Bayesian information criterion accounting for the number of covariance parameters in mixed effects models

( Junoh Heo ) , ( Jung Yeon Lee ) , ( Wonkuk Kim )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제3호, 301~311페이지(총11페이지)

TAG correlated data, effective sample size, Fisher information matrix, longitudinal study, model selection

Understanding recurrent neural network for texts using English-Korean corpora

( Hagyeong Lee ) , ( Jongwoo Song )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제3호, 313~326페이지(총14페이지)

TAG RNN, NLP, Seq2Seq, Neural Machine Translation, Keras

Importance sampling with splitting for portfolio credit risk

( Jinyoung Kim ) , ( Sunggon Kim )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제3호, 327~347페이지(총21페이지)

TAG importance sampling, credit portfolio, Bernoulli mixture model, skewed exposures

Mean estimation of small areas using penalized spline mixed-model under informative sampling

( Angela N. R. Chytrasari ) , ( Sri Haryatmi Kartiko ) , ( Danardono Danardono )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제3호, 349~363페이지(총15페이지)

TAG small area estimation, mixed-model, semiparametric, informative sampling, likelihood

Local linear regression analysis for interval-valued data

( Jungteak Jang ) , ( Kee-hoon Kang )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제3호, 365~376페이지(총12페이지)

TAG cross-validation, kernel function, nonlinear regression, nonparametric regression

Moments calculation for truncated multivariate normal in nonlinear generalized mixed models

( Seung-chun Lee )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제3호, 377~383페이지(총7페이지)

TAG truncated multivariate normal, moment, nonlinear generalized mixed model

A maximum likelihood approach to infer demographic models

( Yujin Chung )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제3호, 385~395페이지(총11페이지)

TAG demographic model, isolation-with-migration model, coalescent stochastic process, divergence time, evolutionary genomics

A class of CUSUM tests using empirical distributions for tail changes in weakly dependent processes

( Junhyeong Kim ) , ( Eunju Hwang )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제2호, 163~175페이지(총13페이지)

TAG weak dependence, tail index, CUSUM test, limit theory, GARCH process

Forecasting evaluation via parametric bootstrap for threshold-INARCH models

( Deok Ryun Kim ) , ( Sun Young Hwang )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제2호, 177~187페이지(총11페이지)

TAG integer-valued time series, one-step ahead forecasting, parametric bootstrap

Bayesian inference for an ordered multiple linear regression with skew normal errors

( Jeongmun Jeong ) , ( Younshik Chung )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제2호, 189~199페이지(총11페이지)

TAG Bayes factor, deviance information criterion, influential point, Markov chain Monte Carlo, ordered linear regression, Skew normal distribution

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