{"title":"Note on the estimation of informative predictor subspace and projective-resampling informative predictor subspace","authors":"J. Yoo","doi":"10.5351/kjas.2022.35.5.657","DOIUrl":"https://doi.org/10.5351/kjas.2022.35.5.657","url":null,"abstract":"","PeriodicalId":43523,"journal":{"name":"Korean Journal of Applied Statistics","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2022-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49365955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Spatio-temporal analysis with risk factors for five major violent crimes","authors":"Y. Jeon, Suk-Bok Kang, J. Seo","doi":"10.5351/kjas.2022.35.5.619","DOIUrl":"https://doi.org/10.5351/kjas.2022.35.5.619","url":null,"abstract":"","PeriodicalId":43523,"journal":{"name":"Korean Journal of Applied Statistics","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2022-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42387169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Fraud detection support vector machines with a functional predictor: application to defective wafer detection problem","authors":"Minhyoung Park, S. Shin","doi":"10.5351/kjas.2022.35.5.593","DOIUrl":"https://doi.org/10.5351/kjas.2022.35.5.593","url":null,"abstract":"","PeriodicalId":43523,"journal":{"name":"Korean Journal of Applied Statistics","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2022-10-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49037638","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A study on frost prediction model using machine learning","authors":"Hyo-Sook Kim, Sahm Kim","doi":"10.5351/kjas.2022.35.4.543","DOIUrl":"https://doi.org/10.5351/kjas.2022.35.4.543","url":null,"abstract":"","PeriodicalId":43523,"journal":{"name":"Korean Journal of Applied Statistics","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2022-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41564010","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Maximum likelihood estimation of stochastic volatility models with leverage effect and fat-tailed distribution using hidden Markov model approximation","authors":"Taehyung Kim, Jeong-gun Park","doi":"10.5351/kjas.2022.35.4.501","DOIUrl":"https://doi.org/10.5351/kjas.2022.35.4.501","url":null,"abstract":"","PeriodicalId":43523,"journal":{"name":"Korean Journal of Applied Statistics","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2022-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41644752","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Properties of chi-square statistic and information gain for feature selection of imbalanced text data","authors":"Hye In Mun, Won-Seob Son","doi":"10.5351/kjas.2022.35.4.469","DOIUrl":"https://doi.org/10.5351/kjas.2022.35.4.469","url":null,"abstract":"","PeriodicalId":43523,"journal":{"name":"Korean Journal of Applied Statistics","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2022-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49252510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Development of prediction model identifying high-risk older persons in need of long-term care","authors":"M. Song, Yeon-Kyung Park, Eun-Jeong Han","doi":"10.5351/kjas.2022.35.4.457","DOIUrl":"https://doi.org/10.5351/kjas.2022.35.4.457","url":null,"abstract":"","PeriodicalId":43523,"journal":{"name":"Korean Journal of Applied Statistics","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2022-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43902624","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A complementary study on analysis of simulation results using statistical models","authors":"Ji-Hyun Kim, Bongseong Kim","doi":"10.5351/kjas.2022.35.4.569","DOIUrl":"https://doi.org/10.5351/kjas.2022.35.4.569","url":null,"abstract":"","PeriodicalId":43523,"journal":{"name":"Korean Journal of Applied Statistics","volume":null,"pages":null},"PeriodicalIF":0.2,"publicationDate":"2022-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44651425","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}