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Preparing Data For Analysis With JMP

 
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MessagePosté le: Jeu 6 Juil - 07:13 (2017)    Sujet du message: Preparing Data For Analysis With JMP Répondre en citant


Preparing Data for Analysis with JMP
by Robert Carver



->>>DOWNLOAD BOOK Preparing Data for Analysis with JMP



Access and clean up data easily using JMP®!



Data 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.



Preparing Data for Analysis with JMP® 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.



With this book, you will learn how to:<ul>
<li>Manage database operations using the JMP Query Builder
<li>Get data into JMP from other formats, such as Excel, csv, SAS, HTML, JSON, and the web
<li>Identify and avoid problems with the help of JMP&#x2019;s visual and automated data-exploration tools
<li>Consolidate data from multiple sources with Query Builder for tables
<li>Deal with common issues and repairs that include the following tasks:<ul>
<li>reshaping tables (stack/unstack)
<li>managing missing data with techniques such as imputation and Principal Components Analysis
<li>cleaning and correcting dirty data
<li>computing new variables
<li>transforming variables for modelling
<li>reconciling time and date </ul>
<li>Subset and filter your data
<li>Save data tables for exchange with other platforms</ul>








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