The Book of R

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Author :
Publisher : No Starch Press
ISBN 13 : 1593276516
Total Pages : 833 pages
Book Rating : 4.5/5 (932 download)

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Book Synopsis The Book of R by : Tilman M. Davies

Download or read book The Book of R written by Tilman M. Davies and published by No Starch Press. This book was released on 2016-07-16 with total page 833 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Book of R is a comprehensive, beginner-friendly guide to R, the world’s most popular programming language for statistical analysis. Even if you have no programming experience and little more than a grounding in the basics of mathematics, you’ll find everything you need to begin using R effectively for statistical analysis. You’ll start with the basics, like how to handle data and write simple programs, before moving on to more advanced topics, like producing statistical summaries of your data and performing statistical tests and modeling. You’ll even learn how to create impressive data visualizations with R’s basic graphics tools and contributed packages, like ggplot2 and ggvis, as well as interactive 3D visualizations using the rgl package. Dozens of hands-on exercises (with downloadable solutions) take you from theory to practice, as you learn: –The fundamentals of programming in R, including how to write data frames, create functions, and use variables, statements, and loops –Statistical concepts like exploratory data analysis, probabilities, hypothesis tests, and regression modeling, and how to execute them in R –How to access R’s thousands of functions, libraries, and data sets –How to draw valid and useful conclusions from your data –How to create publication-quality graphics of your results Combining detailed explanations with real-world examples and exercises, this book will provide you with a solid understanding of both statistics and the depth of R’s functionality. Make The Book of R your doorway into the growing world of data analysis.

Make: Electronics

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1449388795
Total Pages : 354 pages
Book Rating : 4.4/5 (493 download)

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Book Synopsis Make: Electronics by : Charles Platt

Download or read book Make: Electronics written by Charles Platt and published by "O'Reilly Media, Inc.". This book was released on 2009-11-23 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This is teaching at its best!" --Hans Camenzind, inventor of the 555 timer (the world's most successful integrated circuit), and author of Much Ado About Almost Nothing: Man's Encounter with the Electron (Booklocker.com) "A fabulous book: well written, well paced, fun, and informative. I also love the sense of humor. It's very good at disarming the fear. And it's gorgeous. I'll be recommending this book highly." --Tom Igoe, author of Physical Computing and Making Things Talk Want to learn the fundamentals of electronics in a fun, hands-on way? With Make: Electronics, you'll start working on real projects as soon as you crack open the book. Explore all of the key components and essential principles through a series of fascinating experiments. You'll build the circuits first, then learn the theory behind them! Build working devices, from simple to complex You'll start with the basics and then move on to more complicated projects. Go from switching circuits to integrated circuits, and from simple alarms to programmable microcontrollers. Step-by-step instructions and more than 500 full-color photographs and illustrations will help you use -- and understand -- electronics concepts and techniques. Discover by breaking things: experiment with components and learn from failure Set up a tricked-out project space: make a work area at home, equipped with the tools and parts you'll need Learn about key electronic components and their functions within a circuit Create an intrusion alarm, holiday lights, wearable electronic jewelry, audio processors, a reflex tester, and a combination lock Build an autonomous robot cart that can sense its environment and avoid obstacles Get clear, easy-to-understand explanations of what you're doing and why

Grammar Girl Presents the Ultimate Writing Guide for Students

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Author :
Publisher : St. Martin's Griffin
ISBN 13 : 1429966661
Total Pages : 312 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Grammar Girl Presents the Ultimate Writing Guide for Students by : Mignon Fogarty

Download or read book Grammar Girl Presents the Ultimate Writing Guide for Students written by Mignon Fogarty and published by St. Martin's Griffin. This book was released on 2011-07-05 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Named to the International Reading Association's 2012 Teachers' Choice book list Grammar Girl Presents the Ultimate Writing Guide for Students is a complete and comprehensive guide to all things grammar from Grammar Girl, a.k.a. Mignon Fogarty, whose popular podcasts have been downloaded over twenty million times and whose first book, Grammar Girl's Quick and Dirty Tips for Better Writing, was a New York Times bestseller. For beginners to more advanced students, this guide covers it all: the parts of speech, sentences, and punctuation are all explained clearly and concisely with the warmth, wit, and accessibility Grammar Girl is known for. Pop quizzes are scattered throughout to reinforce the explanations, as well as Grammar Girl's trademark Quick and Dirty Tips—easy and fun memory tricks to help with those challenging rules. Complete with a writing style chapter and a guide to the different kinds of writing—everything from school papers to letter writing to e-mails—this guide is sure to become the one-stop, essential book on every student's desk.

Econometric Analysis of Cross Section and Panel Data, second edition

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Author :
Publisher : MIT Press
ISBN 13 : 0262232588
Total Pages : 1095 pages
Book Rating : 4.2/5 (622 download)

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Book Synopsis Econometric Analysis of Cross Section and Panel Data, second edition by : Jeffrey M. Wooldridge

Download or read book Econometric Analysis of Cross Section and Panel Data, second edition written by Jeffrey M. Wooldridge and published by MIT Press. This book was released on 2010-10-01 with total page 1095 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of a comprehensive state-of-the-art graduate level text on microeconometric methods, substantially revised and updated. The second edition of this acclaimed graduate text provides a unified treatment of two methods used in contemporary econometric research, cross section and data panel methods. By focusing on assumptions that can be given behavioral content, the book maintains an appropriate level of rigor while emphasizing intuitive thinking. The analysis covers both linear and nonlinear models, including models with dynamics and/or individual heterogeneity. In addition to general estimation frameworks (particular methods of moments and maximum likelihood), specific linear and nonlinear methods are covered in detail, including probit and logit models and their multivariate, Tobit models, models for count data, censored and missing data schemes, causal (or treatment) effects, and duration analysis. Econometric Analysis of Cross Section and Panel Data was the first graduate econometrics text to focus on microeconomic data structures, allowing assumptions to be separated into population and sampling assumptions. This second edition has been substantially updated and revised. Improvements include a broader class of models for missing data problems; more detailed treatment of cluster problems, an important topic for empirical researchers; expanded discussion of "generalized instrumental variables" (GIV) estimation; new coverage (based on the author's own recent research) of inverse probability weighting; a more complete framework for estimating treatment effects with panel data, and a firmly established link between econometric approaches to nonlinear panel data and the "generalized estimating equation" literature popular in statistics and other fields. New attention is given to explaining when particular econometric methods can be applied; the goal is not only to tell readers what does work, but why certain "obvious" procedures do not. The numerous included exercises, both theoretical and computer-based, allow the reader to extend methods covered in the text and discover new insights.

Fundamentals of Biostatistics

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Author :
Publisher : Cengage Learning
ISBN 13 : 9781305268920
Total Pages : 0 pages
Book Rating : 4.2/5 (689 download)

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Book Synopsis Fundamentals of Biostatistics by : Bernard Rosner

Download or read book Fundamentals of Biostatistics written by Bernard Rosner and published by Cengage Learning. This book was released on 2015-07-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bernard Rosner's FUNDAMENTALS OF BIOSTATISTICS is a practical introduction to the methods, techniques, and computation of statistics with human subjects. It prepares students for their future courses and careers by introducing the statistical methods most often used in medical literature. Rosner minimizes the amount of mathematical formulation (algebra-based) while still giving complete explanations of all the important concepts. As in previous editions, a major strength of this book is that every new concept is developed systematically through completely worked out examples from current medical research problems. Most methods are illustrated with specific instructions as to implementation using software either from SAS, Stata, R, Excel or Minitab. Important Notice: Media content referenced within the product description or the product text may not be available in the ebook version.

The Financial Crisis Inquiry Report

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Author :
Publisher : Cosimo, Inc.
ISBN 13 : 1616405414
Total Pages : 692 pages
Book Rating : 4.6/5 (164 download)

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Book Synopsis The Financial Crisis Inquiry Report by : Financial Crisis Inquiry Commission

Download or read book The Financial Crisis Inquiry Report written by Financial Crisis Inquiry Commission and published by Cosimo, Inc.. This book was released on 2011-05-01 with total page 692 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Financial Crisis Inquiry Report, published by the U.S. Government and the Financial Crisis Inquiry Commission in early 2011, is the official government report on the United States financial collapse and the review of major financial institutions that bankrupted and failed, or would have without help from the government. The commission and the report were implemented after Congress passed an act in 2009 to review and prevent fraudulent activity. The report details, among other things, the periods before, during, and after the crisis, what led up to it, and analyses of subprime mortgage lending, credit expansion and banking policies, the collapse of companies like Fannie Mae and Freddie Mac, and the federal bailouts of Lehman and AIG. It also discusses the aftermath of the fallout and our current state. This report should be of interest to anyone concerned about the financial situation in the U.S. and around the world.THE FINANCIAL CRISIS INQUIRY COMMISSION is an independent, bi-partisan, government-appointed panel of 10 people that was created to "examine the causes, domestic and global, of the current financial and economic crisis in the United States." It was established as part of the Fraud Enforcement and Recovery Act of 2009. The commission consisted of private citizens with expertise in economics and finance, banking, housing, market regulation, and consumer protection. They examined and reported on "the collapse of major financial institutions that failed or would have failed if not for exceptional assistance from the government."News Dissector DANNY SCHECHTER is a journalist, blogger and filmmaker. He has been reporting on economic crises since the 1980's when he was with ABC News. His film In Debt We Trust warned of the economic meltdown in 2006. He has since written three books on the subject including Plunder: Investigating Our Economic Calamity (Cosimo Books, 2008), and The Crime Of Our Time: Why Wall Street Is Not Too Big to Jail (Disinfo Books, 2011), a companion to his latest film Plunder The Crime Of Our Time. He can be reached online at www.newsdissector.com.

Human Dimension and Interior Space

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Author :
Publisher : Watson-Guptill
ISBN 13 : 0770434606
Total Pages : 322 pages
Book Rating : 4.7/5 (74 download)

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Book Synopsis Human Dimension and Interior Space by : Julius Panero

Download or read book Human Dimension and Interior Space written by Julius Panero and published by Watson-Guptill. This book was released on 2014-01-21 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: The study of human body measurements on a comparative basis is known as anthropometrics. Its applicability to the design process is seen in the physical fit, or interface, between the human body and the various components of interior space. Human Dimension and Interior Space is the first major anthropometrically based reference book of design standards for use by all those involved with the physical planning and detailing of interiors, including interior designers, architects, furniture designers, builders, industrial designers, and students of design. The use of anthropometric data, although no substitute for good design or sound professional judgment should be viewed as one of the many tools required in the design process. This comprehensive overview of anthropometrics consists of three parts. The first part deals with the theory and application of anthropometrics and includes a special section dealing with physically disabled and elderly people. It provides the designer with the fundamentals of anthropometrics and a basic understanding of how interior design standards are established. The second part contains easy-to-read, illustrated anthropometric tables, which provide the most current data available on human body size, organized by age and percentile groupings. Also included is data relative to the range of joint motion and body sizes of children. The third part contains hundreds of dimensioned drawings, illustrating in plan and section the proper anthropometrically based relationship between user and space. The types of spaces range from residential and commercial to recreational and institutional, and all dimensions include metric conversions. In the Epilogue, the authors challenge the interior design profession, the building industry, and the furniture manufacturer to seriously explore the problem of adjustability in design. They expose the fallacy of designing to accommodate the so-called average man, who, in fact, does not exist. Using government data, including studies prepared by Dr. Howard Stoudt, Dr. Albert Damon, and Dr. Ross McFarland, formerly of the Harvard School of Public Health, and Jean Roberts of the U.S. Public Health Service, Panero and Zelnik have devised a system of interior design reference standards, easily understood through a series of charts and situation drawings. With Human Dimension and Interior Space, these standards are now accessible to all designers of interior environments.

A Trader's First Book on Commodities

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Author :
Publisher : FT Press
ISBN 13 : 0137015453
Total Pages : 262 pages
Book Rating : 4.1/5 (37 download)

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Book Synopsis A Trader's First Book on Commodities by : Carley Garner

Download or read book A Trader's First Book on Commodities written by Carley Garner and published by FT Press. This book was released on 2010 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: You can make large profits by trading commodities--but you’ll need significant practical knowledge of the associated risks and market characteristics before you start.A Trader’s First Book on Commoditiesis a simple, practical and useful guide for new commodities traders. Author Carley Garner provides specific guidance on accessing commodity markets cost-effectively, avoiding common beginners’ mistakes, and improving the odds of successful, profitable trades. Drawing on her extensive experience teaching traders, Garner shows how to calculate profit, loss, and risk in commodities, and choose the best brokerage firm, service level, data sources, and market access for your needs. She’ll help you: · Master the basics of trading commodities painlessly, avoiding beginners mistakes · Get what you need, and prevent paying for what you don’t need · Know what you’re buying, what it costs, the returns you’re earning and the risk you’re taking · Predict price, manage risk, and make trades that reflect your analysis Garner demystifies the industry’s colorful language, helps you clearly understand what you’re buying and selling, and walks you through the entire trading process. She concludes with a refreshingly new look at topics such as trading plans, handling margin calls, and even maintaining emotional stability as a trader. “This book provides the type of information every trader needs to know and the type of information too many traders had to learn the hard and expensive way. Carley offers practical need-to-know, real-world trading tips that are lacking in many books on futures. It will help not only the novice trader, but seasoned veterans as well. This book will serve as a must-have reference in every trader’s library.” --Phil Flynn, Vice President and Senior Market analyst at PFGBest Research, and a Fox Business Network contributor “Refreshing–It’s nice to see a broker who has actually been exposed to the professional side of trading and who bridges that chasm between exchange floor trading and customer service. Carley takes the time to explain verbiage, not just throw buzz words around. A good educational read in my opinion.” --Don Bright, Director, Bright Trading, LLC “This book has the perfect name, the perfect message, and the necessary information for any beginning trader. Take this book home!” --Glen Larson, President, Genesis Financial Technologies, Inc. “As a 35-year veteran of the CME/CBOT trading floor, I can tell you…those who think they can begin trading commodities without knowing the less talked about topics that Carley discusses inA Trader’s First Book on Commoditiesare sadly mistaken. Anyone who trades their own account, or would like to, should read this book.” --Danny Riley, DT Trading

Social Psychology of Globalization

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Author :
Publisher : Wiley-Blackwell
ISBN 13 : 9781118306932
Total Pages : 0 pages
Book Rating : 4.3/5 (69 download)

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Book Synopsis Social Psychology of Globalization by : Chi-yue Chiu

Download or read book Social Psychology of Globalization written by Chi-yue Chiu and published by Wiley-Blackwell. This book was released on 2012-02-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: In most parts of the world, globalization has become an unstoppable and potent force that impacts everday life and international relations. These articles in this book address the questions of how people make sense of and respond to globalization and its sociocultural ramifications; how people defend the integrity of their heritage cultural identities against the "culturally erosive" effects of globalization, and how individuals harness creative insights from their interactions with global cultures. The new theoretical insights and revealing empirical analyses presented in this issue set the stage for an emergent interdisciplinary inquirty into the psychology of globalization.

Transportation Planning Handbook

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Publisher : John Wiley & Sons
ISBN 13 : 1118762355
Total Pages : 1204 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Transportation Planning Handbook by : ITE (Institute of Transportation Engineers)

Download or read book Transportation Planning Handbook written by ITE (Institute of Transportation Engineers) and published by John Wiley & Sons. This book was released on 2016-08-01 with total page 1204 pages. Available in PDF, EPUB and Kindle. Book excerpt: A multi-disciplinary approach to transportation planning fundamentals The Transportation Planning Handbook is a comprehensive, practice-oriented reference that presents the fundamental concepts of transportation planning alongside proven techniques. This new fourth edition is more strongly focused on serving the needs of all users, the role of safety in the planning process, and transportation planning in the context of societal concerns, including the development of more sustainable transportation solutions. The content structure has been redesigned with a new format that promotes a more functionally driven multimodal approach to planning, design, and implementation, including guidance toward the latest tools and technology. The material has been updated to reflect the latest changes to major transportation resources such as the HCM, MUTCD, HSM, and more, including the most current ADA accessibility regulations. Transportation planning has historically followed the rational planning model of defining objectives, identifying problems, generating and evaluating alternatives, and developing plans. Planners are increasingly expected to adopt a more multi-disciplinary approach, especially in light of the rising importance of sustainability and environmental concerns. This book presents the fundamentals of transportation planning in a multidisciplinary context, giving readers a practical reference for day-to-day answers. Serve the needs of all users Incorporate safety into the planning process Examine the latest transportation planning software packages Get up to date on the latest standards, recommendations, and codes Developed by The Institute of Transportation Engineers, this book is the culmination of over seventy years of transportation planning solutions, fully updated to reflect the needs of a changing society. For a comprehensive guide with practical answers, The Transportation Planning Handbook is an essential reference.

Good Economics for Hard Times

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Author :
Publisher : PublicAffairs
ISBN 13 : 1541762878
Total Pages : 398 pages
Book Rating : 4.5/5 (417 download)

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Book Synopsis Good Economics for Hard Times by : Abhijit V. Banerjee

Download or read book Good Economics for Hard Times written by Abhijit V. Banerjee and published by PublicAffairs. This book was released on 2019-11-12 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: The winners of the Nobel Prize show how economics, when done right, can help us solve the thorniest social and political problems of our day. Figuring out how to deal with today's critical economic problems is perhaps the great challenge of our time. Much greater than space travel or perhaps even the next revolutionary medical breakthrough, what is at stake is the whole idea of the good life as we have known it. Immigration and inequality, globalization and technological disruption, slowing growth and accelerating climate change--these are sources of great anxiety across the world, from New Delhi and Dakar to Paris and Washington, DC. The resources to address these challenges are there--what we lack are ideas that will help us jump the wall of disagreement and distrust that divides us. If we succeed, history will remember our era with gratitude; if we fail, the potential losses are incalculable. In this revolutionary book, renowned MIT economists Abhijit V. Banerjee and Esther Duflo take on this challenge, building on cutting-edge research in economics explained with lucidity and grace. Original, provocative, and urgent, Good Economics for Hard Times makes a persuasive case for an intelligent interventionism and a society built on compassion and respect. It is an extraordinary achievement, one that shines a light to help us appreciate and understand our precariously balanced world.

The Craft and Science of Coffee

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Author :
Publisher : Academic Press
ISBN 13 : 0128035587
Total Pages : 558 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis The Craft and Science of Coffee by : Britta Folmer

Download or read book The Craft and Science of Coffee written by Britta Folmer and published by Academic Press. This book was released on 2016-12-16 with total page 558 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Craft and Science of Coffee follows the coffee plant from its origins in East Africa to its current role as a global product that influences millions of lives though sustainable development, economics, and consumer desire.For most, coffee is a beloved beverage. However, for some it is also an object of scientifically study, and for others it is approached as a craft, both building on skills and experience. By combining the research and insights of the scientific community and expertise of the crafts people, this unique book brings readers into a sustained and inclusive conversation, one where academic and industrial thought leaders, coffee farmers, and baristas are quoted, each informing and enriching each other.This unusual approach guides the reader on a journey from coffee farmer to roaster, market analyst to barista, in a style that is both rigorous and experience based, universally relevant and personally engaging. From on-farming processes to consumer benefits, the reader is given a deeper appreciation and understanding of coffee's complexity and is invited to form their own educated opinions on the ever changing situation, including potential routes to further shape the coffee future in a responsible manner. - Presents a novel synthesis of coffee research and real-world experience that aids understanding, appreciation, and potential action - Includes contributions from a multitude of experts who address complex subjects with a conversational approach - Provides expert discourse on the coffee calue chain, from agricultural and production practices, sustainability, post-harvest processing, and quality aspects to the economic analysis of the consumer value proposition - Engages with the key challenges of future coffee production and potential solutions

You Shall Never Know Security

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Author :
Publisher : Createspace Independent Pub
ISBN 13 : 9781466239920
Total Pages : 276 pages
Book Rating : 4.2/5 (399 download)

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Book Synopsis You Shall Never Know Security by : J. R. Hamantaschen

Download or read book You Shall Never Know Security written by J. R. Hamantaschen and published by Createspace Independent Pub. This book was released on 2011-08-25 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: For years, J.R.'s stories have been acclaimed throughout the underground horror world. These are stories that challenge expectations and reject the staid conventions of the genre. These are stories that don't compromise. These are stories that, in the finest tradition of H.P. Lovecraft, Thomas Ligotti, T.E.D. Klein, and Dennis Etchison, articulate what you've always suspected: that life is a losing proposition. For the first time, after much demand, J.R's surviving stories have been collected in one anthology.

The Antitrust Paradox

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Publisher :
ISBN 13 : 9781736089712
Total Pages : 536 pages
Book Rating : 4.0/5 (897 download)

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Book Synopsis The Antitrust Paradox by : Robert Bork

Download or read book The Antitrust Paradox written by Robert Bork and published by . This book was released on 2021-02-22 with total page 536 pages. Available in PDF, EPUB and Kindle. Book excerpt: The most important book on antitrust ever written. It shows how antitrust suits adversely affect the consumer by encouraging a costly form of protection for inefficient and uncompetitive small businesses.

Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1107025060
Total Pages : 593 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation by : Intergovernmental Panel on Climate Change

Download or read book Managing the Risks of Extreme Events and Disasters to Advance Climate Change Adaptation written by Intergovernmental Panel on Climate Change and published by Cambridge University Press. This book was released on 2012-05-28 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: Extreme weather and climate events, interacting with exposed and vulnerable human and natural systems, can lead to disasters. This Special Report explores the social as well as physical dimensions of weather- and climate-related disasters, considering opportunities for managing risks at local to international scales. SREX was approved and accepted by the Intergovernmental Panel on Climate Change (IPCC) on 18 November 2011 in Kampala, Uganda.

What Research Has to Say about Reading Instruction

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Author :
Publisher : International Reading Assoc.
ISBN 13 : 9780872078291
Total Pages : 0 pages
Book Rating : 4.0/5 (782 download)

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Book Synopsis What Research Has to Say about Reading Instruction by : S. Jay Samuels

Download or read book What Research Has to Say about Reading Instruction written by S. Jay Samuels and published by International Reading Assoc.. This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The changing and moving field of reading is reflected in the progression of What Research Has to Say About Reading Instruction over the years, as the editors have sought to provide a solid foundation for the important work of teaching students to read. This new edition of this classic research review offers a broad and balanced perspective of the latest theory, research, and practice to provide that foundation.

Software Engineering

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Author :
Publisher : Pearson Higher Ed
ISBN 13 : 0133001490
Total Pages : 790 pages
Book Rating : 4.1/5 (33 download)

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Book Synopsis Software Engineering by : Ian Sommerville

Download or read book Software Engineering written by Ian Sommerville and published by Pearson Higher Ed. This book was released on 2011-11-21 with total page 790 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the eBook of the printed book and may not include any media, website access codes, or print supplements that may come packaged with the bound book. Intended for introductory and advanced courses in software engineering. The ninth edition of Software Engineering presents a broad perspective of software engineering, focusing on the processes and techniques fundamental to the creation of reliable, software systems. Increased coverage of agile methods and software reuse, along with coverage of 'traditional' plan-driven software engineering, gives readers the most up-to-date view of the field currently available. Practical case studies, a full set of easy-to-access supplements, and extensive web resources make teaching the course easier than ever. The book is now structured into four parts: 1: Introduction to Software Engineering 2: Dependability and Security 3: Advanced Software Engineering 4: Software Engineering Management