{"title":"A New Probability Model with Support on Unit Interval: Structural Properties, Regression of Bounded Response and Applications","authors":"Subrata Chakraborty, Seng Huat Ong, Choung Min Ng","doi":"10.1007/s42519-023-00345-4","DOIUrl":"https://doi.org/10.1007/s42519-023-00345-4","url":null,"abstract":"","PeriodicalId":45853,"journal":{"name":"Journal of Statistical Theory and Practice","volume":"23 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136105971","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}
{"title":"Maximal Inequalities and Convergence Results on Multidimensionally Indexed Demimartingales","authors":"Milto Hadjikyriakou, B. L. S. Prakasa Rao","doi":"10.1007/s42519-023-00348-1","DOIUrl":"https://doi.org/10.1007/s42519-023-00348-1","url":null,"abstract":"","PeriodicalId":45853,"journal":{"name":"Journal of Statistical Theory and Practice","volume":"147 9","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134974244","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}
{"title":"Association Between Nominal Categorical Variables: New Measure Formulation Based on Metric Distances and Value Validity","authors":"Tarald O. Kvålseth","doi":"10.1007/s42519-023-00344-5","DOIUrl":"https://doi.org/10.1007/s42519-023-00344-5","url":null,"abstract":"Abstract When dealing with nominal categorical data, it is often desirable to know the degree of association or dependence between the categorical variables. While there is literally no limit to the number of alternative association measures that have been proposed over the years, they all yield greatly varying, contradictory, and unreliable results due to their lack of an important property: value validity. After discussing the value-validity property, this paper introduces a new measure of association (dependence) based on the mean Euclidean distance between probability distributions, one being a distribution under independence. Both the asymmetric form, when one variable can be considered as the explanatory (independent) variable and one as the response (dependent) variable, and the symmetric form of the measure are introduced. Particular emphasis is given to the important 2 × 2 case when each variable has two categories, but the general case of any number of categories is also covered. Besides having the value-validity property, the new measure has all the prerequisites of a good association measure. Comparisons are made with the well-known Goodman–Kruskal lambda and tau measures. Statistical inference procedure for the new measure is also derived and numerical examples are provided.","PeriodicalId":45853,"journal":{"name":"Journal of Statistical Theory and Practice","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135534942","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}
Carlina C. Feldmann, S. Mews, Angelica Coculla, R. Stanewsky, R. Langrock
{"title":"Flexible Modelling of Diel and Other Periodic Variation in Hidden Markov Models","authors":"Carlina C. Feldmann, S. Mews, Angelica Coculla, R. Stanewsky, R. Langrock","doi":"10.1007/s42519-023-00342-7","DOIUrl":"https://doi.org/10.1007/s42519-023-00342-7","url":null,"abstract":"","PeriodicalId":45853,"journal":{"name":"Journal of Statistical Theory and Practice","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41670102","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}
Matthew A. Grayson, Alain Kangabire, Can Aygen, Kevin Considine
{"title":"Stochastic Simulation of Continuous Time Random Walks: Minimizing Error in Time-Dependent Rate Coefficients for Diffusion-Limited Reactions","authors":"Matthew A. Grayson, Alain Kangabire, Can Aygen, Kevin Considine","doi":"10.1007/s42519-023-00343-6","DOIUrl":"https://doi.org/10.1007/s42519-023-00343-6","url":null,"abstract":"","PeriodicalId":45853,"journal":{"name":"Journal of Statistical Theory and Practice","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49519412","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}
Clara Yokochi, Regina Bispo, Fernando Ricardo, R. Calado
{"title":"Regularization Methods for High-Dimensional Data as a Tool for Seafood Traceability","authors":"Clara Yokochi, Regina Bispo, Fernando Ricardo, R. Calado","doi":"10.1007/s42519-023-00341-8","DOIUrl":"https://doi.org/10.1007/s42519-023-00341-8","url":null,"abstract":"","PeriodicalId":45853,"journal":{"name":"Journal of Statistical Theory and Practice","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2023-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43589622","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}
{"title":"Treatment Effects Estimation with Missing not at Random Data Without Outcome Modeling","authors":"Shintaro Yoneyama, Mihoko Minami","doi":"10.1007/s42519-023-00338-3","DOIUrl":"https://doi.org/10.1007/s42519-023-00338-3","url":null,"abstract":"","PeriodicalId":45853,"journal":{"name":"Journal of Statistical Theory and Practice","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2023-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48096257","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}
{"title":"On the Maximum Likelihood Estimation of Population and Domain Means","authors":"Janusz L. Wywiał","doi":"10.1007/s42519-023-00337-4","DOIUrl":"https://doi.org/10.1007/s42519-023-00337-4","url":null,"abstract":"","PeriodicalId":45853,"journal":{"name":"Journal of Statistical Theory and Practice","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2023-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46251312","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}
{"title":"Nonparametric Identifiability in Species Distribution and Abundance Models: Why it Matters and How to Diagnose a Lack of it Using Simulation","authors":"S. Stoudt, P. de Valpine, William Fithian","doi":"10.1007/s42519-023-00336-5","DOIUrl":"https://doi.org/10.1007/s42519-023-00336-5","url":null,"abstract":"","PeriodicalId":45853,"journal":{"name":"Journal of Statistical Theory and Practice","volume":" ","pages":""},"PeriodicalIF":0.6,"publicationDate":"2023-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45886605","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}
{"title":"The Generalized Two-Sided Beta Distribution with Applications in Project Risk Analysis","authors":"J. R. van Dorp, E. Shittu","doi":"10.1007/s42519-023-00335-6","DOIUrl":"https://doi.org/10.1007/s42519-023-00335-6","url":null,"abstract":"","PeriodicalId":45853,"journal":{"name":"Journal of Statistical Theory and Practice","volume":"17 1","pages":""},"PeriodicalIF":0.6,"publicationDate":"2023-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52718638","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}