{"title":"Preliminaries","authors":"Aliakbar Montazer Haghighi, Indika Wickramasinghe","doi":"10.1201/9781351238403-1","DOIUrl":"https://doi.org/10.1201/9781351238403-1","url":null,"abstract":"","PeriodicalId":231704,"journal":{"name":"Probability, Statistics, and Stochastic Processes for Engineers and Scientists","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128261616","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":"Inferential Statistics","authors":"Aliakbar Montazer Haghighi, Indika Wickramasinghe","doi":"10.1201/9781351238403-5","DOIUrl":"https://doi.org/10.1201/9781351238403-5","url":null,"abstract":"Everyone makes inferences, general statements drawn from specific evidences or experiences, as they learn about and act in the world around them. Inferential statistics are powerful tools for making inference that rely on frequencies and probabilities. Consequently, an understanding of inferential statistics can improve one’s ability to make decisions, form predictions, and conduct research. It can also protect one from the misused and misinterpreted statistics that are all too common occurrences.","PeriodicalId":231704,"journal":{"name":"Probability, Statistics, and Stochastic Processes for Engineers and Scientists","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128331858","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":"Basics of Probability","authors":"Aliakbar Montazer Haghighi, Indika Wickramasinghe","doi":"10.1201/9781351238403-2","DOIUrl":"https://doi.org/10.1201/9781351238403-2","url":null,"abstract":"","PeriodicalId":231704,"journal":{"name":"Probability, Statistics, and Stochastic Processes for Engineers and Scientists","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125442585","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 Statistics","authors":"Aliakbar Montazer Haghighi, Indika Wickramasinghe","doi":"10.1201/9781351238403-6","DOIUrl":"https://doi.org/10.1201/9781351238403-6","url":null,"abstract":"Main themes Main themes The topics treated during this course are : 1. Nonparametric estimation of a distribution function 2. Nonparametric estimation of a density function : the kernel method 3. Nonparametric estimation of a regression function : kernel estimation local polynomial estimation spline estimation The material will essentially be treated from an applied point of view of methodology. The student will study software applications of the proposed methods.","PeriodicalId":231704,"journal":{"name":"Probability, Statistics, and Stochastic Processes for Engineers and Scientists","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131070901","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}