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Arc-Sin Transformation for Binomial Sample Proportions in Small Area Estimation 小面积估计中二项样本比例的Arc-Sin变换
3区 数学
Statistica Sinica Pub Date : 2023-01-01 DOI: 10.5705/ss.202020.0446
Masayo Hirose, Malay Ghosh, Tamal Ghosh
{"title":"Arc-Sin Transformation for Binomial Sample Proportions in Small Area Estimation","authors":"Masayo Hirose, Malay Ghosh, Tamal Ghosh","doi":"10.5705/ss.202020.0446","DOIUrl":"https://doi.org/10.5705/ss.202020.0446","url":null,"abstract":"","PeriodicalId":49478,"journal":{"name":"Statistica Sinica","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136092626","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Orthogonal Minimally Aliased Response Surface Designs for Three-Level Quantitative Factors and Two-Level Categorical Factors 三水平定量因子和两水平分类因子的正交最小混叠响应面设计
3区 数学
Statistica Sinica Pub Date : 2023-01-01 DOI: 10.5705/ss.202020.0347
José Núñez Ares, Eric Schoen, Peter Goos
{"title":"Orthogonal Minimally Aliased Response Surface Designs for Three-Level Quantitative Factors and Two-Level Categorical Factors","authors":"José Núñez Ares, Eric Schoen, Peter Goos","doi":"10.5705/ss.202020.0347","DOIUrl":"https://doi.org/10.5705/ss.202020.0347","url":null,"abstract":"","PeriodicalId":49478,"journal":{"name":"Statistica Sinica","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136092736","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Poisson Regression With Error Corrupted High Dimensional Features 误差破坏高维特征的泊松回归
3区 数学
Statistica Sinica Pub Date : 2023-01-01 DOI: 10.5705/ss.202020.0251
Fei Jiang, Yanyuan Ma
{"title":"Poisson Regression With Error Corrupted High Dimensional Features","authors":"Fei Jiang, Yanyuan Ma","doi":"10.5705/ss.202020.0251","DOIUrl":"https://doi.org/10.5705/ss.202020.0251","url":null,"abstract":"","PeriodicalId":49478,"journal":{"name":"Statistica Sinica","volume":"109 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135182928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Test for Conditional Variance of Integer-Valued Time Series 整数值时间序列条件方差的检验
3区 数学
Statistica Sinica Pub Date : 2023-01-01 DOI: 10.5705/ss.202020.0357
Yuichi Goto, Kou Fujimori
{"title":"Test for Conditional Variance of Integer-Valued Time Series","authors":"Yuichi Goto, Kou Fujimori","doi":"10.5705/ss.202020.0357","DOIUrl":"https://doi.org/10.5705/ss.202020.0357","url":null,"abstract":"","PeriodicalId":49478,"journal":{"name":"Statistica Sinica","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135182951","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Copula-Based Functional Bayes Classification With Principal Components and Partial Least Squares 基于copula的主成分与偏最小二乘泛函贝叶斯分类
3区 数学
Statistica Sinica Pub Date : 2023-01-01 DOI: 10.5705/ss.202020.0214
Wentian Huang, David Ruppert
{"title":"Copula-Based Functional Bayes Classification With Principal Components and Partial Least Squares","authors":"Wentian Huang, David Ruppert","doi":"10.5705/ss.202020.0214","DOIUrl":"https://doi.org/10.5705/ss.202020.0214","url":null,"abstract":"We present a new functional Bayes classifier that uses principal component (PC) or partial least squares (PLS) scores from the common covariance function, that is, the covariance function marginalized over groups. When the groups have different covariance functions, the PC or PLS scores need not be independent or even uncorrelated. We use copulas to model the dependence. Our method is semiparametric; the marginal densities are estimated nonparametrically by kernel smoothing and the copula is modeled parametrically. We focus on Gaussian and t-copulas, but other copulas could be used. The strong performance of our methodology is demonstrated through simulation, real data examples, and asymptotic properties.","PeriodicalId":49478,"journal":{"name":"Statistica Sinica","volume":"167 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135783353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Weighted Nonlinear Regression With Nonstationary Time Series 非平稳时间序列的加权非线性回归
IF 1.4 3区 数学
Statistica Sinica Pub Date : 2023-01-01 DOI: 10.5705/ss.202021.0426
Chunlei Jin, Qiying Wang
{"title":"Weighted Nonlinear Regression With Nonstationary Time Series","authors":"Chunlei Jin, Qiying Wang","doi":"10.5705/ss.202021.0426","DOIUrl":"https://doi.org/10.5705/ss.202021.0426","url":null,"abstract":": This study investigates a weighted least squares (WLS) estimation in a nonlinear cointegrating regression. In a nonlinear regression model, where the regressors include nearly integrated arrays and stationary processes, we show that the WLS estimator has a mixed Gaussian limit, and the corresponding Studentized statistic converges to a standard normal distribution. The WLS estimator is free of the memory parameter, even when a fractional process is included in the regressors. We also consider an ordinary least squares estimation in a nonlinear cointegrating regression. Compared with the WLS estimator, the limit distribution of the ordinary least squares estimator is non-Gaussian, and depends on the nuisance parameters from the regressors when the regression function is non-integrable.","PeriodicalId":49478,"journal":{"name":"Statistica Sinica","volume":"1 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70938308","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Asymptotic Analysis of Mis-Classified Linear Mixed Models 误分类线性混合模型的渐近分析
IF 1.4 3区 数学
Statistica Sinica Pub Date : 2023-01-01 DOI: 10.5705/ss.202023.0082
Haiqiang Ma, Jiming Jiang
{"title":"Asymptotic Analysis of Mis-Classified Linear Mixed Models","authors":"Haiqiang Ma, Jiming Jiang","doi":"10.5705/ss.202023.0082","DOIUrl":"https://doi.org/10.5705/ss.202023.0082","url":null,"abstract":"Analysis of Mis-Classified Linear Mixed Models","PeriodicalId":49478,"journal":{"name":"Statistica Sinica","volume":"1 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70939976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Robust Recovery of the Central Subspace for Regression Using the Influence Function of the Rényi Divergence 基于rsamnyi散度影响函数的回归中心子空间鲁棒恢复
IF 1.4 3区 数学
Statistica Sinica Pub Date : 2023-01-01 DOI: 10.5705/ss.202022.0351
Ross Iaci, T. N. Sriram
{"title":"Robust Recovery of the Central Subspace for Regression Using the Influence Function of the Rényi Divergence","authors":"Ross Iaci, T. N. Sriram","doi":"10.5705/ss.202022.0351","DOIUrl":"https://doi.org/10.5705/ss.202022.0351","url":null,"abstract":"","PeriodicalId":49478,"journal":{"name":"Statistica Sinica","volume":"21 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70940120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Asymptotically Optimal Multistage Tests for Non-iid Data 非id数据的渐近最优多阶段检验
IF 1.4 3区 数学
Statistica Sinica Pub Date : 2023-01-01 DOI: 10.5705/ss.202022.0235
Yiming Xing, Georgios Fellouris
{"title":"Asymptotically Optimal Multistage Tests for Non-iid Data","authors":"Yiming Xing, Georgios Fellouris","doi":"10.5705/ss.202022.0235","DOIUrl":"https://doi.org/10.5705/ss.202022.0235","url":null,"abstract":"","PeriodicalId":49478,"journal":{"name":"Statistica Sinica","volume":"1 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70939160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Parametric Modal Regression with Autocorrelated Error Process 具有自相关误差过程的参数模态回归
IF 1.4 3区 数学
Statistica Sinica Pub Date : 2023-01-01 DOI: 10.5705/ss.202021.0405
Tao Wang
{"title":"Parametric Modal Regression with Autocorrelated Error Process","authors":"Tao Wang","doi":"10.5705/ss.202021.0405","DOIUrl":"https://doi.org/10.5705/ss.202021.0405","url":null,"abstract":"","PeriodicalId":49478,"journal":{"name":"Statistica Sinica","volume":"43 1","pages":""},"PeriodicalIF":1.4,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70937994","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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