The book emphasizes a general introduction to probability theory and provides a detailed discussion of specific designs and analyses that are typically encountered in ecology and environmental science. Appropriate for use as either a stand-alone or supplementary text for upper-division undergraduate or graduate courses in ecological and environmental statistics, ecology, environmental science, environmental studies, or experimental design, the Primer also serves as a resource for environmental professionals who need to use and interpret statistics daily but have little or no formal training in the subject.

    Why is it better to buy a lottery ticket on a Friday? Why are showers always too hot or too cold? And what's the connection between a rugby player taking a conversion and a tourist trying to get the best photograph of Nelson's Column?These and many other fascinating questions are answered in this entertaining and highly informative book, which is ideal for anyone wanting to remind themselves – or discover for the first time – that maths is relevant to almost everything we do.Dating, cooking, travelling by car, gambling and even life-saving techniques have links with intriguing mathematical problems, as you will find explained here. Whether you have a PhD in astrophysics or haven't touched a maths problem since your school days, this book will give you a fresh understanding of the world around you.

    Each chapter contains integrated worked examples and chapter tests. This edition has the ancillary ATLAST computer exercise guide and new MATLAB and Maple guides.

    Reviewed are fundamental statistical concepts--such as correlation, regressions, data preparation and screening, path analysis, and confirmatory factor analysis--as well as more advanced methods, including the evaluation of nonlinear effects, measurement models and structural regression models, latent growth models, and multilevel SEM. The companion Web page offers data and program syntax files for many of the research examples, electronic overheads that can be downloaded and printed by instructors or students, and links to SEM-related resources.

    This is how engineers calculate your quality of living, how corporations determine your needs, and how politicians estimate your opinions. These are the numbers you never think about-even though they play a crucial role in every single aspect of your life.What you learn may surprise you, amuse you, or even enrage you. But there's one thing you won't be able to deny: Numbers Rule Your World...An easy read with a big benefit. --Fareed Zakaria, CNNFor those who have anxiety about how organization data-mining is impacting their world, Kaiser Fung pulls back the curtain to reveal the good and the bad of predictive analytics. --Ian Ayres, Yale professor and author of Super Crunchers: Why Thinking By Numbers is the New Way to Be Smart A book that engages us with stories that a journalist would write, the compelling stories behind the stories as illuminated by the numbers, and the dynamics that the numbers reveal. --John Sall, Executive Vice President, SAS InstituteLittle did I suspect, when I picked up Kaiser Fung's book, that I would become so entranced by it - an illuminating and accessible exploration of the power of statistical analysis for those of us who have no prior training in a field that he explores so ably. --Peter Clarke, author of Keynes: The Rise, Fall, and Return of the 20th Century's Most Influential EconomistA tremendous book. . . . If you want to understand how to use statistics, how to think with numbers and yet to do this without getting lost in equations, if you've been looking for the book to unlock the door to logical thinking about problems, well, you will be pleased to know that you are holding that book in your hands. --Daniel Finkelstein, Executive Editor, The Times of LondonI thoroughly enjoyed this accessible book and enthusiastically recommend it to anyone looking to understand and appreciate the role of statistics and data analysis in solving problems and in creating a better world. --Michael Sherman, Texas A&M University, American Statistician

    No music lover can pick up this one-volume compendium without becoming a more knowledgeable, discerning listener. • The sonata form revealed, and why it's been deeply satisfying for three centuries. • What to listen for in Brahms, a self-described Classicist who was one of music's great innovators. • Pizzicato, fioritura, parlando, glissando. • The transformative power of Toscanini–who earned more conducting the New York Philharmonic than his contemporary Babe Ruth made with the Yankees. • And throughout, more than 2,000 recommended recordings.Log on and listen. Created with Naxos, the world's largest classical music label, the book includes a unique Web site featuring more than 500 examples cited in the text. Look up barcarolle. First read about its swaying 6/8 meter and Venetian origins; then log on to the music Web site and hear it performed in Act IV of Offenbach's Les contes d'Hoffmann. If that whets your curiosity about Offenbach, click to hear the cancan in his La vie parisienne. All online samples are marked by an icon in the text.

    Gross national product, balance of trade, unemployment, inflation, and consumer confidence guide our actions, yet few of us know where these numbers come from, what they mean, or why they rule our world.In The Leading Indicators, Zachary Karabell tells the fascinating history of these indicators. They were invented in the mid-twentieth century to address the urgent challenges of the Great Depression, World War II, and the Cold War. They were rough measures— designed to give clarity in a data-parched world that was made up of centralized, industrial nations—yet we still rely on them today.We live in a world shaped by information technology and the borderless flow of capital and goods. When we follow a 1950s road map for a twenty-first-century world, we shouldn’t be surprised if we get lost.What is urgently needed, Karabell makes clear, is not that we invent a new set of numbers but that we tap into the thriving data revolution, which offers unparalleled access to the information we need. Companies should not base their business plans on GDP projections; individuals should not decide whether to buy a home or get a degree based on the national unemployment rate. If you want to buy a home, look for a job, start a company, or run a business, you should find your own indicators. National housing figures don’t matter; local ones do. You can find them at the click of a button. Personal, made-to-order indicators will meet our needs today, and the revolution is well underway. We need only to join it.

    A series of formal models are used to present and analyze important macroeconomic theories. The theories are supplemented by examples of relevant empirical work, which illustrate the ways that theories can be applied and tested. This well-respected and well-known text is unique in the marketplace.

    This situation began to change in 1966, when the Major League Baseball Players Association was formed and Marvin Miller, who had been chief economist and assistant to the president of the steelworkers' union, became its first executive director. Here he recounts his experience in dealing with club owners and his success in winning a new role for the players. He helped virtually end the system that bound an athlete to one team forever, and thereby raised salaries enormously. Candid in his assessments of the characters involved in this drama, Mr. Miller is nonetheless generous in his comments about the ballplayers who made sacrifices for their union.

    Readerswill find information on frequency distributions; mean, median, and mode; range, variance, and standard deviation;probability; and more.-Emphasizes Microsoft Excel for number-crunching and computationsDownload a sample chapter.

    Topics covered include matrix multiplication, row reduction, matrix inverse, orthogonality and computation. The self-teaching book is loaded with examples and graphics and provides a wide array of probing problems, accompanying solutions, and a glossary. Chapter 1: Introduction to Vectors; Chapter 2: Solving Linear Equations; Chapter 3: Vector Spaces and Subspaces; Chapter 4: Orthogonality; Chapter 5: Determinants; Chapter 6: Eigenvalues and Eigenvectors; Chapter 7: Linear Transformations; Chapter 8: Applications; Chapter 9: Numerical Linear Algebra; Chapter 10: Complex Vectors and Matrices; Solutions to Selected Exercises; Final Exam. Matrix Factorizations. Conceptual Questions for Review. Glossary: A Dictionary for Linear Algebra Index Teaching Codes Linear Algebra in a Nutshell.

    Jacobson provides a comprehensive overview of this spectacular industry, allowing everyone on Earth to understand the integral role space plays in our lives, how it will continue to transform the world, and how you could participate.In the vein of Mary Roach, Jacobson makes a complex topic easily understandable—and accessible—for every reader.Space as an industry offers a triple bottom line: Return on Investment, Innovation, and Inspiration.INVESTMENTImagine if you had the opportunity to invest in Apple when it was new and undiscovered—would you do it?Space is a culmination of many disciplines, and it works in tandem with various industries. The sector’s growth depends on merging different fields with cutting-edge technologies, fantastical ideas with logical applications.Investors, including John Doerr, Khosla Ventures, Sequoia, RRE, Bessemer Venture Partners, First Round, Peter Thiel’s Founders Fund, and Andreesen Horowitz, took notice and are backing companies in this growing sector.INNOVATIONSpace is the sector with the most unlimited potential for progress and collaboration. When space advances, other industries benefit. When other industries advance, space benefits as well—innovations and progress multiply.From Hollywood to navigation, communications devices to streaming services, medical discoveries to robotics, agriculture to energy, all of these industries affect space and are affected by space—much like bees pollinating flowers.Jacobson proposes that space startups can borrow tactics and strategies developed by other entrepreneurs and thought leaders—such as Peter Thiel, Eric Ries, and Ben Horowitz—to improve space startups' probability for success.INSPIRATIONWhat do Jules Verne, Star Trek, Isaac Asimov, Arthur C. Clarke, Stanley Kubrick, Jerry Pournelle, Andy Weir, and David Bowie have in common?For centuries, artists and creators have helped inspire real space efforts. They merged space with arts and entertainment to construct visions and stories that helped us articulate, amplify, and imagine what is possible—ultimately influencing and shaping reality, from Moon missions to mobile phones.What will we accomplish over the next decade? Is there a way to achieve great personal success and benefit others—maybe even all of humanity?

    During a fogbound evening in an airport lounge, Matchett and some fellow enthusiasts began a discussion of racecar design, a conversation which evolved into a detailed examination of the teams and technologies behind the world's most complex sport. Their thoughts are captured here, from choosing the best chassis and most advanced suspension to building the strongest gearbox, providing an unmatched insider view of the international F1 scene."'I really could see the scenes he describes evolving in my mind, as if I was there-the mark of true genius in the author!"--F1 Sport International

    stock market is rigged. This is an extraordinarily serious accusation. If it is true that a conspiracy of stock exchanges, banks, regulators and high-frequency traders has rigged the market, this has profound implications for every aspect of our financial system. It’s rather surprising, then, that this book alleging a vast high-frequency trading conspiracy included no high-frequency traders. Flash Boys lacks a single insider’s account, and it shows. Electronic trading is extremely complicated, and if you neglect to talk to any electronic traders, you’re probably going to get it wrong. Flash Boys: Not So Fast, written by a former high-frequency trading executive and regulatory compliance expert, provides the missing insider’s perspective on today’s stock market and answers the question of whether or not Michael Lewis is right. Not So Fast reviews the alleged scams described by Lewis and applies the same rigorous analysis that real trading strategies are subjected to, methodically walking through them step by step and explaining what is actually possible in today’s markets and what is not. Extensively researched and documented, Not So Fast provides a clear, accurate picture of how today’s markets operate, including what works, what doesn’t work, and what changes need to be made.

    By the mid-1990s the old school grizzled traders had been replaced by a new breed of quantitative analysts, applying mathematics to the "art" of trading and making of it a science. A similar phenomenon is happening in poker. The grizzled "road gamblers" are being replaced by a new generation of players who have challenged many of the assumptions that underlie traditional approaches to the game. One of the most important features of this new approach is a reliance on quantitative analysis and the application of mathematics to the game. This book provides an introduction to quantitative techniques as applied to poker and to a branch of mathematics that is particularly applicable to poker, game theory, in a manner that makes seemingly difficult topics accessible to players without a strong mathematical background.