Yeseul Jeon, Jina Park, Ick Hoon Jin, Dongjun Chung
{"title":"Network-based topic structure visualization","authors":"Yeseul Jeon, Jina Park, Ick Hoon Jin, Dongjun Chung","doi":"10.1080/02664763.2024.2369953","DOIUrl":"https://doi.org/10.1080/02664763.2024.2369953","url":null,"abstract":"In the real world, many topics are inter-correlated, making it challenging to investigate their structure and relationships. Understanding the interplay between topics and their relevance can provi...","PeriodicalId":15239,"journal":{"name":"Journal of Applied Statistics","volume":"71 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141782762","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Identifying waves of COVID-19 mortality using skew normal curves","authors":"Kamal Rai, Patrick E. Brown","doi":"10.1080/02664763.2024.2351467","DOIUrl":"https://doi.org/10.1080/02664763.2024.2351467","url":null,"abstract":"We propose a model for multiple waves of an epidemic that decomposes the health outcome of interest into the sum of scaled skew normal curves. When applied to daily COVID-19 mortality in six region...","PeriodicalId":15239,"journal":{"name":"Journal of Applied Statistics","volume":"28 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141511082","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yifan Chen, Chunyin Lei, Chuanquan Li, Haiqiang Ma, Ningyuan Hu
{"title":"Robust convex biclustering with a tuning-free method","authors":"Yifan Chen, Chunyin Lei, Chuanquan Li, Haiqiang Ma, Ningyuan Hu","doi":"10.1080/02664763.2024.2367143","DOIUrl":"https://doi.org/10.1080/02664763.2024.2367143","url":null,"abstract":"Biclustering is widely used in different kinds of fields including gene information analysis, text mining, and recommendation system by effectively discovering the local correlation between samples...","PeriodicalId":15239,"journal":{"name":"Journal of Applied Statistics","volume":"213 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141511083","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xi Qiao, Duy Ngo, Bilinda Straight, Belinda L. Needham, Charles E. Hilton, Amy Naugle
{"title":"A Bayesian high-dimensional mediation analysis for multilevel genome-wide epigenetic data","authors":"Xi Qiao, Duy Ngo, Bilinda Straight, Belinda L. Needham, Charles E. Hilton, Amy Naugle","doi":"10.1080/02664763.2024.2367148","DOIUrl":"https://doi.org/10.1080/02664763.2024.2367148","url":null,"abstract":"Causal mediation analysis has increasingly become a popular practice in various clinical trials and epidemiological applications to evaluate whether an intermediate variable is on the pathway betwe...","PeriodicalId":15239,"journal":{"name":"Journal of Applied Statistics","volume":"76 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141511084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Outcome-guided Bayesian clustering for disease subtype discovery using high-dimensional transcriptomic data","authors":"Lingsong Meng, Zhiguang Huo","doi":"10.1080/02664763.2024.2362275","DOIUrl":"https://doi.org/10.1080/02664763.2024.2362275","url":null,"abstract":"Due to the tremendous heterogeneity of disease manifestations, many complex diseases that were once thought to be single diseases are now considered to have disease subtypes. Disease subtyping anal...","PeriodicalId":15239,"journal":{"name":"Journal of Applied Statistics","volume":"2 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141511085","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Kewin Pączek, Damian Jelito, Marcin Pitera, Agnieszka Wyłomańska
{"title":"Goodness-of-fit tests for the one-sided Lévy distribution based on quantile conditional moments","authors":"Kewin Pączek, Damian Jelito, Marcin Pitera, Agnieszka Wyłomańska","doi":"10.1080/02664763.2024.2340592","DOIUrl":"https://doi.org/10.1080/02664763.2024.2340592","url":null,"abstract":"In this paper we introduce a novel statistical framework based on the first two quantile conditional moments that facilitates effective goodness-of-fit testing for one-sided Lévy distributions. The...","PeriodicalId":15239,"journal":{"name":"Journal of Applied Statistics","volume":"12 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141511087","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Bayesian fractional polynomial approach to quantile regression and variable selection with application in the analysis of blood pressure among US adults","authors":"Sanna Soomro, Keming Yu","doi":"10.1080/02664763.2024.2359526","DOIUrl":"https://doi.org/10.1080/02664763.2024.2359526","url":null,"abstract":"Although the fractional polynomials (FPs) can act as a concise and accurate formula for examining smooth relationships between response and predictors, modelling conditional mean functions observes...","PeriodicalId":15239,"journal":{"name":"Journal of Applied Statistics","volume":"36 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141511088","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Uche Nwoke, Mudassir Farooqui, Jacob Oleson, Nicholas Mohr, Santiago Ortega-Gutierrez, Grant D. Brown, on behalf of the VISTA collaborators
{"title":"Bayesian modeling framework for optimizing pre-hospital stroke triage decisions","authors":"Uche Nwoke, Mudassir Farooqui, Jacob Oleson, Nicholas Mohr, Santiago Ortega-Gutierrez, Grant D. Brown, on behalf of the VISTA collaborators","doi":"10.1080/02664763.2024.2360590","DOIUrl":"https://doi.org/10.1080/02664763.2024.2360590","url":null,"abstract":"Ischemic stroke is responsible for significant morbidity and mortality in the United States and worldwide. Stroke treatment optimization requires emergency medical personnel to make rapid triage de...","PeriodicalId":15239,"journal":{"name":"Journal of Applied Statistics","volume":"31 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141511086","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimal design of variables switch-based sampling scheme for verifying Weibull distributed product lifetimes","authors":"Chien-Wei Wu, Ming-Hung Shu, To-Cheng Wang","doi":"10.1080/02664763.2024.2360589","DOIUrl":"https://doi.org/10.1080/02664763.2024.2360589","url":null,"abstract":"Ensuring products maintain their normal function during the warranty period is essential for companies to control warranty costs and sustain their brand reputation. A variables acceptance sampling ...","PeriodicalId":15239,"journal":{"name":"Journal of Applied Statistics","volume":"178 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141511089","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wenjuan Liang, Dongdong Xiang, Yajun Mei, Wendong Li
{"title":"Directional false discovery rate control in large-scale multiple comparisons","authors":"Wenjuan Liang, Dongdong Xiang, Yajun Mei, Wendong Li","doi":"10.1080/02664763.2024.2344260","DOIUrl":"https://doi.org/10.1080/02664763.2024.2344260","url":null,"abstract":"The advance of high-throughput biomedical technology makes it possible to access massive measurements of gene expression levels. An important statistical issue is identifying both under-expressed a...","PeriodicalId":15239,"journal":{"name":"Journal of Applied Statistics","volume":"1 1","pages":""},"PeriodicalIF":1.5,"publicationDate":"2024-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141172425","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}