Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their own research, that demonstrate how to solve complicated problems. Changes in the new edition include:Stronger focus on MCMC Revision of the computational advice in Part III New chapters on nonlinear models and decision analysis Several additional applied examples from the authors' recent research Additional chapters on current models for Bayesian data analysis such as nonlinear models, generalized linear mixed models, and more Reorganization of chapters 6 and 7 on model checking and data collectionBayesian computation is currently at a stage where there are many reasonable ways to compute any given posterior distribution. However, the best approach is not always clear ahead of time. Reflecting this, the new edition offers a more pluralistic presentation, giving advice on performing computations from many perspectives while making clear the importance of being aware that there are different ways to implement any given iterative simulation computation. The new approach, additional examples, and updated information make Bayesian Data Analysis an excellent introductory text and a reference that working scientists will use throughout their professional life.

    What's new in the Second Edition? 1. Fully compliant with the latest version of SPSS version 12 2. More coverage of advanced statistics including completely new coverage of non-parametric statistics. The book is 50 per cent longer than the First Edition. 3. Each section of each chapter now has a notation - 1,2 or 3 - referring to the intended level of study. This helps students navigate their way through the book and makes it user-friendly for students of ALL levels. 4. Has a 'how to use this book' section at the start of the text. 5. Characters in each chapter have defined roles - summarizing key points, to pose questions etc 6. Each chapter now has several examples for students to work through. Answers provided on the enclosed CD-ROM

    But how do you defeat them? Based on Authentic firsthand case studies Rasmus Ankersen answers some of the toughest management questions of today.

    Call it the algebra oracle: By plugging in the right variables, GEEK LOGIK answers life’s most persistent questions. It covers Dating and Romance, Career and Finance, and everyday decisions like Should I get a tattoo? Can I still wear tight jeans? Is it time to see a therapist? How many beers should I have at the company picnic? How does it work? Take a simple issue that comes up once or twice a week: Should I call in sick? Fill in the variables honestly, such as D for doctor’s note (enter 1 for “no,†10 for “yes,†and 5 for “yes, but it’s a forgeryâ€), R for importance of job (1-10, with 10 being “personally responsible for Earth’s orbit around Sunâ€), Fj for how much fun you have at work (1-10, with 10 being “personal trainer for underwear modelsâ€), N for how much you need the money (1-10, with 10 being “I owe the mobâ€), then do the math, and voilà—if the product, Hooky, is greater than 1, enjoy your very own Ferris Bueller’s Day Off. Includes a pocket calculator so that prospective geeks can immediately solve the equation on the back cover: Should I buy this book?

    The authors have extensive experience both managing data analysts and conducting their own data analyses, and have carefully observed what produces coherent results and what fails to produce useful insights into data. This book is a distillation of their experience in a format that is applicable to both practitioners and managers in data science.

    In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

    But what if you could have your computer do them for you?In "Automate the Boring Stuff with Python," you'll learn how to use Python to write programs that do in minutes what would take you hours to do by hand no prior programming experience required. Once you've mastered the basics of programming, you'll create Python programs that effortlessly perform useful and impressive feats of automation to: Search for text in a file or across multiple filesCreate, update, move, and rename files and foldersSearch the Web and download online contentUpdate and format data in Excel spreadsheets of any sizeSplit, merge, watermark, and encrypt PDFsSend reminder emails and text notificationsFill out online formsStep-by-step instructions walk you through each program, and practice projects at the end of each chapter challenge you to improve those programs and use your newfound skills to automate similar tasks.Don't spend your time doing work a well-trained monkey could do. Even if you've never written a line of code, you can make your computer do the grunt work. Learn how in "Automate the Boring Stuff with Python.""

    You'll discover proven techniques for living a meaningful, healthy, and productive life no matter what your life circumstances happen to be. You'll learn why having positive emotions can improve your health and well-being. And, you will find out what happiness isn't and how to avoid confusing happiness with culturally valued outcomes like wealth, power, and success. Pursue what you want, seize the day, find benefits in life's challenges, and live a happy lifestyle.Open the book and find: Ways to assess your current capacity for happiness Tips for overcoming common obstacles to happiness How to improve your emotional and spiritual life The best personal habits to foster happiness

    Written with a very funny and riveting honesty as only a person with the illness can do, Bipolar Happens! offers practical knowledge and deep insights into what it is like to live with bipolar disorder.Compelling, insightful and never afraid to tell the truth , many of Julie’s readers credit this book as being their personal catalyst for change. “When I read this book I actually felt that someone really understood me, and it made me feel hope for the first time since my diagnosis. I didn’t know what it meant to be psychotic or why I got overwhelmed a lot in crowds. I learned how to manage mania much better than in the past. And now I can see that I’m not the only one who wakes up with depression. Julie is funny and so willing to say what many people won’t. This book talks about the stuff we go through that never gets put into books. The book is like reading fables. It’s not overwhelming, but you really learn a lot.”

    Navy Commander Michael Abrashoff attracted worldwide media attention for his success in turning around a struggling ship, the USS "Benfold"--the subject of his acclaimed bestseller, "It's Your Ship." Since then, he's been a fixture on the business lecture circuit, spreading an empowering message that any organization can be turned around with compassionate but firm leadership. Abrashoff never claimed to have all the answers. He also knew that there were plenty of other creative leaders in the navy, army, air force, marine corps, and even the coast guard who could teach businesspeople how to motivate, inspire, and get great results under pressure. So he asked around, found some fascinating people in every branch of the U.S. military and the business world, and interviewed them about leadership and teambuilding. The result is "Get Your Ship Together"--a book that will be just as valuable as "It's Your Ship." For example, Abrashoff introduces us to a working-class enlisted man who rose rapidly in the navy for his creative leadership under fire; an army platoon leader who fought in Afghanistan; the first woman to fly an Apache helicopter in combat; a former commander of the air force's elite Blue Angels; and many other unsung heroes. Abrashoff distills their stories into fresh lessons that can be applied in the business world, such as: Make a contract with your people and honor it Develop your subordinates better so you can buy back a little quality of life Conduct the battle on your terms, not those of your adversary

    This book presents some of the most important modeling and prediction techniques, along with relevant applications. Topics include linear regression, classification, resampling methods, shrinkage approaches, tree- based methods, support vector machines, clustering, and more. Color graphics and real-world examples are used to illustrate the methods presented. Since the goal of this textbook is to facilitate the use of these statistical learning techniques by practitioners in science, industry, and other fields, each chapter contains a tutorial on implementing the analyses and methods presented in R, an extremely popular open source statistical software platform. Two of the authors co-wrote The Elements of Statistical Learning (Hastie, Tibshirani and Friedman, 2nd edition 2009), a popular reference book for statistics and machine learning researchers. An Introduction to Statistical Learning covers many of the same topics, but at a level accessible to a much broader audience. This book is targeted at statisticians and non-statisticians alike who wish to use cutting-edge statistical learning techniques to analyze their data. The text assumes only a previous course in linear regression and no knowledge of matrix algebra.

    Full of exercises and checklists, "Develop Your Leadership Skills" provides the tools to recognize and develop leadership qualities, acquire personal authority and master core leadership functions, including planning, communicating and motivating. Suitable for anyone who wishes to improve their leadership skills, this guide distills the essence of Adair's teaching and offers a framework for becoming an effective leader.

    Fundamentals of Data Structures in C++ offers a complete rendering of basic data structure implementations, enhanced by superior pedagogy and astute analyses.

    It's packed with everything you need to do your best on the test--and move toward your graduate or business school degree.Only ETS can show you exactly what to expect on the test, tell you precisely how the test is scored, and give you hundreds of authentic test questions for practice! That makes this guide your most reliable and accurate source for everything you need to know about the GRE revised General Test.No other guide to the GRE General Test gives you all this: - Four complete, real tests--two in the book and two on CD-ROM - Hundreds of authentic test questions--so you can study with the real thing - In-depth descriptions of the Verbal Reasoning and Quantitative Reasoning measures plus valuable tips for answering each question type- Quantitative Reasoning problem-solving steps and strategies to help you get your best score - Detailed overview of the two types of Analytical Writing essay tasks including scored sample responses and actual raters' comments Everything you need to know about the test, straight from the test makers!

    My easy to use, simple ideas and techniques have become my trademark. I write easy to use books so people will read them and use the information they contain. The ideas in This Is Your Life, Not A Dress Rehearsal are not theory. They have been used by me and countless others to change our lives.