{"product_id":"discrete-data-analysis-with-r-visualization-and-modeling-techniques-for-categorical-and-count-data-chapman-hallcrc-texts-in-statistical-science-9781498725835","title":"Discrete Data Analysis With R: Visualization and Modeling Techniques for Categorical and Count Data (Chapman \u0026 Hall\/CRC Texts in Statistical Science)","description":"\u003cp\u003eAn Applied Treatment of Modern Graphical Methods for Analyzing Categorical Data Discrete Data Analysis with R: Visualization and Modeling Techniques for Categorical and Count Data presents an applied treatment of modern methods for the analysis of categorical data  both discrete response data and frequency data. It explains how to use graphical methods for exploring data  spotting unusual features  visualizing fitted models  and presenting results. The book is designed for advanced undergraduate and graduate students in the social and health sciences  epidemiology  economics  business  statistics  and biostatistics as well as researchers  methodologists  and consultants who can use the methods with their own data and analyses. Along with describing the necessary statistical theory  the authors illustrate the practical application of the techniques to a large number of substantive problems  including how to organize data  conduct an analysis  produce informative graphs  and evaluate what the graphs reveal about the data. The first part of the book contains introductory material on graphical methods for discrete data  basic R skills  and methods for fitting and visualizing one-way discrete distributions. The second part focuses on simple  traditional nonparametric tests and exploratory methods for visualizing patterns of association in two-way and larger frequency tables. The final part of the text discusses model-based methods for the analysis of discrete data. Web ResourceThe data sets and R software used  including the authors own vcd and vcdExtra packages  are available at http:\/\/cran.r-project.org.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":45666035204149,"sku":"ByrdShop_149872583X","price":135.88,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781498725835.jpg?v=1782416176","url":"https:\/\/atxbooks.com\/products\/discrete-data-analysis-with-r-visualization-and-modeling-techniques-for-categorical-and-count-data-chapman-hallcrc-texts-in-statistical-science-9781498725835","provider":"ATX Books","version":"1.0","type":"link"}