{"product_id":"9781635261486","title":"Preparing Data for Analysis with JMP","description":"\u003cp\u003e\u003cb\u003eAccess and clean up data easily using JMP®!\u003c\/b\u003e\u003c\/p\u003e   \u003cp\u003eData acquisition and preparation commonly consume approximately 75% of the effort and time of total data analysis. JMP provides many visual, intuitive, and even innovative data-preparation capabilities that enable you to make the most of your organization's data. \u003c\/p\u003e   \u003cp\u003e\u003ci\u003ePreparing Data for Analysis with JMP®\u003c\/i\u003e is organized within a framework of statistical investigations and model-building and illustrates the new data-handling features in JMP, such as the Query Builder. Useful to students and programmers with little or no JMP experience, or those looking to learn the new data-management features and techniques, it uses a practical approach to getting started with plenty of examples. Using step-by-step demonstrations and screenshots, this book walks you through the most commonly used data-management techniques that also include lots of tips on how to avoid common problems.\u003c\/p\u003e   \u003cp\u003eWith this book, you will learn how to:\u003c\/p\u003e\u003cul\u003e  \u003cli\u003eManage database operations using the JMP Query Builder  \u003c\/li\u003e\n\u003cli\u003eGet data into JMP from other formats, such as Excel, csv, SAS, HTML, JSON, and the web  \u003c\/li\u003e\n\u003cli\u003eIdentify and avoid problems with the help of JMP’s visual and automated data-exploration tools  \u003c\/li\u003e\n\u003cli\u003eConsolidate data from multiple sources with Query Builder for tables  \u003c\/li\u003e\n\u003cli\u003eDeal with common issues and repairs that include the following tasks:\u003cul\u003e  \u003cli\u003ereshaping tables (stack\/unstack)  \u003c\/li\u003e\n\u003cli\u003emanaging missing data with techniques such as imputation and Principal Components Analysis  \u003c\/li\u003e\n\u003cli\u003ecleaning and correcting dirty data  \u003c\/li\u003e\n\u003cli\u003ecomputing new variables  \u003c\/li\u003e\n\u003cli\u003etransforming variables for modelling  \u003c\/li\u003e\n\u003cli\u003ereconciling time and date \u003c\/li\u003e\n\u003c\/ul\u003e  \u003c\/li\u003e\n\u003cli\u003eSubset and filter your data  \u003c\/li\u003e\n\u003cli\u003eSave data tables for exchange with other platforms\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"SAS Institute","offers":[{"title":"Default Title","offer_id":47151975497968,"sku":"9781635261486","price":29.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781635261486_p0.jpg?v=1763682606","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781635261486","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}