<p><b>Access and clean up data easily using JMP®!</b></p> <br /><br /><p>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. </p> <br /><br /><p><i>Preparing Data for Analysis with JMP®</i> 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.</p> <br /><br /><p>With this book, you will learn how to:<ul> <br /><li>Manage database operations using the JMP Query Builder <br /><li>Get data into JMP from other formats, such as Excel, csv, SAS, HTML, JSON, and the web <br /><li>Identify and avoid problems with the help of JMP’s visual and automated data-exploration tools <br /><li>Consolidate data from multiple sources with Query Builder for tables <br /><li>Deal with common issues and repairs that include the following tasks:<ul> <br /><li>reshaping tables (stack/unstack) <br /><li>managing missing data with techniques such as imputation and Principal Components Analysis <br /><li>cleaning and correcting dirty data <br /><li>computing new variables <br /><li>transforming variables for modelling <br /><li>reconciling time and date </ul> <br /><li>Subset and filter your data <br /><li>Save data tables for exchange with other platforms</ul></p>
Details: rank: price: $26.99 bound: 216 pages publisher: SAS Institute (May 1, 2017) lang: English asin: B0716771XT isbn: weight: filesize: 45325 KB
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