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Reproducible Research with R and R Studio
All the Tools for Gathering and Analyzing Data and Presenting Results Reproducible Research with R and RStudio, Second Edition brings together the skills and tools needed for doing and presenting computational research. Using straightforward examples, the book takes you through an entire reproducible research workflow. This practical workflow enables you to gather and analyze data as well as dynamically present results in print and on the web. New to the Second Edition The rmarkdown package that allows you to create reproducible research documents in PDF, HTML, and Microsoft Word formats using the simple and intuitive Markdown syntax Improvements to RStudio’s interface and capabilities, su...
Reproducible Research with R and RStudio
Praise for previous editions: "Gandrud has written a great outline of how a fully reproducible research project should look from start to finish, with brief explanations of each tool that he uses along the way... Advanced undergraduate students in mathematics, statistics, and similar fields as well as students just beginning their graduate studies would benefit the most from reading this book. Many more experienced R users or second-year graduate students might find themselves thinking, ‘I wish I’d read this book at the start of my studies, when I was first learning R!’...This book could be used as the main text for a class on reproducible research ..." (The American Statistician) Repr...
Reproducible Research with R and R Studio
Bringing together computational research tools in one accessible source, Reproducible Research with R and RStudio guides you in creating dynamic and highly reproducible research. Suitable for researchers in any quantitative empirical discipline, it presents practical tools for data collection, data analysis, and the presentation of results. With straightforward examples, the book takes you through a reproducible research workflow, showing you how to use: R for dynamic data gathering and automated results presentation knitr for combining statistical analysis and results into one document LaTeX for creating PDF articles and slide shows, and Markdown and HTML for presenting results on the web C...
House of the People
While there is overwhelming support for democracy in India and voter turnout is higher than in many Western democracies, there are low levels of trust in political parties and elected representatives. This book is an attempt to look beyond Indian elections, which has increasingly occupied analysts and commentators. It focuses on the Lok Sabha (The House of the People), comprising 543 members directly elected for five years by a potential 800 million plus voters in 2019. The book seeks to answer two questions: Is the Indian Parliament, which has the unenviable task of representing a diverse nation of a billion-plus people, working, if not in an exemplary manner, at least reasonably well, to articulate the diverse demands of the electorate and translate them into legislation and policy? To what extent has the practice of Indian democracy transformed the institution of parliament, which was adopted from the British, and its functioning?
The EU Law of Economic and Monetary Union
An authoritative reference work on the legal framework of European economic and monetary union, this book comprehensively analyses the legal foundations, institutions, and substantive legal issues in EU monetary integration.
Computational Actuarial Science with R
A Hands-On Approach to Understanding and Using Actuarial ModelsComputational Actuarial Science with R provides an introduction to the computational aspects of actuarial science. Using simple R code, the book helps you understand the algorithms involved in actuarial computations. It also covers more advanced topics, such as parallel computing and C/
Accountability in the Economic and Monetary Union
Following the financial and public debt crisis, the EU's Economic and Monetary Union (EMU) has been under intense political scrutiny. The measures adopted in response to the crisis have granted additional powers to the EU (and national) authorities, the exercise of which can have massive implications for the economies of the Member States, financial institutions and, of course, citizens. The following questions arise: how can we hold accountable those institutions that are exercising power at the national and EU level? What is the appropriate level, type and degree of accountability and transparency that should be involved in the development of the EU's governance structures in the areas of ...
Reproducible Research with R and RStudio
Praise for previous editions: "Gandrud has written a great outline of how a fully reproducible research project should look from start to finish, with brief explanations of each tool that he uses along the way... Advanced undergraduate students in mathematics, statistics, and similar fields as well as students just beginning their graduate studies would benefit the most from reading this book. Many more experienced R users or second-year graduate students might find themselves thinking, ‘I wish I’d read this book at the start of my studies, when I was first learning R!’...This book could be used as the main text for a class on reproducible research ..." (The American Statistician) Repr...
Analyzing Sensory Data with R
Choose the Proper Statistical Method for Your Sensory Data Issue Analyzing Sensory Data with R gives you the foundation to analyze and interpret sensory data. The book helps you find the most appropriate statistical method to tackle your sensory data issue. Covering quantitative, qualitative, and affective approaches, the book presents the big picture of sensory evaluation. Through an integrated approach that connects the different dimensions of sensory evaluation, you’ll understand: The reasons why sensory data are collected The ways in which the data are collected and analyzed The intrinsic meaning of the data The interpretation of the data analysis results Each chapter corresponds to one main sensory topic. The chapters start with presenting the nature of the sensory evaluation and its objectives, the sensory particularities related to the sensory evaluation, details about the data set obtained, and the statistical analyses required. Using real examples, the authors then illustrate step by step how the analyses are performed in R. The chapters conclude with variants and extensions of the methods that are related to the sensory task itself, the statistical methodology, or both.
Advanced R, Second Edition
Advanced R helps you understand how R works at a fundamental level. It is designed for R programmers who want to deepen their understanding of the language, and programmers experienced in other languages who want to understand what makes R different and special. This book will teach you the foundations of R; three fundamental programming paradigms (functional, object-oriented, and metaprogramming); and powerful techniques for debugging and optimising your code. By reading this book, you will learn: The difference between an object and its name, and why the distinction is important The important vector data structures, how they fit together, and how you can pull them apart using subsetting Th...
