Pub Date : 2026-02-09DOI: 10.1080/01621459.2026.2621518
Xinyu Zhang, Wei Zhou, Jingyuan Liu, Jian Kang
{"title":"Statistical Inference for Mediation Models with High Dimensional Exposures and Mediators","authors":"Xinyu Zhang, Wei Zhou, Jingyuan Liu, Jian Kang","doi":"10.1080/01621459.2026.2621518","DOIUrl":"https://doi.org/10.1080/01621459.2026.2621518","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"45 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1080/01621459.2026.2624135
Tao Yu, Jing Qin, Pengfei Li
{"title":"Maximum binomial likelihood method for multivariate mixture data","authors":"Tao Yu, Jing Qin, Pengfei Li","doi":"10.1080/01621459.2026.2624135","DOIUrl":"https://doi.org/10.1080/01621459.2026.2624135","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"93 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1080/01621459.2026.2620154
Gemma Moran, Bryon Aragam
{"title":"Towards Interpretable Deep Generative Models via Causal Representation Learning","authors":"Gemma Moran, Bryon Aragam","doi":"10.1080/01621459.2026.2620154","DOIUrl":"https://doi.org/10.1080/01621459.2026.2620154","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"9 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1080/01621459.2026.2621517
Elena Bortolato, Antonio Canale
{"title":"Adaptive Partition Factor Analysis","authors":"Elena Bortolato, Antonio Canale","doi":"10.1080/01621459.2026.2621517","DOIUrl":"https://doi.org/10.1080/01621459.2026.2621517","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"35 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146157","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1080/01621459.2026.2622104
Wenhao Cui
{"title":"The Explicative Market Microstructure Noise","authors":"Wenhao Cui","doi":"10.1080/01621459.2026.2622104","DOIUrl":"https://doi.org/10.1080/01621459.2026.2622104","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"1 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146148","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-09DOI: 10.1080/01621459.2026.2626478
Brenda Betancourt
{"title":"Model to Meaning: How to Interpret Statistical Models with R and Python","authors":"Brenda Betancourt","doi":"10.1080/01621459.2026.2626478","DOIUrl":"https://doi.org/10.1080/01621459.2026.2626478","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"176 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146146150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1080/01621459.2026.2615850
Qixian Zhong, Jonas Mueller, Jane-Ling Wang
{"title":"Variable Significance Testing for the Deep Cox Model","authors":"Qixian Zhong, Jonas Mueller, Jane-Ling Wang","doi":"10.1080/01621459.2026.2615850","DOIUrl":"https://doi.org/10.1080/01621459.2026.2615850","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"62 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146095735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1080/01621459.2026.2620145
Dohyeong Ki, Adityanand Guntuboyina
{"title":"Totally Concave Regression","authors":"Dohyeong Ki, Adityanand Guntuboyina","doi":"10.1080/01621459.2026.2620145","DOIUrl":"https://doi.org/10.1080/01621459.2026.2620145","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"117 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146095736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1080/01621459.2026.2615997
Zhe Chen, Xinran Li
{"title":"Enhanced inference for distributions and quantiles of individual treatment effects in various experiments","authors":"Zhe Chen, Xinran Li","doi":"10.1080/01621459.2026.2615997","DOIUrl":"https://doi.org/10.1080/01621459.2026.2615997","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"27 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146095730","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-30DOI: 10.1080/01621459.2026.2621516
Haiqiang Ma, Zhiyan Sheng, Jiming Jiang
{"title":"Double-Robust Small Area Estimation","authors":"Haiqiang Ma, Zhiyan Sheng, Jiming Jiang","doi":"10.1080/01621459.2026.2621516","DOIUrl":"https://doi.org/10.1080/01621459.2026.2621516","url":null,"abstract":"","PeriodicalId":17227,"journal":{"name":"Journal of the American Statistical Association","volume":"43 1","pages":""},"PeriodicalIF":3.7,"publicationDate":"2026-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146095733","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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