{"title":"LIKELIHOOD INFERENCE USING EM BASED ALGORITHM FOR COM-POISSON CURE RATE MODEL WITH GENERALIZED GAMMA LIFETIMES UNDER INTERVAL CENSORING","authors":"Janani Amirtharaj, G. Vijayasree","doi":"10.17654/0972361722081","DOIUrl":"https://doi.org/10.17654/0972361722081","url":null,"abstract":"","PeriodicalId":43137,"journal":{"name":"Advances and Applications in Statistics","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2022-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48939861","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":"USE OF THE FIRST AND SECOND HALVES RESULTS TO CLASSIFY THE FINAL OUTCOME OF ENGLISH PREMIER LEAGUE MATCHES","authors":"Tomilayo P. Iyiola, H. Okagbue, O. A. Odetunmibi","doi":"10.17654/0972361722080","DOIUrl":"https://doi.org/10.17654/0972361722080","url":null,"abstract":"","PeriodicalId":43137,"journal":{"name":"Advances and Applications in Statistics","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2022-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47071972","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":"COMPARISON OF THE RELIABILITY OF A LINEAR CONSECUTIVE 2-OUT-OF-4:F SYSTEM WITH BIRNBAUM IMPORTANCE BASED GENETIC ALGORITHM AND PERMUTATION GENETIC ALGORITHMS","authors":"Ö. Gültekin","doi":"10.17654/0972361722079","DOIUrl":"https://doi.org/10.17654/0972361722079","url":null,"abstract":"","PeriodicalId":43137,"journal":{"name":"Advances and Applications in Statistics","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2022-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43154693","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":"CONSUMER BEHAVIOR ANALYSIS","authors":"A. Cazacu","doi":"10.17654/0972361722078","DOIUrl":"https://doi.org/10.17654/0972361722078","url":null,"abstract":"","PeriodicalId":43137,"journal":{"name":"Advances and Applications in Statistics","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2022-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41989510","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}
V. Selvakumar, D. K. Satpathi, Abhinav Chhabra, Arjita Nema
{"title":"DEEP LEARNING AND MACHINE LEARNING MODELS TO FORECAST BSE AND NIFTY SENSEX IT INDEX","authors":"V. Selvakumar, D. K. Satpathi, Abhinav Chhabra, Arjita Nema","doi":"10.17654/0972361722077","DOIUrl":"https://doi.org/10.17654/0972361722077","url":null,"abstract":"The primary objective of this work is to build an appropriate mathematical model that helps predict the direction of stock market indices. The stock market is volatile and dynamic, and prediction of its movement will help investors make more optimal strategies and boost their profit. In this context, the data was collected from two major IT indices of India, the BSE IT Index and the NIFTY IT Index. In modeling the time series, autoregressive integrated moving average (ARIMA) was used initially, followed by various machine learning models, like artificial neural network (ANN), recurrent neural network (RNN), and convolutional neural network (CNN). The data analysis exhibited superior performance of ANN models compared to other models for performance criteria such as root mean squared error (RMSE) and mean absolute percentage error (MAPE). This exploratory analysis concluded that ANN models outperform other predicting models to greater accuracy, augmenting previous literature on stock market analysis. This machine learning approach would help investors design optimal strategies and boost their profits in the world of stock market.","PeriodicalId":43137,"journal":{"name":"Advances and Applications in Statistics","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2022-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44655688","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":"A STRESS-STRENGTH MODEL FOR MEASURING THE ROLE OF GENDER IN COVID-19 MORTALITY","authors":"Rasha Ebaid, E. Ahmed, Marwa Ali, Walid Elbadawy","doi":"10.17654/0972361722076","DOIUrl":"https://doi.org/10.17654/0972361722076","url":null,"abstract":"As COVID-19 continues to spread out globally, one of the concerns in the scientific community is whether men are more likely to die from COVID-19 than women. In this paper, we try to answer this question using a copula-based stress-strength model. An application on a global dataset is given.","PeriodicalId":43137,"journal":{"name":"Advances and Applications in Statistics","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2022-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48190014","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":"Advances and Applications in Statistics","authors":"B. B. Tripathy, Sarbjit Singh","doi":"10.17654/0972361722075","DOIUrl":"https://doi.org/10.17654/0972361722075","url":null,"abstract":"","PeriodicalId":43137,"journal":{"name":"Advances and Applications in Statistics","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2022-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45442284","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":"MER-ESTIMATOR OF MULTIDIMENSIONAL BAYESIAN THRESHOLD IN TWO-CLASS CLASSIFICATION PROBLEM","authors":"O. Kubaychuk","doi":"10.17654/0972361722074","DOIUrl":"https://doi.org/10.17654/0972361722074","url":null,"abstract":"","PeriodicalId":43137,"journal":{"name":"Advances and Applications in Statistics","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2022-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45664220","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}
I. Elbatal, Safar M. Alghamdi, Zubair Ahmad, Z. Hussain, M. Elgarhy
{"title":"ON A NEW MODIFIED INVERSE WEIBULL DISTRIBUTION: STATISTICAL INFERENCE UNDER CENSORED SCHEMES","authors":"I. Elbatal, Safar M. Alghamdi, Zubair Ahmad, Z. Hussain, M. Elgarhy","doi":"10.17654/0972361722073","DOIUrl":"https://doi.org/10.17654/0972361722073","url":null,"abstract":"","PeriodicalId":43137,"journal":{"name":"Advances and Applications in Statistics","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2022-10-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46441237","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":"COMPARATIVE ANALYSIS OF MATHEMATICAL MODEL OF COVID-SARS USING ATANGANA- BALEANU AND YANG-ABDEL-CATTANI FRACTIONAL DERIVATIVE OPERATORS","authors":"Ibtehal Alazman, K. Albalawi","doi":"10.17654/0972361722072","DOIUrl":"https://doi.org/10.17654/0972361722072","url":null,"abstract":"Today's world is suffering from a disease known as the Corona Virus (COVID-19). Since this virus has turned into a pandemic at a global level, it is required to investigate the virus and its related attributes to anticipate future outbreaks and also to make strategies for its control through mathematical models. In this article, we perform a comparative analysis of the model using the Atangana-Baleanu and Yang-Abdel-Cattani fractional derivative operators with the help of Sumudu transform. We also compute the numerical results with graphical representation to show the behavior of the operators.","PeriodicalId":43137,"journal":{"name":"Advances and Applications in Statistics","volume":" ","pages":""},"PeriodicalIF":0.2,"publicationDate":"2022-10-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46391710","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}