Gradient Projection for Nonparametric Maximum Likelihood Estimation with Interval Censored Data
Title | Gradient Projection for Nonparametric Maximum Likelihood Estimation with Interval Censored Data PDF eBook |
Author | Dick M. Bakker |
Publisher | |
Pages | 22 |
Release | 1990 |
Genre | |
ISBN |
Grandient projection for nonparametric maximum likelihood estimation with interval censored data
Title | Grandient projection for nonparametric maximum likelihood estimation with interval censored data PDF eBook |
Author | Dick M. Bakker |
Publisher | |
Pages | 22 |
Release | 1990 |
Genre | |
ISBN |
Nonparametric Maximum Likelihood Estimator Based on Doubly-censored Data
Title | Nonparametric Maximum Likelihood Estimator Based on Doubly-censored Data PDF eBook |
Author | Ting Li |
Publisher | |
Pages | 166 |
Release | 1993 |
Genre | |
ISBN |
Nonparametric Maximum Likelihood Estimation of the Cumulative Distribution Function with Multivariate Interval Censored Data
Title | Nonparametric Maximum Likelihood Estimation of the Cumulative Distribution Function with Multivariate Interval Censored Data PDF eBook |
Author | Xuecheng Liu |
Publisher | |
Pages | 172 |
Release | 2002 |
Genre | |
ISBN |
"This thesis addresses nonparametric maximal likelihood (NPML) estimation of the cumulative distribution function (CDF) given multivariate interval censored data (MILD). The methodology consists in applying graph theory to the intersection graph of censored data. The maximal cliques of this graph and their real representations contain all the information needed to find NPML estimates (NPMLE). In this thesis, a new algorithm to determine the maximal cliques of an MICD set is introduced. The concepts of diameter and semi-diameter of the polytope formed by all NPMLEs are introduced and simulation to investigate the properties of the non-uniqueness polytope of the CDF NPMLEs for bivariate censored data is described. Also, an a priori bounding technique for the total mass attributed to a set of maximal cliques by a self-consistent estimate of the CDF (including the NPMLE) is presented." --
Scientific and Technical Aerospace Reports
Title | Scientific and Technical Aerospace Reports PDF eBook |
Author | |
Publisher | |
Pages | 308 |
Release | 1991 |
Genre | Aeronautics |
ISBN |
Nonparametric Maximum Likelihood Estimation Based on Doubly-censored Data
Title | Nonparametric Maximum Likelihood Estimation Based on Doubly-censored Data PDF eBook |
Author | Ding Li |
Publisher | |
Pages | 144 |
Release | 1993 |
Genre | |
ISBN |
On Nonparametric Estimation and Inference with Censored Data, Bandwidth Selection for Local Polynomial Regression, and Subset Selection in Explanatory Regression Analyses
Title | On Nonparametric Estimation and Inference with Censored Data, Bandwidth Selection for Local Polynomial Regression, and Subset Selection in Explanatory Regression Analyses PDF eBook |
Author | Derick Randall Peterson |
Publisher | |
Pages | 222 |
Release | 1998 |
Genre | |
ISBN |