Empirical Cummulative Density Function from a Univariate Censored Sample

Details Empirical Cummulative Density Function from a Univariate Censored Sample Empirical Cummulative Density Function from a Univariate Censored Sample

2011-08-14

arxiv.org/abs/1108.2838v3

Mathematics

Statistics Theory

I would like to withdraw version 1 of the paper. The pdf file for ver 1 is displayed incorrectly. The content of version 2 is

Scientific paper

Let F be an unknown univariate distribution function to be estimated from a sample containing censored observations and tau be in dom(F). The author has derived a novel nonparametric estimator F_hat for F without making any assumptions regarding the nature of the censoring mechanism or the distribution function F. The distribution of F_hat(tau) can be easily and accurately estimated even for small sample sizes. The estimator F_hat has significantly outperformed the Kaplan Meier estimator in a simulation study with an exponential and a lognormal distribution functions F and a censoring mechanism defined by i.i.d. uniform random observation points.

Affiliated with

Also associated with

No associations

Rating

Empirical Cummulative Density Function from a Univariate Censored Sample does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Empirical Cummulative Density Function from a Univariate Censored Sample, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Empirical Cummulative Density Function from a Univariate Censored Sample will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-711868