Data Anal - Quantifying the average of the time-varying hazard ratio via a class of transformations. ( 0,673841771858834 )
Lifetime Data Anal - Checking Fine and Gray subdistribution hazards model with cumulative sums of residuals. ( 0,673663219172338 )
IEEE Trans Pattern Anal Mach Intell - Covariate Shift Adaptation for Discriminative 3D Pose Estimation. ( 0,673622732506639 )
Neural Comput - Nonparametric estimation of K?llback-Leibler divergence. ( 0,671205037474805 )
Lifetime Data Anal - A general joint model for longitudinal measurements and competing risks survival data with heterogeneous random effects. ( 0,670653036638544 )
Lifetime Data Anal - Proportional hazards regression in the presence of missing study eligibility information. ( 0,670446387736011 )