Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory.All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points.The Second Edition features: * Chapters reorganized to improve teaching * 200 new problems * New material on source coding, portfolio theory, and feedback capacity * Updated referencesNow current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications.

    In an instructive and conversational tone, Cody clearly explains how to program SAS, illustrating with one or more real-life examples and giving a detailed description of how the program works.

    New material in the third edition includes: - A new chapter--complete with colorful examples from Lloyds of London and Sumitomo Metals--on how risky behavior can lead to disaster in private markets.- An evaluation of the Federal Reserves role in reining in economic growth to prevent inflation, and the debate over whether its growth targets are too low.- A look at the collapse of the Mexican peso and the burst of Japans bubble economy.- A revised discussion of the federal budget deficit, including the growing concern that Social Security and Medicare payments to retiring baby boomers will threaten the solvency of the government. Finally, in the updated concluding section, the author provides three possible scenarios for the American economy over the next decade. He warns that we live in an age of diminished expectations, in which the voting public is willing to settle for policy drift--but with the first of the baby boomers turning 65 in 2011, the U.S. economy will not be able to drift indefinitely.

    Founded on Jacques Bertin’s practical experience as a cartographer, Part One of this work is an unprecedented attempt to synthesize principles of graphic communication with the logic of standard rules applied to writing and topography. Part Two brings Bertin’s theory to life, presenting a close study of graphic techniques including shape, orientation, color, texture, volume, and size in an array of more than 1,000 maps and diagrams.

    With extensive treatment of the heart of epidemiology-from study designs to descriptive epidemiology to quantitative measures-this reader-friendly text is accessible and interesting to a wide range of beginning students in all health-related disciplines. A unique focus is given to real-world applications of epidemiology and the development of skills that students can apply in subsequent course work and in the field. The text is also accompanied by a complete package of instructor and student resources available through a companion Web site.

    This easy to understand guide takes you through the world of economics from understanding micro- and macroeconomics to demystifying complex topics such as capitalism and recession.This updated edition walks you through the history, principles and theories of economics as well as breaking down all the complicated terminology, leaving you clued up on economics in no time.Getting to grips - explore the science of economics and how people deal with scarcityKeeping an eye on it - learn all about macroeconomics and how economists keep track of everythingWatch patterns emerge - understand why monitoring consumer behaviour is vital and all you need to know about microeconomicsYour recession guide - expert advice on recessions and a detailed look at why they occurOpen the book and find:Why you should care about economics and how it affects youTools to help you understand a recessionA guide to seductive economic fallaciesAll you need to know on monetary and fiscal policiesHow supply and demand can be made easyWhy it's vital to track consumer choicesAn in-depth look at a profit-maximising firm and the core of capitalismGuidance on property rights and wrongsLearn to:Look through economic history and spot the trendsUnderstand micro- and macroeconomicsGet to grips with consumer behaviour and its influence on the economySpot the signs of a recession and see how economic decisions affect you

    Included are step-by-step instructions on how to carry out Bayesian data analyses.Download Link : readbux.com/download?i=0124058884            0124058884 Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan PDF by John Kruschke

    Well ‘next’ might be exaggerating it a little. A sale would be more appropriate. Each night I’d return home and let out a bunch of expletives that would make my dog blush. I was often in a foul mood. Then after 10 years of struggle I discovered, developed and implemented a bunch of real estate marketing strategies which I am going reveal in this book that saw my income virtually double in one year. After 2 years of using these real estate lead generation skills my income shot up another 50%. The word soon got out that I had discovered a way to make ‘easy’ (no such thing) real estate sales. Real estate referrals became my method of operation. Companies were approaching me to move camps. In fact one company placed me on a $200,000 package to help boost sales. The strategies worked for me and they’ll work for you. This book is for real estate sales people, real estate agents or brokers who are totally overwhelmed with the complexities of selling real estate. It’s for agents seething with frustration at their pathetic sales. And it’s also for successful real estate agents wanting to take their real estate career to the next level. You have two obstacles from making a killing in real estate sales: 1. You have no idea what business you are REALLY in. Most real estate sales people think that they are in the real estate business to assist people with their real estate buying, selling, leasing or managing needs.While partly ‘true’ unless you have a real estate lead that wants to buy, sell, lease or manage a property through you, you have no business. PERIOD. 2. A belief that you are ‘Gods’ answer to all things real estate.Let’s face it. Real estate agents are an egotistical bunch. How often do you see advertisements stating “Billy Blogs – No. 1 For XYZ Real Estate” or “Cheryl Champion – Top Real Estate Marketer, Mars Tribune” Who gives a toss. The public certainly don’t and nor should you especially if you are a newbie just getting started. With my real estate lead generation tips you’ll soon be the ‘king’ or queen’ of your local area. My real estate lead generation strategies are by no means complete. But they are a good start in raising you from the depths of despair to making you the champion agent you so rightly deserve to be. Here’s my appeal to you. Believe in yourself. Believe in your real estate career. Follow my suggestions. Implement those that appeal to you and be consistent. These real estate lead generation strategies take time but they have helped me sell over $400 million of real estate. They will work for you to.

    Sometimes it’ll be obvious – ‘X people develop cancer every year’ – and sometimes less obvious – ‘How smartphones destroyed a generation’. Statistics are an immensely powerful tool for understanding the world; the best tool we have. But in the wrong hands, they can be dangerous.This book will help you spot common mistakes and tricks that can mislead you into thinking that small numbers are big, or unimportant changes are important. It will show you how the numbers you read are made – you’ll learn about how surveys with small or biased samples can generate wrong answers, and why ice cream doesn’t cause drownings.We are surrounded by numbers and data, and it has never been more important to separate the good from the bad, the true from the false. HOW TO READ NUMBERS is a vital guide that will help you understand when and how to trust the numbers in the news – and, just as importantly, when not to.

    It is the technology behind photo tagging systems at Facebook and Google, self-driving cars, speech recognition systems on your smartphone, and much more.In particular, Deep learning excels at solving machine perception problems: understanding the content of image data, video data, or sound data. Here's a simple example: say you have a large collection of images, and that you want tags associated with each image, for example, "dog," "cat," etc. Deep learning can allow you to create a system that understands how to map such tags to images, learning only from examples. This system can then be applied to new images, automating the task of photo tagging. A deep learning model only has to be fed examples of a task to start generating useful results on new data.

    This guide provides explanations of eigenvalues, eigenvectors, linear transformations, linear equations, vectors, and matrices.

    How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics, the right data and a few well-chosen statistical tools can help us answer these questions and more.For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions.And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal—and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.

    

    This book provides an applications-oriented introduction to multivariate data analysis for the non-statistician, by focusing on the fundamental concepts that affect the use of specific techniques.

    In fact, writes Adam Davidson--one of our leading public voices on economic issues--the twenty-first-century economic paradigm offers new ways of making money, fresh paths toward professional fulfillment, and unprecedented opportunities for curious, ambitious individuals to combine the things they love with their careers.Drawing on the stories of average people doing exactly this--an accountant overturning his industry, a sweatshop owner's daughter fighting for better working conditions, an Amish craftsman meeting the technological needs of Amish farmers--as well as the latest academic research, Davidson shows us how the twentieth-century economy of scale has given way in this century to an economy of passion. He makes clear, too, that though the adjustment has brought measures of dislocation, confusion, and even panic, these are most often the result of a lack of understanding. The Passion Economy delineates the ground rules of the new economy, and armed with these, we begin to see how we can succeed in it according to its own terms--intimacy, insight, attention, automation, and, of course, passion. An indispensable road map and a refreshingly optimistic take on our economic future.