CRC Report Series


Book Description




R Graphics, Third Edition


Book Description

This third edition of Paul Murrell’s classic book on using R for graphics represents a major update, with a complete overhaul in focus and scope. It focuses primarily on the two core graphics packages in R - graphics and grid - and has a new section on integrating graphics. This section includes three new chapters: importing external images in to R; integrating the graphics and grid systems; and advanced SVG graphics. The emphasis in this third edition is on having the ability to produce detailed and customised graphics in a wide variety of formats, on being able to share and reuse those graphics, and on being able to integrate graphics from multiple systems. This book is aimed at all levels of R users. For people who are new to R, this book provides an overview of the graphics facilities, which is useful for understanding what to expect from R's graphics functions and how to modify or add to the output they produce. For intermediate-level R users, this book provides all of the information necessary to perform sophisticated customizations of plots produced in R. For advanced R users, this book contains vital information for producing coherent, reusable, and extensible graphics functions.




CRC Report


Book Description







Time Series


Book Description

Focusing on Bayesian approaches and computations using simulation-based methods for inference, Time Series: Modeling, Computation, and Inference integrates mainstream approaches for time series modeling with significant recent developments in methodology and applications of time series analysis. It encompasses a graduate-level account of Bayesian time series modeling and analysis, a broad range of references to state-of-the-art approaches to univariate and multivariate time series analysis, and emerging topics at research frontiers. The book presents overviews of several classes of models and related methodology for inference, statistical computation for model fitting and assessment, and forecasting. The authors also explore the connections between time- and frequency-domain approaches and develop various models and analyses using Bayesian tools, such as Markov chain Monte Carlo (MCMC) and sequential Monte Carlo (SMC) methods. They illustrate the models and methods with examples and case studies from a variety of fields, including signal processing, biomedicine, and finance. Data sets, R and MATLAB® code, and other material are available on the authors’ websites. Along with core models and methods, this text offers sophisticated tools for analyzing challenging time series problems. It also demonstrates the growth of time series analysis into new application areas.




The CRC's Guide to Coordinating Clinical Research


Book Description

This guidebook is filled with valuable information on the role and responsibilities of a clinical research coordinator (CRC) and explains the research process from the site and CRC perspective. Topics covered include: identifying the regulations governing clinical research; describing the drug development process; discussing good clinical practices and how to apply them in clinical trials and organizing a clinical practice.




Practical R for Mass Communication and Journalism


Book Description

Do you want to use R to tell stories? This book was written for you—whether you already know some R or have never coded before. Most R texts focus only on programming or statistical theory. Practical R for Mass Communication and Journalism gives you ideas, tools, and techniques for incorporating data and visualizations into your narratives. You’ll see step by step how to: Analyze airport flight delays, restaurant inspections, and election results Map bank locations, median incomes, and new voting districts Compare campaign contributions to final election results Extract data from PDFs Whip messy data into shape for analysis Scrape data from a website Create graphics ranging from simple, static charts to interactive visualizations for the Web If you work or plan to work in a newsroom, government office, non-profit policy organization, or PR office, Practical R for Mass Communication and Journalism will help you use R in your world. This book has a companion website with code, links to additional resources, and searchable tables by function and task. Sharon Machlis is the author of Computerworld’s Beginner’s Guide to R, host of InfoWorld’s Do More With R video screencast series, admin for the R for Journalists Google Group, and is well known among Twitter users who follow the #rstats hashtag. She is Director of Editorial Data and Analytics at IDG Communications (parent company of Computerworld, InfoWorld, PC World and Macworld, among others) and a frequent speaker at data journalism and R conferences.




Data Science for Mathematicians


Book Description

Mathematicians have skills that, if deepened in the right ways, would enable them to use data to answer questions important to them and others, and report those answers in compelling ways. Data science combines parts of mathematics, statistics, computer science. Gaining such power and the ability to teach has reinvigorated the careers of mathematicians. This handbook will assist mathematicians to better understand the opportunities presented by data science. As it applies to the curriculum, research, and career opportunities, data science is a fast-growing field. Contributors from both academics and industry present their views on these opportunities and how to advantage them.




Colorectal cancer screening


Book Description

A Working Group of 23 independent experts from 15 countries, convened by the International Agency for Research on Cancer (IARC) in November 2017, reviewed the scientific evidence and assessed the cancer-preventive and adverse effects of various methods of screening for colorectal cancer. Colorectal cancer is the third most common cancer in men and the second most common in women worldwide, and represents more than 10% of the global cancer burden. This publication provides evidence-based evaluations of the effectiveness of colorectal cancer screening in reducing colorectal cancer incidence and mortality. The Working Group also reviewed the body of evidence on the comparison of endoscopic and stool-based techniques, on the determinants of participation in screening programs, and on the most mature emerging techniques that may be alternatives to current practices for colorectal cancer screening, as well as presenting the different categories of high-risk populations and the surveillance strategies for such individuals.




Insights on Fashion Journalism


Book Description

This collection surveys the key debates and issues that currently face fashion journalism, going beyond traditional print media to consider its multiple contexts and iterations in an ever-evolving post-digital media environment. Bringing together a diverse range of contributors, Insights on Fashion Journalism explores the characteristics, complexities, shifts and specificities of the field. The book is organized into three sections, mapping fashion journalism’s established and emerging practices and exploring its parameters from mainstream to marginal. Section One focuses on the complex relationships between those who practice fashion journalism, the fashion industry and the media context in which they operate; Section Two considers the ways in which fashion journalism responds to the socio-political and cultural contexts in which it is created, as well as the impact these contexts have on tone, content and style; and Section Three investigates how language is employed in different media. Approaching fashion journalism through a critically diverse lens, this collection is an asset for academics and students in the fields of fashion studies, journalism, communication, cultural studies and digital media.