STATISTICAL MODELLING OF RNA-SEQ DATA AND DENSITY ESTIMATION IN FINITE MIXTURE MODELS

Ph.D

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Main Author:	LIU SIYUN
Other Authors:	STATISTICS & APPLIED PROBABILITY
Format:	Theses and Dissertations
Language:	English
Published:	2020
Subjects:	RNA-Seq data, Non-uniformity, Density estimator, Finite mixture models, Expectation-maximisation algorithm, Bayesian information criterion
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/164856
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-164856
record_format	dspace
spelling	sg-nus-scholar.10635-1648562020-03-01T13:16:15Z STATISTICAL MODELLING OF RNA-SEQ DATA AND DENSITY ESTIMATION IN FINITE MIXTURE MODELS LIU SIYUN STATISTICS & APPLIED PROBABILITY Yu Tao RNA-Seq data, Non-uniformity, Density estimator, Finite mixture models, Expectation-maximisation algorithm, Bayesian information criterion Ph.D DOCTOR OF PHILOSOPHY (FOS) 2020-02-29T18:01:50Z 2020-02-29T18:01:50Z 2019-10-15 Thesis LIU SIYUN (2019-10-15). STATISTICAL MODELLING OF RNA-SEQ DATA AND DENSITY ESTIMATION IN FINITE MIXTURE MODELS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/164856 en
institution	National University of Singapore
building	NUS Library
country	Singapore
collection	ScholarBank@NUS
language	English
topic	RNA-Seq data, Non-uniformity, Density estimator, Finite mixture models, Expectation-maximisation algorithm, Bayesian information criterion
spellingShingle	RNA-Seq data, Non-uniformity, Density estimator, Finite mixture models, Expectation-maximisation algorithm, Bayesian information criterion LIU SIYUN STATISTICAL MODELLING OF RNA-SEQ DATA AND DENSITY ESTIMATION IN FINITE MIXTURE MODELS
description	Ph.D
author2	STATISTICS & APPLIED PROBABILITY
author_facet	STATISTICS & APPLIED PROBABILITY LIU SIYUN
format	Theses and Dissertations
author	LIU SIYUN
author_sort	LIU SIYUN
title	STATISTICAL MODELLING OF RNA-SEQ DATA AND DENSITY ESTIMATION IN FINITE MIXTURE MODELS
title_short	STATISTICAL MODELLING OF RNA-SEQ DATA AND DENSITY ESTIMATION IN FINITE MIXTURE MODELS
title_full	STATISTICAL MODELLING OF RNA-SEQ DATA AND DENSITY ESTIMATION IN FINITE MIXTURE MODELS
title_fullStr	STATISTICAL MODELLING OF RNA-SEQ DATA AND DENSITY ESTIMATION IN FINITE MIXTURE MODELS
title_full_unstemmed	STATISTICAL MODELLING OF RNA-SEQ DATA AND DENSITY ESTIMATION IN FINITE MIXTURE MODELS
title_sort	statistical modelling of rna-seq data and density estimation in finite mixture models
publishDate	2020
url	https://scholarbank.nus.edu.sg/handle/10635/164856
_version_	1681100613112299520

STATISTICAL MODELLING OF RNA-SEQ DATA AND DENSITY ESTIMATION IN FINITE MIXTURE MODELS

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