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NPMLE in estimating the number of ex...

Wang, Jiping.

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NPMLE in estimating the number of expressed genes using EST data while accounting for measurement error.

Record Type:	Electronic resources : Monograph/item
Title/Author:	NPMLE in estimating the number of expressed genes using EST data while accounting for measurement error./
Author:	Wang, Jiping.
Description:	152 p.
Notes:	Source: Dissertation Abstracts International, Volume: 64-09, Section: B, page: 4446.
Contained By:	Dissertation Abstracts International64-09B.
Subject:	Statistics. -
Online resource:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3106341
ISBN:	0496539070

NPMLE in estimating the number of expressed genes using EST data while accounting for measurement error.
Wang, Jiping.

NPMLE in estimating the number of expressed genes using EST data while accounting for measurement error. - 152 p.

Source: Dissertation Abstracts International, Volume: 64-09, Section: B, page: 4446.

Thesis (Ph.D.)--The Pennsylvania State University, 2003.

A cDNA library can be regarded as a population of transcripts with the size of millions, from N distinct expressed gene species. Each individual in this library is called a cDNA clone uniquely derived from an mRNA transcript. cDNA clones are ran

ISBN: 0496539070Subjects--Topical Terms:

517247
Statistics.

NPMLE in estimating the number of expressed genes using EST data while accounting for measurement error.
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100 1 $a Wang, Jiping. $3 1286320
245 1 0 $a NPMLE in estimating the number of expressed genes using EST data while accounting for measurement error.
300 $a 152 p.
500 $a Source: Dissertation Abstracts International, Volume: 64-09, Section: B, page: 4446.
500 $a Adviser: Bruce G. Lindsay.
502 $a Thesis (Ph.D.)--The Pennsylvania State University, 2003.
520 $a A cDNA library can be regarded as a population of transcripts with the size of millions, from N distinct expressed gene species. Each individual in this library is called a cDNA clone uniquely derived from an mRNA transcript. cDNA clones are ran
520 $a The first part of the thesis deals with measurement error problem. EST clustering is a critical step in generating the data needed for statistical modeling. The accuracy of the statistical data is determined by various types of errors. In this t
520 $a Estimating the number of expressed genes N is a version of the species number estimation problem. We build a Poisson mixture model and develop three variants of the nonparametric maximum likelihood estimator for the estimation of N. These varian
590 $a School code: 0176.
650 4 $a Statistics. $3 517247
650 4 $a Biology, Biostatistics. $3 1018416
690 $a 0463
690 $a 0308
710 2 0 $a The Pennsylvania State University. $3 699896
773 0 $t Dissertation Abstracts International $g 64-09B.
790 1 0 $a Lindsay, Bruce G., $e advisor
790 $a 0176
791 $a Ph.D.
792 $a 2003
856 4 0 $u http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3106341