Download or read book bookdown written by Yihui Xie and published by CRC Press. This book was released on 2016-12-12 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: bookdown: Authoring Books and Technical Documents with R Markdown presents a much easier way to write books and technical publications than traditional tools such as LaTeX and Word. The bookdown package inherits the simplicity of syntax and flexibility for data analysis from R Markdown, and extends R Markdown for technical writing, so that you can make better use of document elements such as figures, tables, equations, theorems, citations, and references. Similar to LaTeX, you can number and cross-reference these elements with bookdown. Your document can even include live examples so readers can interact with them while reading the book. The book can be rendered to multiple output formats, including LaTeX/PDF, HTML, EPUB, and Word, thus making it easy to put your documents online. The style and theme of these output formats can be customized. We used books and R primarily for examples in this book, but bookdown is not only for books or R. Most features introduced in this book also apply to other types of publications: journal papers, reports, dissertations, course handouts, study notes, and even novels. You do not have to use R, either. Other choices of computing languages include Python, C, C++, SQL, Bash, Stan, JavaScript, and so on, although R is best supported. You can also leave out computing, for example, to write a fiction. This book itself is an example of publishing with bookdown and R Markdown, and its source is fully available on GitHub.

Download or read book The Conscience of a Liberal written by Paul Krugman and published by W. W. Norton & Company. This book was released on 2009-01-12 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The most consistent and courageous—and unapologetic—liberal partisan in American journalism." —Michael Tomasky, New York Review of Books In this "clear, provocative" (Boston Globe) New York Times bestseller, Paul Krugman, today's most widely read economist, examines the past eighty years of American history, from the reforms that tamed the harsh inequality of the Gilded Age and the 1920s to the unraveling of that achievement and the reemergence of immense economic and political inequality since the 1970s. Seeking to understand both what happened to middle-class America and what it will take to achieve a "new New Deal," Krugman has created his finest book to date, a "stimulating manifesto" offering "a compelling historical defense of liberalism and a clarion call for Americans to retake control of their economic destiny" (Publishers Weekly). "As Democrats seek a rationale not merely for returning to power, but for fundamentally changing—or changing back—the relationship between America's government and its citizens, Mr. Krugman's arguments will prove vital in the months and years ahead." —Peter Beinart, New York Times

Download or read book The Sexual Question written by Paulo Drinot and published by Cambridge University Press. This book was released on 2020-03-12 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring the links between sexuality, society, and state formation, this is the first history of prostitution and its regulation in Peru. Scholars and students interested in Latin American history, the history of gender and sexuality, and the history of medicine and public health will find Drinot's study engaging and thoroughly researched.

Download or read book Hunted written by Kevin Lewis O'Neill and published by University of Chicago Press. This book was released on 2019-09-15 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: “A necessary addition to the literature on Latin America’s Pentecostals, whose number exceeds 100 million . . . a highly readable text.” —Times Higher Education “It’s not a process,” one pastor insisted, “rehabilitation is a miracle.” In the face of addiction and few state resources, Pentecostal pastors in Guatemala City are fighting what they understand to be a major crisis. Yet the treatment centers they operate produce this miracle of rehabilitation through extraordinary means: captivity. These men of faith snatch drug users off the streets, often at the request of family members, and then lock them up inside their centers for months, sometimes years. Hunted is based on more than ten years of fieldwork among these centers and the drug users that populate them. Over time, as Kevin Lewis O’Neill engaged both those in treatment and those who surveilled them, he grew increasingly concerned that he, too, had become a hunter, albeit one snatching up information. This thoughtful, intense book will reframe the arc of redemption we so often associate with drug rehabilitation, painting instead a seemingly endless cycle of hunt, capture, and release. “O’Neill uses his dramatic story of the manhunt to rethink Foucauldian pastoral power . . . [an] utterly brilliant book.” —PoLAR: Political and Legal Anthropology Review “The theme of Kevin Lewis O’Neill’s fascinating book, Hunted—i.e., drug addicts kidnapped and held in involuntary confinement in treatment centers run by Guatemalan Pentecostals—may strike readers as so outré or outrageous as to provoke a reaction . . . Hunted consists in brilliant participant-observer reportage.” —Pneuma

Download or read book The Bride from Odessa written by Edgardo Cozarinsky and published by Harvill Press. This book was released on 2004 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the Publisher: Set in Buenos Aires and Paris from the 1920s to the present day, Cozarinsky's short novel about Jewish immigrants, and the related stories he has collected and retold in a fictional light, may be among the few records we have of an extraordinary and little-known twilight society.

Download or read book Dragonomics written by Carol Wise and published by Yale University Press. This book was released on 2020-03-24 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: An insightful examination of the political and economic ties between China and Latin America from the 1950s to the present This book explores the impact of Chinese growth on Latin America since the early 2000s. Some twenty years ago, Chinese entrepreneurs headed to the Western Hemisphere in search of profits and commodities, specifically those that China lacked and that some Latin American countries held in abundance--copper, iron ore, crude oil, and soybeans. Focusing largely on Argentina, Brazil, Chile, Costa Rica, Mexico, and Peru, Carol Wise traces the evolution of political and economic ties between China and these countries and analyzes how success has varied by sector, project, and country. She also assesses the costs and benefits of Latin America's recent pivot toward Asia. Wise argues that while opportunities for closer economic integration with China are seemingly infinite, so are the risks. She contends that the best outcomes have stemmed from endeavors where the rule of law, regulatory oversight, and a clear strategy exist on the Latin American side.

Download or read book Vital Decomposition written by Kristina M. Lyons and published by Duke University Press. This book was released on 2020-04-17 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Colombia, decades of social and armed conflict and the US-led war on drugs have created a seemingly untenable situation for scientists and rural communities as they attempt to care for forests and grow non-illicit crops. In Vital Decomposition Kristina M. Lyons presents an ethnography of human-soil relations. She follows state soil scientists and peasants across labs, greenhouses, forests, and farms and attends to the struggles and collaborations between farmers, agrarian movements, state officials, and scientists over the meanings of peace, productivity, rural development, and sustainability in Colombia. In particular, Lyons examines the practices and philosophies of rural farmers who value the decomposing layers of leaves, which make the soils that sustain life in the Amazon, and shows how the study and stewardship of the soil point to alternative frameworks for living and dying. In outlining the life-making processes that compose and decompose into soil, Lyons theorizes how life can thrive in the face of the violence, criminalization, and poisoning produced by militarized, growth-oriented development.

Download or read book Finding Afro Mexico written by Theodore W. Cohen and published by Cambridge University Press. This book was released on 2020-05-07 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 2015, the Mexican state counted how many of its citizens identified as Afro-Mexican for the first time since independence. Finding Afro-Mexico reveals the transnational interdisciplinary histories that led to this celebrated reformulation of Mexican national identity. It traces the Mexican, African American, and Cuban writers, poets, anthropologists, artists, composers, historians, and archaeologists who integrated Mexican history, culture, and society into the African Diaspora after the Revolution of 1910. Theodore W. Cohen persuasively shows how these intellectuals rejected the nineteenth-century racial paradigms that heralded black disappearance when they made blackness visible first in Mexican culture and then in post-revolutionary society. Drawing from more than twenty different archives across the Americas, this cultural and intellectual history of black visibility, invisibility, and community-formation questions the racial, cultural, and political dimensions of Mexican history and Afro-diasporic thought.

Download or read book Shifting the Meaning of Democracy written by Jessica Lynn Graham and published by University of California Press. This book was released on 2019-09-24 with total page 391 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a historical analysis of one of the most striking and dramatic transformations to take place in Brazil and the United States during the twentieth century—the redefinition of the concepts of nation and democracy in racial terms. The multilateral political debates that occurred between 1930 and 1945 pushed and pulled both states towards more racially inclusive political ideals and nationalisms. Both countries utilized cultural production to transmit these racial political messages. At times working collaboratively, Brazilian and U.S. officials deployed the concept of “racial democracy” as a national security strategy, one meant to suppress the existential threats perceived to be posed by World War II and by the political agendas of communists, fascists, and blacks. Consequently, official racial democracy was limited in its ability to address racial inequities in the United States and Brazil. Shifting the Meaning of Democracy helps to explain the historical roots of a contemporary phenomenon: the coexistence of widespread antiracist ideals with enduring racial inequality.

Download or read book Unforgetting written by Roberto Lovato and published by HarperCollins. This book was released on 2020-09-01 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: An LA Times Best Book of the Year • A New York Times Editors' Pick • A Newsweek 25 Best Fall Books • A The Millions Most Anticipated Book of the Year "Gripping and beautiful. With the artistry of a poet and the intensity of a revolutionary, Lovato untangles the tightly knit skein of love and terror that connects El Salvador and the United States." —Barbara Ehrenreich, author of Natural Causes and Nickel and Dimed An urgent, no-holds-barred tale of gang life, guerrilla warfare, intergenerational trauma, and interconnected violence between the United States and El Salvador, Roberto Lovato’s memoir excavates family history and reveals the intimate stories beneath headlines about gang violence and mass Central American migration, one of the most important, yet least-understood humanitarian crises of our time—and one in which the perspectives of Central Americans in the United States have been silenced and forgotten. The child of Salvadoran immigrants, Roberto Lovato grew up in 1970s and 80s San Francisco as MS-13 and other notorious Salvadoran gangs were forming in California. In his teens, he lost friends to the escalating violence, and survived acts of brutality himself. He eventually traded the violence of the streets for human rights advocacy in wartime El Salvador where he joined the guerilla movement against the U.S.-backed, fascist military government responsible for some of the most barbaric massacres and crimes against humanity in recent history. Roberto returned from war-torn El Salvador to find the United States on the verge of unprecedented crises of its own. There, he channeled his own pain into activism and journalism, focusing his attention on how trauma affects individual lives and societies, and began the difficult journey of confronting the roots of his own trauma. As a child, Roberto endured a tumultuous relationship with his father Ramón. Raised in extreme poverty in the countryside of El Salvador during one of the most violent periods of its history, Ramón learned to survive by straddling intersecting underworlds of family secrets, traumatic silences, and dealing in black-market goods and guns. The repression of the violence in his life took its toll, however. Ramón was plagued with silences and fits of anger that had a profound impact on his youngest son, and which Roberto attributes as a source of constant reckoning with the violence and rebellion in his own life. In Unforgetting, Roberto interweaves his father’s complicated history and his own with first-hand reportage on gang life, state violence, and the heart of the immigration crisis in both El Salvador and the United States. In doing so he makes the political personal, revealing the cyclical ways violence operates in our homes and our societies, as well as the ways hope and tenderness can rise up out of the darkness if we are courageous enough to unforget.

Download or read book Urban Voodoo written by Edgardo Cozarinsky and published by . This book was released on 1990 with total page 136 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written in the "deforming mirror" of a "foreigner's English," Cozarinsky's fourteen verbal postcards translate an exile's personal experience into public "deja vu" while his cinematic novella whisks his character through a political and cultural looking glass by means of special effects that make the world a hemisphere away familiarly strange.

Download or read book Resource Radicals written by Thea Riofrancos and published by Duke University Press Books. This book was released on 2020-08-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In 2007, the left came to power in Ecuador. In the years that followed, the “twenty-first-century socialist” government and a coalition of grassroots activists came to blows over the extraction of natural resources. Each side declared the other a perversion of leftism and the principles of socioeconomic equality, popular empowerment, and anti-imperialism. In Resource Radicals, Thea Riofrancos unpacks the conflict between these two leftisms: on the one hand, the administration's resource nationalism and focus on economic development; and on the other, the anti-extractivism of grassroots activists who condemned the government's disregard for nature and indigenous communities. In this archival and ethnographic study, Riofrancos expands the study of resource politics by decentering state resource policy and locating it in a field of political struggle populated by actors with conflicting visions of resource extraction. She demonstrates how Ecuador's commodity-dependent economy and history of indigenous uprisings offer a unique opportunity to understand development, democracy, and the ecological foundations of global capitalism.

Download or read book R Markdown written by Yihui Xie and published by CRC Press. This book was released on 2018-07-27 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: R Markdown: The Definitive Guide is the first official book authored by the core R Markdown developers that provides a comprehensive and accurate reference to the R Markdown ecosystem. With R Markdown, you can easily create reproducible data analysis reports, presentations, dashboards, interactive applications, books, dissertations, websites, and journal articles, while enjoying the simplicity of Markdown and the great power of R and other languages. In this book, you will learn Basics: Syntax of Markdown and R code chunks, how to generate figures and tables, and how to use other computing languages Built-in output formats of R Markdown: PDF/HTML/Word/RTF/Markdown documents and ioslides/Slidy/Beamer/PowerPoint presentations Extensions and applications: Dashboards, Tufte handouts, xaringan/reveal.js presentations, websites, books, journal articles, and interactive tutorials Advanced topics: Parameterized reports, HTML widgets, document templates, custom output formats, and Shiny documents. Yihui Xie is a software engineer at RStudio. He has authored and co-authored several R packages, including knitr, rmarkdown, bookdown, blogdown, shiny, xaringan, and animation. He has published three other books, Dynamic Documents with R and knitr, bookdown: Authoring Books and Technical Documents with R Markdown, and blogdown: Creating Websites with R Markdown. J.J. Allaire is the founder of RStudio and the creator of the RStudio IDE. He is an author of several packages in the R Markdown ecosystem including rmarkdown, flexdashboard, learnr, and radix. Garrett Grolemund is the co-author of R for Data Science and author of Hands-On Programming with R. He wrote the lubridate R package and works for RStudio as an advocate who trains engineers to do data science with R and the Tidyverse.

Download or read book Introduction to Data Science written by Rafael A. Irizarry and published by CRC Press. This book was released on 2019-11-20 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop skills such as R programming, data wrangling, data visualization, predictive algorithm building, file organization with UNIX/Linux shell, version control with Git and GitHub, and reproducible document preparation. This book is a textbook for a first course in data science. No previous knowledge of R is necessary, although some experience with programming may be helpful. The book is divided into six parts: R, data visualization, statistics with R, data wrangling, machine learning, and productivity tools. Each part has several chapters meant to be presented as one lecture. The author uses motivating case studies that realistically mimic a data scientist’s experience. He starts by asking specific questions and answers these through data analysis so concepts are learned as a means to answering the questions. Examples of the case studies included are: US murder rates by state, self-reported student heights, trends in world health and economics, the impact of vaccines on infectious disease rates, the financial crisis of 2007-2008, election forecasting, building a baseball team, image processing of hand-written digits, and movie recommendation systems. The statistical concepts used to answer the case study questions are only briefly introduced, so complementing with a probability and statistics textbook is highly recommended for in-depth understanding of these concepts. If you read and understand the chapters and complete the exercises, you will be prepared to learn the more advanced concepts and skills needed to become an expert.

Download or read book R for Health Data Science written by Ewen Harrison and published by CRC Press. This book was released on 2020-12-31 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this age of information, the manipulation, analysis, and interpretation of data have become a fundamental part of professional life; nowhere more so than in the delivery of healthcare. From the understanding of disease and the development of new treatments, to the diagnosis and management of individual patients, the use of data and technology is now an integral part of the business of healthcare. Those working in healthcare interact daily with data, often without realising it. The conversion of this avalanche of information to useful knowledge is essential for high-quality patient care. R for Health Data Science includes everything a healthcare professional needs to go from R novice to R guru. By the end of this book, you will be taking a sophisticated approach to health data science with beautiful visualisations, elegant tables, and nuanced analyses. Features Provides an introduction to the fundamentals of R for healthcare professionals Highlights the most popular statistical approaches to health data science Written to be as accessible as possible with minimal mathematics Emphasises the importance of truly understanding the underlying data through the use of plots Includes numerous examples that can be adapted for your own data Helps you create publishable documents and collaborate across teams With this book, you are in safe hands – Prof. Harrison is a clinician and Dr. Pius is a data scientist, bringing 25 years’ combined experience of using R at the coal face. This content has been taught to hundreds of individuals from a variety of backgrounds, from rank beginners to experts moving to R from other platforms.

Download or read book Javascript for R written by John Coene and published by CRC Press. This book was released on 2021-07-15 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Little known to many, R works just as well with JavaScript—this book delves into the various ways both languages can work together. The ultimate aim of this work is to put the reader at ease with inviting JavaScript in their data science workflow. In that respect the book is not teaching one JavaScript but rather we show how little JavaScript can greatly support and enhance R code. Therefore, the focus is on integrating external JavaScript libraries and no prior knowledge of JavaScript is required. Key Features: ● Easy to pick up. ● An entry way to learning JavaScript for R. ● Covers topics not covered anywhere else. ● Easy to follow along.

Download or read book Geocomputation with R written by Robin Lovelace and published by CRC Press. This book was released on 2019-03-22 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geocomputation with R is for people who want to analyze, visualize and model geographic data with open source software. It is based on R, a statistical programming language that has powerful data processing, visualization, and geospatial capabilities. The book equips you with the knowledge and skills to tackle a wide range of issues manifested in geographic data, including those with scientific, societal, and environmental implications. This book will interest people from many backgrounds, especially Geographic Information Systems (GIS) users interested in applying their domain-specific knowledge in a powerful open source language for data science, and R users interested in extending their skills to handle spatial data. The book is divided into three parts: (I) Foundations, aimed at getting you up-to-speed with geographic data in R, (II) extensions, which covers advanced techniques, and (III) applications to real-world problems. The chapters cover progressively more advanced topics, with early chapters providing strong foundations on which the later chapters build. Part I describes the nature of spatial datasets in R and methods for manipulating them. It also covers geographic data import/export and transforming coordinate reference systems. Part II represents methods that build on these foundations. It covers advanced map making (including web mapping), "bridges" to GIS, sharing reproducible code, and how to do cross-validation in the presence of spatial autocorrelation. Part III applies the knowledge gained to tackle real-world problems, including representing and modeling transport systems, finding optimal locations for stores or services, and ecological modeling. Exercises at the end of each chapter give you the skills needed to tackle a range of geospatial problems. Solutions for each chapter and supplementary materials providing extended examples are available at https://geocompr.github.io/geocompkg/articles/.