Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Semiparametric transformation model for competing risks data with cure
  fraction   We propose a new method for the analysis of competing risks data with long
term survivors. The proposed method enables us to estimate the overall survival
probability and cure fraction simultaneously. We formulate the effect of
covariates on cumulative incidence functions using linear transformation
models. Estimating equations based on counting process are developed to
estimate regression coefficients. The asymptotic properties of the estimators
are studied using martingale theory. An extensive Monte Carlo simulation study
is carried out to assess the finite sample performance of the proposed
estimators. Finally, we illustrate our method using a real data set.

19
The categories of this paper are: eess
10
The categories of this paper are: q-bio
6
The categories of this paper are: astro-ph
28
The categories of this paper are: alg-geom
5
The categories of this paper are: gr-qc
36
The categories of this paper are: cmp-lg
9
The categories of this paper are: nlin
33
The categories of this paper are: plasm-ph
12
The categories of this paper are: nucl-th
8
The categories of this paper are: hep-ex
17
The categories of this paper are: q-fin
22
The categories of this paper are: chao-dyn
26
The categories of this paper are: bayes-an
7
The categories of this paper are: hep-th
37
The categories of this paper are: supr-con
30
The categories of this paper are: q-alg