Pub Date : 2024-04-02DOI: 10.1080/03610918.2024.2335539
Yeh-Ching Low, Yook-Ngor Phang, Wooi-Chen Khoo, Seng-Huat Ong
The two-parameter strict arcsine distribution as a member of the natural exponential family with cubic variance function has been shown to be a viable candidate for statistical analysis of count da...
{"title":"Parameter estimation for strict arcsine distribution","authors":"Yeh-Ching Low, Yook-Ngor Phang, Wooi-Chen Khoo, Seng-Huat Ong","doi":"10.1080/03610918.2024.2335539","DOIUrl":"https://doi.org/10.1080/03610918.2024.2335539","url":null,"abstract":"The two-parameter strict arcsine distribution as a member of the natural exponential family with cubic variance function has been shown to be a viable candidate for statistical analysis of count da...","PeriodicalId":55240,"journal":{"name":"Communications in Statistics-Simulation and Computation","volume":"19 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140570170","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}
Pub Date : 2024-04-02DOI: 10.1080/03610918.2024.2333352
Siming Deng, Jun Zhang, Yingcong Huang, Jiongtao Zhong, Xiaozhen Yang
We consider the estimation of Pearson correlation coefficient when two continuous variables can not be directly observed but measured with multiplicative distortion measurement errors. Different fr...
{"title":"A revisit to Pearson correlation coefficient under multiplicative distortions","authors":"Siming Deng, Jun Zhang, Yingcong Huang, Jiongtao Zhong, Xiaozhen Yang","doi":"10.1080/03610918.2024.2333352","DOIUrl":"https://doi.org/10.1080/03610918.2024.2333352","url":null,"abstract":"We consider the estimation of Pearson correlation coefficient when two continuous variables can not be directly observed but measured with multiplicative distortion measurement errors. Different fr...","PeriodicalId":55240,"journal":{"name":"Communications in Statistics-Simulation and Computation","volume":"37 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140570077","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}
Pub Date : 2024-04-02DOI: 10.1080/03610918.2024.2333355
Heba A. Basha, Abdelnaser S. Abdrabou, Ahmed M. Gad, Wafaa I. M. Ibrahim
Longitudinal studies are indispensable to study the change over time in a response variable. The main challenge of such studies is the presence of missing values. Another challenge in these studies...
{"title":"Simultaneous variable selection and parameters estimation for longitudinal data subject to missingness and covariates measurement error","authors":"Heba A. Basha, Abdelnaser S. Abdrabou, Ahmed M. Gad, Wafaa I. M. Ibrahim","doi":"10.1080/03610918.2024.2333355","DOIUrl":"https://doi.org/10.1080/03610918.2024.2333355","url":null,"abstract":"Longitudinal studies are indispensable to study the change over time in a response variable. The main challenge of such studies is the presence of missing values. Another challenge in these studies...","PeriodicalId":55240,"journal":{"name":"Communications in Statistics-Simulation and Computation","volume":"76 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140603307","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}
Pub Date : 2024-03-31DOI: 10.1080/03610918.2024.2331083
Guilherme Alberto Sousa Ribeiro, Rommel Melgaço Barbosa, Márcio da Cunha Reis, Nattane Luiza Costa
Text mining (TM) is a technique that aims to extract knowledge from unstructured data sources by transforming them into structured data. TM algorithms can be used to detect hidden patterns in large...
{"title":"From bibliometrics to text mining: exploring feature selection methods in microarray research","authors":"Guilherme Alberto Sousa Ribeiro, Rommel Melgaço Barbosa, Márcio da Cunha Reis, Nattane Luiza Costa","doi":"10.1080/03610918.2024.2331083","DOIUrl":"https://doi.org/10.1080/03610918.2024.2331083","url":null,"abstract":"Text mining (TM) is a technique that aims to extract knowledge from unstructured data sources by transforming them into structured data. TM algorithms can be used to detect hidden patterns in large...","PeriodicalId":55240,"journal":{"name":"Communications in Statistics-Simulation and Computation","volume":"3 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140570336","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}
Obtaining excellent prediction accuracy in the high-dimensional partially linear model is particularly important. However, it is difficult to achieve due to the complex relationship between nonpara...
{"title":"Double sparsity garrotized kernel machine in high-dimensional partially linear model","authors":"Xinyi Zhao, Yaohua Rong, Junze Lin, Maozai Tian, Jinwen Liang","doi":"10.1080/03610918.2024.2329244","DOIUrl":"https://doi.org/10.1080/03610918.2024.2329244","url":null,"abstract":"Obtaining excellent prediction accuracy in the high-dimensional partially linear model is particularly important. However, it is difficult to achieve due to the complex relationship between nonpara...","PeriodicalId":55240,"journal":{"name":"Communications in Statistics-Simulation and Computation","volume":"50 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140570072","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}
Pub Date : 2024-03-31DOI: 10.1080/03610918.2024.2331624
Ihab Abusaif, Burak Kayacı, Coşkun Kuş
In this paper, a new flexible count regression analysis is proposed. For this purpose, a new modification of the Poisson distribution is introduced which generalizes the Poisson, zero-inflated Pois...
{"title":"Multiple arbitrarily inflated Poisson regression analysis","authors":"Ihab Abusaif, Burak Kayacı, Coşkun Kuş","doi":"10.1080/03610918.2024.2331624","DOIUrl":"https://doi.org/10.1080/03610918.2024.2331624","url":null,"abstract":"In this paper, a new flexible count regression analysis is proposed. For this purpose, a new modification of the Poisson distribution is introduced which generalizes the Poisson, zero-inflated Pois...","PeriodicalId":55240,"journal":{"name":"Communications in Statistics-Simulation and Computation","volume":"57 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140570415","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}
Pub Date : 2024-03-25DOI: 10.1080/03610918.2024.2333350
J. H. McVittie
Published in Communications in Statistics - Simulation and Computation (Ahead of Print, 2024)
发表于《统计学通讯--模拟与计算》（2024 年，提前出版）
{"title":"Comment on ‘generating survival times with time-varying covariates using the Lambert W function’","authors":"J. H. McVittie","doi":"10.1080/03610918.2024.2333350","DOIUrl":"https://doi.org/10.1080/03610918.2024.2333350","url":null,"abstract":"Published in Communications in Statistics - Simulation and Computation (Ahead of Print, 2024)","PeriodicalId":55240,"journal":{"name":"Communications in Statistics-Simulation and Computation","volume":"110 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-03-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140300656","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}
Pub Date : 2024-03-21DOI: 10.1080/03610918.2024.2329997
Anupama Nandi, Subrata Chakraborty, Aniket Biswas
A new two-parameter discrete distribution, namely the PoiG distribution, is derived by the convolution of a Poisson variate and an independently distributed geometric random variable. This distribu...
{"title":"A new over-dispersed count model based on Poisson-Geometric convolution","authors":"Anupama Nandi, Subrata Chakraborty, Aniket Biswas","doi":"10.1080/03610918.2024.2329997","DOIUrl":"https://doi.org/10.1080/03610918.2024.2329997","url":null,"abstract":"A new two-parameter discrete distribution, namely the PoiG distribution, is derived by the convolution of a Poisson variate and an independently distributed geometric random variable. This distribu...","PeriodicalId":55240,"journal":{"name":"Communications in Statistics-Simulation and Computation","volume":"15 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140202990","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}
Pub Date : 2024-03-21DOI: 10.1080/03610918.2024.2329992
Bin Du, Junlong Zhao, Xin Zhang
Distributed frameworks are commonly used in the setting where data are stored in k different local machines and cannot be merged due to privacy protections or the huge sample size. For a random vec...
分布式框架常用于数据存储在 k 台不同的本地机器中，并且由于隐私保护或样本量巨大而无法合并的情况。对于随机矢量，分布式框架是最有效的方法。
{"title":"Hypothesis testing of one sample mean vector in distributed frameworks","authors":"Bin Du, Junlong Zhao, Xin Zhang","doi":"10.1080/03610918.2024.2329992","DOIUrl":"https://doi.org/10.1080/03610918.2024.2329992","url":null,"abstract":"Distributed frameworks are commonly used in the setting where data are stored in k different local machines and cannot be merged due to privacy protections or the huge sample size. For a random vec...","PeriodicalId":55240,"journal":{"name":"Communications in Statistics-Simulation and Computation","volume":"25 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140202986","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}
Pub Date : 2024-03-21DOI: 10.1080/03610918.2024.2330700
Xiaojie Xu, Yun Zhang
To many commodity market participants, forecasts of price series represent a critical task. In this work, nonlinear autoregressive neural network models’ potential is explored for forecasting daily...
{"title":"Platinum and palladium price forecasting through neural networks","authors":"Xiaojie Xu, Yun Zhang","doi":"10.1080/03610918.2024.2330700","DOIUrl":"https://doi.org/10.1080/03610918.2024.2330700","url":null,"abstract":"To many commodity market participants, forecasts of price series represent a critical task. In this work, nonlinear autoregressive neural network models’ potential is explored for forecasting daily...","PeriodicalId":55240,"journal":{"name":"Communications in Statistics-Simulation and Computation","volume":"31 1","pages":""},"PeriodicalIF":0.9,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140202763","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}
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