A semiparametric pseudolikelihood estimation method for panel count data

By Ying Zhang. 2002

133 citations recorded by the source corpus.

Subfields: Economics and Econometrics, Management Science and Operations Research, Statistics and Probability

View Paper: https://www.semanticscholar.org/paper/8d37c7fd04b1924a79d4044cb4106d079a8a2af7

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Citations in the corpus

Regression Analysis of Longitudinal Data in the Presence of Informative Observation and Censoring Times (2007, methodology): “To illustrate the proposed methodology, in this section we apply it to the longitudinal bladder cancer data discussed earlier and analyzed by Sun and Wei (2000) and Zhang (2002), among others.”
Estimation of the mean function with panel count data using monotone polynomial splines (2007, methodology): “These simulation studies also reinforce the conclusion made in Wellner & Zhang (2000) that the likelihood method based on Poisson process is robust against the underlying counting process.”
Semiparametric Regression Analysis of Longitudinal Data With Informative Observation Times (2005, methodology): “Several authors have analyzed the dataset, but all of the analyses assumed that observation times were independent of tumor recurrence completely or given covariates (Sun and Wei 2000; Zhang 2002).”
NEW MULTI-SAMPLE NONPARAMETRIC TESTS FOR PANEL COUNT DATA (2009, methodology): “Incidentally, through a regression analysis of the data from two treatments, placebo and thiotepa, Sun and Wei (2000) and Zhang (2002) concluded that thiotepa effectively reduces the recurrence of tumors.”
Semiparametric Estimation Methods for Panel Count Data Using Monotone B-Splines (2009, methodology): “…where Xi = (Ki,Ti,N(i),Zi) with Ti = (T(i)Ki,1, . . . ,T (i) Ki,Ki ) and N(i) = {N(i)(T(i)Ki,1), . . . ,N(i)(T (i) Ki,Ki )}, for i = 1, . . . ,n. Zhang (2002) and Wellner and Zhang (2007) proposed a semiparametric pseudolikelihood method for estimating (β0, 0) under a working assumption that…”
TWO LIKELIHOOD-BASED SEMIPARAMETRIC ESTIMATION METHODS FOR PANEL COUNT DATA WITH COVARIATES (2005, methodology): “The treatment effects, especially the thiotepa instillation, on suppressing the recurrence of bladder tumor have been explored by many authors, for example, Wei, Lin and Weissfeld [19], Sun and Wei [14], Wellner and Zhang [21] and Zhang [26].”
Nonparametric k-sample tests with panel count data (2006, methodology): “Sun and Wei (2000) and Zhang (2002) have detected the difference between thiotepa treatment and placebo at significance level 0·05 using semiparametric regression analysis.”