Pub Date : 2022-01-31DOI: 10.1007/s42081-022-00145-3
Yasuhito Tsuruta, Masahiko Sagae
{"title":"Improving kernel-based nonparametric regression for circular–linear data","authors":"Yasuhito Tsuruta, Masahiko Sagae","doi":"10.1007/s42081-022-00145-3","DOIUrl":"https://doi.org/10.1007/s42081-022-00145-3","url":null,"abstract":"","PeriodicalId":29911,"journal":{"name":"Japanese Journal of Statistics and Data Science","volume":"5 1","pages":"111 - 131"},"PeriodicalIF":1.3,"publicationDate":"2022-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"53297295","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}
Pub Date : 2022-01-20DOI: 10.1007/s42081-023-00213-2
Yuko Kakikawa, Kaito Shimamura, Shuichi Kawano
{"title":"Bayesian fused lasso modeling via horseshoe prior","authors":"Yuko Kakikawa, Kaito Shimamura, Shuichi Kawano","doi":"10.1007/s42081-023-00213-2","DOIUrl":"https://doi.org/10.1007/s42081-023-00213-2","url":null,"abstract":"","PeriodicalId":29911,"journal":{"name":"Japanese Journal of Statistics and Data Science","volume":"1 1","pages":""},"PeriodicalIF":1.3,"publicationDate":"2022-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42997566","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}
Pub Date : 2022-01-18DOI: 10.1007/s42081-022-00155-1
Mitsuki Kobayashi, Y. Shimizu
{"title":"Least-squares estimators based on the Adams method for stochastic differential equations with small Lévy noise","authors":"Mitsuki Kobayashi, Y. Shimizu","doi":"10.1007/s42081-022-00155-1","DOIUrl":"https://doi.org/10.1007/s42081-022-00155-1","url":null,"abstract":"","PeriodicalId":29911,"journal":{"name":"Japanese Journal of Statistics and Data Science","volume":"5 1","pages":"217 - 240"},"PeriodicalIF":1.3,"publicationDate":"2022-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48900408","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}
Pub Date : 2022-01-14DOI: 10.1007/s42081-021-00142-y
H. Rehman, N. Chandra
{"title":"Inferences on cumulative incidence function for middle censored survival data with Weibull regression","authors":"H. Rehman, N. Chandra","doi":"10.1007/s42081-021-00142-y","DOIUrl":"https://doi.org/10.1007/s42081-021-00142-y","url":null,"abstract":"","PeriodicalId":29911,"journal":{"name":"Japanese Journal of Statistics and Data Science","volume":"5 1","pages":"65 - 86"},"PeriodicalIF":1.3,"publicationDate":"2022-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"53297203","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}
Pub Date : 2022-01-06DOI: 10.1007/s42081-021-00143-x
Anqi Li, Takaki Sato, Y. Matsuda
{"title":"Spatial analysis of subjective well-being in Japan","authors":"Anqi Li, Takaki Sato, Y. Matsuda","doi":"10.1007/s42081-021-00143-x","DOIUrl":"https://doi.org/10.1007/s42081-021-00143-x","url":null,"abstract":"","PeriodicalId":29911,"journal":{"name":"Japanese Journal of Statistics and Data Science","volume":"5 1","pages":"87 - 110"},"PeriodicalIF":1.3,"publicationDate":"2022-01-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49371693","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}
Pub Date : 2022-01-01Epub Date: 2022-03-27DOI: 10.1007/s42081-022-00151-5
Takuma Tanaka, Tetsuto Himeno, Kaoru Fueda
In 2017, Shiga University established the Faculty of Data Science, which was the first faculty in Japan specializing in data science and statistics. This paper reports the Faculty's historical context, curricula, and collaboration with industry and other universities. The career paths of the graduates and the massive open online courses and textbooks provided by the Faculty of Data Science are also summarized.
{"title":"Shiga University's endeavor to promote human resources development for data science in Japan.","authors":"Takuma Tanaka, Tetsuto Himeno, Kaoru Fueda","doi":"10.1007/s42081-022-00151-5","DOIUrl":"10.1007/s42081-022-00151-5","url":null,"abstract":"<p><p>In 2017, Shiga University established the Faculty of Data Science, which was the first faculty in Japan specializing in data science and statistics. This paper reports the Faculty's historical context, curricula, and collaboration with industry and other universities. The career paths of the graduates and the massive open online courses and textbooks provided by the Faculty of Data Science are also summarized.</p>","PeriodicalId":29911,"journal":{"name":"Japanese Journal of Statistics and Data Science","volume":"5 1","pages":"747-755"},"PeriodicalIF":1.1,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8958343/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43496285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-01-01Epub Date: 2022-06-02DOI: 10.1007/s42081-022-00166-y
Koji Kurihara
{"title":"Special feature: statistics for COVID-19 pandemic data.","authors":"Koji Kurihara","doi":"10.1007/s42081-022-00166-y","DOIUrl":"10.1007/s42081-022-00166-y","url":null,"abstract":"","PeriodicalId":29911,"journal":{"name":"Japanese Journal of Statistics and Data Science","volume":"5 1","pages":"275-277"},"PeriodicalIF":1.1,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9161758/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48638092","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-11-01DOI: 10.1007/s42081-022-00183-x
S. Sugasawa, Tomoyuki Nakagawa, H. Solvang, S. Subbey, Salah Alrabeei
{"title":"Dynamic spatio-temporal zero-inflated Poisson models for predicting capelin distribution in the Barents Sea","authors":"S. Sugasawa, Tomoyuki Nakagawa, H. Solvang, S. Subbey, Salah Alrabeei","doi":"10.1007/s42081-022-00183-x","DOIUrl":"https://doi.org/10.1007/s42081-022-00183-x","url":null,"abstract":"","PeriodicalId":29911,"journal":{"name":"Japanese Journal of Statistics and Data Science","volume":"6 1","pages":"1 - 20"},"PeriodicalIF":1.3,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46765994","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}
Pub Date : 2021-11-01DOI: 10.1007/s42081-022-00168-w
Naresh Garg, N. Misra
{"title":"Estimation of order restricted location/scale parameters of a general bivariate distribution under general loss function: some unified results","authors":"Naresh Garg, N. Misra","doi":"10.1007/s42081-022-00168-w","DOIUrl":"https://doi.org/10.1007/s42081-022-00168-w","url":null,"abstract":"","PeriodicalId":29911,"journal":{"name":"Japanese Journal of Statistics and Data Science","volume":"5 1","pages":"553 - 576"},"PeriodicalIF":1.3,"publicationDate":"2021-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48787964","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}
Pub Date : 2021-10-18DOI: 10.1007/s42081-021-00140-0
T. Emura, I. Ha
{"title":"Special feature: Recent statistical methods for survival analysis","authors":"T. Emura, I. Ha","doi":"10.1007/s42081-021-00140-0","DOIUrl":"https://doi.org/10.1007/s42081-021-00140-0","url":null,"abstract":"","PeriodicalId":29911,"journal":{"name":"Japanese Journal of Statistics and Data Science","volume":"4 1","pages":"889 - 894"},"PeriodicalIF":1.3,"publicationDate":"2021-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48514957","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}