{"title":"多元数据分析中的数据规范化。概述和属性","authors":"Mark Walesiak","doi":"10.5604/01.3001.0016.1740","DOIUrl":null,"url":null,"abstract":"The purpose of normalization is to adjust the size (magnitude) and the relative weighting of the input variables. The article presents an overview of the normalization formulas and their properties. Moreover a new formulas of normalization of the values of variables are proposed. The article discusses connection among normalization formulas and indicates incorrect normalization formulas.\n\n","PeriodicalId":357447,"journal":{"name":"Przegląd Statystyczny","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-12-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Data Normalization in Multivariate Data Analysis. An Overview and Properties\",\"authors\":\"Mark Walesiak\",\"doi\":\"10.5604/01.3001.0016.1740\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The purpose of normalization is to adjust the size (magnitude) and the relative weighting of the input variables. The article presents an overview of the normalization formulas and their properties. Moreover a new formulas of normalization of the values of variables are proposed. The article discusses connection among normalization formulas and indicates incorrect normalization formulas.\\n\\n\",\"PeriodicalId\":357447,\"journal\":{\"name\":\"Przegląd Statystyczny\",\"volume\":\"28 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-12-31\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Przegląd Statystyczny\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.5604/01.3001.0016.1740\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Przegląd Statystyczny","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.5604/01.3001.0016.1740","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Data Normalization in Multivariate Data Analysis. An Overview and Properties
The purpose of normalization is to adjust the size (magnitude) and the relative weighting of the input variables. The article presents an overview of the normalization formulas and their properties. Moreover a new formulas of normalization of the values of variables are proposed. The article discusses connection among normalization formulas and indicates incorrect normalization formulas.
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