A new extended alpha power transformed family of distributions: properties, characterizations and an application to a data set in the insurance sciences

( Zubair Ahmad ) , ( Eisa Mahmoudi ) , ( G. G. Hamedani )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2021] 제28권 제1호, 1~19페이지(총19페이지)

TAG alpha power transformation, Weibull distribution, family of distributions, actuarial measures, characterizations, maximum likelihood estimation, Monte Carlo simulation

High-dimensional linear discriminant analysis with moderately clipped LASSO

( Jaeho Chang ) , ( Haeseong Moon ) , ( Sunghoon Kwon )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2021] 제28권 제1호, 21~37페이지(총17페이지)

TAG high-dimensional LDA, LASSO, MCP, moderately clipped LASSO

Two-dimensional attention-based multi-input LSTM for time series prediction

( Eun Been Kim ) , ( Jung Hoon Park ) , ( Yung-seop Lee ) , ( Changwon Lim )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2021] 제28권 제1호, 39~57페이지(총19페이지)

TAG recurrent neural network, correlation, attention, time series

Value at Risk of portfolios using copulas

( Kiwoong Byun ) , ( Seongjoo Song )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2021] 제28권 제1호, 59~79페이지(총21페이지)

TAG Value at Risk, portfolio returns, normal inverse Gaussian distribution, copula, vine copula, hierarchical copula

Least quantile squares method for the detection of outliers

( Han Son Seo ) , ( Min Yoon )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2021] 제28권 제1호, 81~88페이지(총8페이지)

TAG influential case, least quantile squares, outliers, masking and swamping effects, regression diagnostics

Binary classification on compositional data

( Jae Yun Joo ) , ( Seokho Lee )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2021] 제28권 제1호, 89~97페이지(총9페이지)

TAG Aitchison geometry, classification, compositional data, Gaussian mixture, isometric logratio transformation

Comparison of time series clustering methods and application to power consumption pattern clustering

( Jaehwi Kim ) , ( Jaehee Kim )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제6호, 589~602페이지(총14페이지)

TAG complexity distance, model-free distance, model-based distance, power consumption, time series clustering, silhouette

Penalized logistic regression using functional connectivity as covariates with an application to mild cognitive impairment

( Jae-hwan Jung ) , ( Seong-jin Ji ) , ( Hongtu Zhu ) , ( Joseph G. Ibrahimb ) , ( Yong Fan ) , ( Eunjee Lee )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제6호, 603~624페이지(총22페이지)

TAG resting-state functional magnetic resonance imaging, penalized logistic regression, common component analysis, Alzheimers disease, mild cognitive impairment

Fixed-accuracy confidence interval estimation of P(X > c) for a two-parameter gamma population

( Yan Zhuang ) , ( Jun Hu ) , ( Yixuan Zou )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제6호, 625~639페이지(총15페이지)

TAG fixed-accuracy confidence interval, gamma distribution, sequential procedure

Bioequivalence trial with two generic drugs in 2 × 3 crossover design with missing data

( Sang-gue Park ) , ( Seunghyo Kim ) , ( Ikjoon Choi )  한국통계학회, CSAM(Communications for Statistical Applications and Methods) [2020] 제27권 제6호, 641~647페이지(총7페이지)

TAG average bioequivalence, 3 × 3 crossover design, 3 × 2 crossover design, missing at random, missing data

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