Book picks similar to
Statistics for Spatio-Temporal Data by Noel A.C. Cressie
bayes
big-data
econometrics
programming-statistics
Social Statistics for a Diverse Society
Chava Frankfort-Nachmias - 1996
The authors help students learn key sociological concepts through real research examples related to the dynamic interplay of race, class, gender, and other social variables.
Head First Statistics
Dawn Griffiths - 2008
Whether you're a student, a professional, or just curious about statistical analysis, Head First's brain-friendly formula helps you get a firm grasp of statistics so you can understand key points and actually use them. Learn to present data visually with charts and plots; discover the difference between taking the average with mean, median, and mode, and why it's important; learn how to calculate probability and expectation; and much more.Head First Statistics is ideal for high school and college students taking statistics and satisfies the requirements for passing the College Board's Advanced Placement (AP) Statistics Exam. With this book, you'll:Study the full range of topics covered in first-year statistics Tackle tough statistical concepts using Head First's dynamic, visually rich format proven to stimulate learning and help you retain knowledge Explore real-world scenarios, ranging from casino gambling to prescription drug testing, to bring statistical principles to life Discover how to measure spread, calculate odds through probability, and understand the normal, binomial, geometric, and Poisson distributions Conduct sampling, use correlation and regression, do hypothesis testing, perform chi square analysis, and moreBefore you know it, you'll not only have mastered statistics, you'll also see how they work in the real world. Head First Statistics will help you pass your statistics course, and give you a firm understanding of the subject so you can apply the knowledge throughout your life.
Everydata: The Misinformation Hidden in the Little Data You Consume Every Day
John H. Johnson - 2016
The average person consumes approximately 30 gigabytes of data every single day, but has no idea how to interpret it correctly. EVERYDATA explains, through the eyes of an expert economist and statistician, how to decipher the small bytes of data we consume in a day.EVERYDATA is filled with countless examples of people misconstruing data—with results that range from merely frustrating to catastrophic:The space shuttle Challenger exploded in part because the engineers were reviewing a limited sample set.Millions of women avoid caffeine during pregnancy because they interpret correlation as causation.Attorneys faced a $1 billion jury verdict because of outlier data.Each chapter highlights one commonly misunderstood data concept, using both realworld and hypothetical examples from a wide range of topics, including business, politics, advertising, law, engineering, retail, parenting, and more. You’ll find the answer to the question—“Now what?”—along with concrete ways you can use this information to immediately start making smarter decisions, today and every day.
Geographic Information Systems and Science
Paul A. Longley - 2001
Its unique approach communicates the richness and diversity of CIS in a lucid and accessible format. This fully revised and updated second edition reinforces the view of CIS as a gateway to science and problem solving, sets out the scientific principles that govern its use, and describes the impact of people on its development, design, and success. The second edition of Geographic Information Systems and Science includes:A new five-part structure: Foundations; Principles; Techniques; Analysis; and Management and Policy.All-new personality boxes of current GIS practitioners.New real-world applications of GIS.New or expanded coverage of important current topics:Location-based servicesDistributed computingVirtual and augmented realitiesHomeland securityBusiness GIS and geodemographicsThe emergence of geoportalsGrand challenges of GIScienceA new suite of instructor and student resources http://www.wiley.com/go/longleyThe second edition of Geographic Information Systems and Science is essential reading for undergraduates taking courses in GIS within departments of Geography, Environmental Science, Business (and Public) Administration, Computer Science, Urban Studies, Planning, Information Science, Civil Engineering, and Archaeology. It is also provides a key resource for foundation GIS courses on taught MSc and other higher-degree programs. Professional users of GIS from governmental organizations and industries across the private sector will find this book an invaluable resource with a wealth of relevant applications.
The Good Rain: Across Time & Terrain in the Pacific Northwest
Timothy Egan - 1990
Here is a blend of history, anthropology and politics.
The Earl's Choice
Tania D. Shaw - 2014
Her older brother is missing in revolution torn France, and her stepfather has agreed her marriage to a notorious rake and gamester of his acquaintance. A plea to her mother has no other effect than to cause that much tried woman a bad case of the vapours. Since Kitty knows from bitter experience that Lady Veris is unlikely to leave her rooms, much less recover before the planned date of the wedding, she decides on drastic measures. With no more than a bandbox and her maid, she runs to her godfather, her last hope in avoiding a future even worse than her present. The Earl of Layne has decided to escape the tedium of the London marriage mart to spend a few weeks at his estate in Cornwall. His aunt has again demanded that he marry, as is his duty, and kindly circled the most eligible ladies named on her shortlist. Considering the amount of time that was spent in compiling this list, not to mention carefully observing the virtues of each candidate, it is likely the earl’s aunt would have suffered an apoplexy if she’d seen it discarded to the fire after no more than a cursory glance, sharply raised eyebrows, and an indistinctly muttered, “Oh really, no, no, no!” So when Kitty’s godfather approaches the earl with a new candidate for his consideration, Layne decides he may as well meet the girl, as surely she can’t be any worse than his aunt’s selected ladies. And there starts an eighteenth century romp of romance and intrigue.
Cold: Adventures in the World's Frozen Places
Bill Streever - 2009
In July he finds it while taking a dip in a 35-degree Arctic swimming hole; in September while excavating our planet's ancient and not so ancient ice ages; and in October while exploring hibernation habits in animals, from humans to wood frogs to bears.A scientist whose passion for cold runs red hot, Streever is a wondrous guide: he conjures woolly mammoth carcasses and the ice-age Clovis tribe from melting glaciers, and he evokes blizzards so wild readers may freeze--limb by vicarious limb.
The Fourth Paradigm: Data-Intensive Scientific Discovery
Tony Hey - 2009
Increasingly, scientific breakthroughs will be powered by advanced computing capabilities that help researchers manipulate and explore massive datasets. The speed at which any given scientific discipline advances will depend on how well its researchers collaborate with one another, and with technologists, in areas of eScience such as databases, workflow management, visualization, and cloud-computing technologies. This collection of essays expands on the vision of pioneering computer scientist Jim Gray for a new, fourth paradigm of discovery based on data-intensive science and offers insights into how it can be fully realized.
Statistical Techniques in Business & Economics [With CDROM]
Douglas A. Lind - 1974
The text is non-threatening and presents concepts clearly and succinctly with a conversational writing style. All statistical concepts are illustrated with solved applied examples immediately upon introduction. Self reviews and exercises for each section, and review sections for groups of chapters also support the student learning steps. Modern computing applications (Excel, Minitab, and MegaStat) are introduced, but the text maintains a focus on presenting statistics concepts as applied in business as opposed to technology or programming methods. The thirteenth edition continues as a students' text with increased emphasis on interpretation of data and results.
Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie, or Die
Eric Siegel - 2013
Rather than a "how to" for hands-on techies, the book entices lay-readers and experts alike by covering new case studies and the latest state-of-the-art techniques.You have been predicted — by companies, governments, law enforcement, hospitals, and universities. Their computers say, "I knew you were going to do that!" These institutions are seizing upon the power to predict whether you're going to click, buy, lie, or die.Why? For good reason: predicting human behavior combats financial risk, fortifies healthcare, conquers spam, toughens crime fighting, and boosts sales.How? Prediction is powered by the world's most potent, booming unnatural resource: data. Accumulated in large part as the by-product of routine tasks, data is the unsalted, flavorless residue deposited en masse as organizations churn away. Surprise! This heap of refuse is a gold mine. Big data embodies an extraordinary wealth of experience from which to learn.Predictive analytics unleashes the power of data. With this technology, the computer literally learns from data how to predict the future behavior of individuals. Perfect prediction is not possible, but putting odds on the future — lifting a bit of the fog off our hazy view of tomorrow — means pay dirt.In this rich, entertaining primer, former Columbia University professor and Predictive Analytics World founder Eric Siegel reveals the power and perils of prediction: -What type of mortgage risk Chase Bank predicted before the recession. -Predicting which people will drop out of school, cancel a subscription, or get divorced before they are even aware of it themselves. -Why early retirement decreases life expectancy and vegetarians miss fewer flights. -Five reasons why organizations predict death, including one health insurance company. -How U.S. Bank, European wireless carrier Telenor, and Obama's 2012 campaign calculated the way to most strongly influence each individual. -How IBM's Watson computer used predictive modeling to answer questions and beat the human champs on TV's Jeopardy! -How companies ascertain untold, private truths — how Target figures out you're pregnant and Hewlett-Packard deduces you're about to quit your job. -How judges and parole boards rely on crime-predicting computers to decide who stays in prison and who goes free. -What's predicted by the BBC, Citibank, ConEd, Facebook, Ford, Google, IBM, the IRS, Match.com, MTV, Netflix, Pandora, PayPal, Pfizer, and Wikipedia. A truly omnipresent science, predictive analytics affects everyone, every day. Although largely unseen, it drives millions of decisions, determining whom to call, mail, investigate, incarcerate, set up on a date, or medicate.Predictive analytics transcends human perception. This book's final chapter answers the riddle: What often happens to you that cannot be witnessed, and that you can't even be sure has happened afterward — but that can be predicted in advance?Whether you are a consumer of it — or consumed by it — get a handle on the power of Predictive Analytics.
Competing on Analytics: The New Science of Winning
Thomas H. Davenport - 2007
But are you using it to “out-think” your rivals? If not, you may be missing out on a potent competitive tool.In Competing on Analytics: The New Science of Winning, Thomas H. Davenport and Jeanne G. Harris argue that the frontier for using data to make decisions has shifted dramatically. Certain high-performing enterprises are now building their competitive strategies around data-driven insights that in turn generate impressive business results. Their secret weapon? Analytics: sophisticated quantitative and statistical analysis and predictive modeling.Exemplars of analytics are using new tools to identify their most profitable customers and offer them the right price, to accelerate product innovation, to optimize supply chains, and to identify the true drivers of financial performance. A wealth of examples—from organizations as diverse as Amazon, Barclay’s, Capital One, Harrah’s, Procter & Gamble, Wachovia, and the Boston Red Sox—illuminate how to leverage the power of analytics.
Fifty Challenging Problems in Probability with Solutions
Frederick Mosteller - 1965
Selected for originality, general interest, or because they demonstrate valuable techniques, the problems are ideal as a supplement to courses in probability or statistics, or as stimulating recreation for the mathematically minded. Detailed solutions. Illustrated.
Tower of the Sun: Stories From the Middle East and North Africa
Michael J. Totten - 2014
Totten’s gripping first-person narratives from the war zones, police states, and revolutionary capitals of the Middle East and North Africa paint a vivid picture of peoples and nations at war with themselves, each other, and—sometimes—with the rest of the world. His journeys take him from Libya under the gruesome rule of Muammar Qaddafi to Egypt before, during and after the Arab Spring; from the Israeli-controlled Golan Heights in Syria on the eve of that country’s apocalyptic civil war to a camp on the Iran-Iraq border where armed revolutionaries threaten to topple the Islamic Republic regime in Tehran; from the contested streets of conflict-ridden Jerusalem to dusty outposts in the Sahara where a surreal conflict few have even heard of simmers long after it should have expired; and from war-torn Beirut and Baghdad to a lonely town in central Tunisia that seeded a storm of revolution and war that spread for thousands of miles in every direction. Tower of the Sun is a timeless close-up of one of the world’s most violent and turbulent regions that will resonate for decades to come. “A decade in the making, Tower of The Sun is not just an authoritative, intimate and lively reconnaissance of the tectonic upheavals shaking the earth from North Africa's Maghreb to Iraqi Kurdistan. It’s also a masterpiece of clear-eyed political analysis and literary journalism in the travel-diary style of Paul Theroux.” – Terry Glavin, author of The Sixth Extinction “Totten…practices journalism in the tradition of George Orwell: morally imaginative, partisan in the best sense of the word, and delivered in crackling, rapid-fire prose befitting the violent realities it depicts.” Sohrab Ahmari, Commentary “I can think of only a certain number of people as having risen to the intellectual and journalistic challenges of the last few years, and Michael J. Totten is one of them.” Paul Berman, author of Terror and Liberalism “Michael J. Totten, to my mind, is one of the world’s most acute observers of Middle East politics. He is also an absolutely fearless reporter, both physically—he has explored the darkest corners of Middle East extremism—and morally.” Jeffrey Goldberg, author of Prisoners
Big Data: A Revolution That Will Transform How We Live, Work, and Think
Viktor Mayer-Schönberger - 2013
“Big data” refers to our burgeoning ability to crunch vast collections of information, analyze it instantly, and draw sometimes profoundly surprising conclusions from it. This emerging science can translate myriad phenomena—from the price of airline tickets to the text of millions of books—into searchable form, and uses our increasing computing power to unearth epiphanies that we never could have seen before. A revolution on par with the Internet or perhaps even the printing press, big data will change the way we think about business, health, politics, education, and innovation in the years to come. It also poses fresh threats, from the inevitable end of privacy as we know it to the prospect of being penalized for things we haven’t even done yet, based on big data’s ability to predict our future behavior.In this brilliantly clear, often surprising work, two leading experts explain what big data is, how it will change our lives, and what we can do to protect ourselves from its hazards. Big Data is the first big book about the next big thing.www.big-data-book.com
Probability: A Very Short Introduction
John Haigh - 2012
It requires, in short, an understanding of probability. In this Very Short Introduction, John Haigh introduces the ideas of probability--and the different philosophical approaches to probability--and gives a brief account of the history of development of probability theory, from Galileo and Pascal to Bayes, Laplace, Poisson, and Markov. He describes the basic probability distributions and discusses a wide range of applications in science, economics, and a variety of other contexts such as games and betting. He concludes with an intriguing discussion of coincidences and some curious paradoxes.