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Bayesian semiparametric regression using spectral representation

ConferenceIssue Date2014Citation2014년 한국통계학회 춘계학술논문발표회Publisher한국통계학회PlaceKO; 대전(통계청 통계센터)

Some thoughts on Bayesian inference for semiparametric regression models with shape-constraints

ConferenceIssue Date2013CitationThe 6th International Conference of the ERCIM WG on Computational and Methodological Statistics (ERCIM 2013)PublisherElsevierPlaceUK; University of London

Bayesian estimation of shape restricted regression model using a Fourier representation

Choi, Taeryon

ConferenceIssue Date2014CitationThe 3rd Institute of Mathematical Statistics Asia Pacific Rim MeetingPublisherInstitute of Mathematical StatisticsPlaceCH; Taipei(Howard International House)

Generalized partially additive Bayesian spectral analysis regression models

Choi, Taeryon

ConferenceIssue Date2014CitationERCIM 2014 (7th International Conference of the ERCIM WG on Computational and Methodological Statistics)PublisherElsevierPlaceIT; University of Pisa, Italy

SCIESCOPUS

A variational Bayes approach to a semiparametric regression using Gaussian process priors

Ong, Victor M. H.; Mensah, David K.; Nott, David J.; Jo, Seongil; Park, Beomjo; Choi, Taeryon

ArticleIssue Date2017CitationELECTRONIC JOURNAL OF STATISTICS, v.11, no.2, pp 4258 - 4296PublisherINST MATHEMATICAL STATISTICS

SCIESCOPUS

Asymptotic properties of posterior distributions in nonparametric regression with non-Gaussian errors

Choi, Taeryon

ArticleIssue Date2009CitationANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, v.61, no.4, pp 835 - 859PublisherSPRINGER HEIDELBERG

SCIESCOPUS

bsamGP: An R Package for Bayesian Spectral Analysis Models Using Gaussian Process Priors

Jo, Seongil; Choi, Taeryon; Park, Beomjo; Lenk, Peter

ArticleIssue Date2019CitationJOURNAL OF STATISTICAL SOFTWARE, v.90, no.10PublisherJOURNAL STATISTICAL SOFTWARE

KCI

계층적 베이지안 방법을 이용한 용량반응연구에서의 기준용량 추정

최태련

ArticleIssue Date2010CitationJournal of The Korean Data Analysis Society, v.12, no.1, pp 119 - 133Publisher한국자료분석학회

KCI

디리슐레 확률과정과 스플라인을 이용한 베이지안 준모수적 구조방정식 모형 연구

양서은; 김기성; 이장원; 최태련

ArticleIssue Date2019CitationJournal of The Korean Data Analysis Society, v.21, no.6, pp 2829 - 2845Publisher한국자료분석학회

KCI

레버리지 효과를 포함하는 베이지안 확률 변동성 모형의 실증적 비교 분석

조미형; 최태련; 이령화

ArticleIssue Date2014CitationJournal of The Korean Data Analysis Society, v.16, no.2, pp 703 - 717Publisher한국자료분석학회

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