Book picks similar to
Factor Analysis: Statistical Methods and Practical Issues by Jae-On Kim
sociology
statistics
theory
english
Perfect Pierogi Recipes
Rose wysocki - 2013
Some are recipes from her Polish Mother and Grandmother. Others are recipes she's collected or developed over the years. You’ll find a total of 51 recipes. There are an additional 26 toppings listed without recipes. They are very easy to make. That includes recipes for: 10 different pierogi doughs (traditional and contemporary), 15 savory fillings, 6 sweet fillings, 3 traditional pierogi toppings, 2 contemporary toppings, 9 compound butters and 6 sauces. I also included a list of 16 additional traditional toppings and 10 contemporary toppings (without recipes.) Finally you’ll find a lot of information about the history of pierogi, how to make pierogi dough, different methods to cut, stuff and seal the pierogi, how to best boil, saute, deep fry or bake pierogi, how to freeze pierogi and more. She also provides links to a couple of pierogi cutting and sealing tools that will save you a lot of time preparing pierogi.Making pierogi at home is really easy if you have the right directions. This book will give you a head start on making perfect pierogi.
Dataclysm: Who We Are (When We Think No One's Looking)
Christian Rudder - 2014
In Dataclysm, Christian Rudder uses it to show us who we truly are. For centuries, we’ve relied on polling or small-scale lab experiments to study human behavior. Today, a new approach is possible. As we live more of our lives online, researchers can finally observe us directly, in vast numbers, and without filters. Data scientists have become the new demographers. In this daring and original book, Rudder explains how Facebook "likes" can predict, with surprising accuracy, a person’s sexual orientation and even intelligence; how attractive women receive exponentially more interview requests; and why you must have haters to be hot. He charts the rise and fall of America’s most reviled word through Google Search and examines the new dynamics of collaborative rage on Twitter. He shows how people express themselves, both privately and publicly. What is the least Asian thing you can say? Do people bathe more in Vermont or New Jersey? What do black women think about Simon & Garfunkel? (Hint: they don’t think about Simon & Garfunkel.) Rudder also traces human migration over time, showing how groups of people move from certain small towns to the same big cities across the globe. And he grapples with the challenge of maintaining privacy in a world where these explorations are possible. Visually arresting and full of wit and insight, Dataclysm is a new way of seeing ourselves—a brilliant alchemy, in which math is made human and numbers become the narrative of our time.
Machine Learning: A Probabilistic Perspective
Kevin P. Murphy - 2012
Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.
The Little SAS Book: A Primer
Lora D. Delwiche - 1995
This friendly, easy-to-read guide gently introduces you to the most commonly used features of SAS software plus a whole lot more! Authors Lora Delwiche and Susan Slaughter have revised the text to include concepts of the Output Delivery System; the STYLE= option in the PRINT, REPORT, and TABULATE procedures; ODS HTML, RTF, PRINTER, and OUTPUT destinations; PROC REPORT; more on PROC TABULATE; exporting data; and the colon modifier for informats. You'll find clear and concise explanations of basic SAS concepts (such as DATA and PROC steps), inputting data, modifying and combining data sets, summarizing and presenting data, basic statistical procedures, and debugging SAS programs. Each topic is presented in a self-contained, two-page layout complete with examples and graphics. This format enables new users to get up and running quickly, while the examples allow you to type in the program and see it work!
The Imperfect Board Member: Discovering the Seven Disciplines of Governance Excellence
Jim Brown - 2006
In a compelling style like no one before him, Jim Brown helps leaders understand the keys for boardroom excellence. The Imperfect Board Member ought to be required reading for people on every type of board. The great thing is that it won't need to be required--it's such a fun book, every leader will want to read it. --Jim Balsillie, chairman and co-CEO, Research in Motion; chair, Centre for International Governance InnovationI know no board members, myself included, who won't learn valuable lessons from Jim Brown's book The Imperfect Board Member. Don't miss it! --Ken Blanchard, coauthor, The One-Minute Manager and The SecretThanks to Sarbanes-Oxley, boards have become active. The Imperfect Board Member clarifies sharply the lines of what boards need to do and what management needs to do. The time has come for the two groups to work together and yet keep independent. --Ram Charan, coauthor, Execution, and author, Boards That DeliverThe Imperfect Board Member by Jim Brown is a highly perceptive, eminently readable, engagingly human book on how boards and directors can improve their performance. In a breezy conversational style that uses dialogue invitingly and often, the author explores with sensitivity and a light touch not only the standard ingredients but also the more subtle nuances of excellence in both corporate and not-for-profit governance. --William A. Dimma, author, Tougher Boards for Tougher Times; chairman, Home Capital Group Inc.
The News About the News: American Journalism in Peril
Leonard Downie Jr. - 2002
Good journalism builds communities, arms citizens with important information, and serves as a public watchdog for civic, national, and global issues. But what happens when the news turns its back on its public role? Leonard Downie Jr., executive editor of The Washington Post, and Robert G. Kaiser, associate editor and senior correspondent, report on a growing crisis in American journalism. From the corporatization that leads media moguls to slash content for profit, to newsrooms that ignore global crises to report on personal entertainment, these veteran journalists chronicle an erosion of independent, relevant journalism. In the process, they make clear why incorruptible reporting is crucial to American society. Rooted in interviews and first-hand accounts, the authors take us inside the politically charged world of one of America’s powerful institutions, the media.
Visualize This: The FlowingData Guide to Design, Visualization, and Statistics
Nathan Yau - 2011
Wouldn't it be wonderful if we could actually visualize data in such a way that we could maximize its potential and tell a story in a clear, concise manner? Thanks to the creative genius of Nathan Yau, we can. With this full-color book, data visualization guru and author Nathan Yau uses step-by-step tutorials to show you how to visualize and tell stories with data. He explains how to gather, parse, and format data and then design high quality graphics that help you explore and present patterns, outliers, and relationships.Presents a unique approach to visualizing and telling stories with data, from a data visualization expert and the creator of flowingdata.com, Nathan Yau Offers step-by-step tutorials and practical design tips for creating statistical graphics, geographical maps, and information design to find meaning in the numbers Details tools that can be used to visualize data-native graphics for the Web, such as ActionScript, Flash libraries, PHP, and JavaScript and tools to design graphics for print, such as R and Illustrator Contains numerous examples and descriptions of patterns and outliers and explains how to show them Visualize This demonstrates how to explain data visually so that you can present your information in a way that is easy to understand and appealing.
Top Dog: The Science of Winning and Losing
Po Bronson - 2013
Beyond their bestselling books, you know them from commentary and features in the New York Times, CNN, NPR, Time, Newsweek, Wired, New York, and more. E-mail, Facebook, and Twitter accounts are filled with demands to read their reporting (such as "How Not to Talk to Your Kids," "Creativity Crisis," and "Losing Is Good for You"). In Top Dog, Bronson and Merryman again use their astonishing blend of science and storytelling to reveal what's truly in the heart of a champion. The joy of victory and the character-building agony of defeat. Testosterone and the neuroscience of mistakes. Why rivals motivate. How home field advantage gets you a raise. What teamwork really requires. It's baseball, the SAT, sales contests, and Linux. How before da Vinci and FedEx were innovators, first, they were great competitors. Olympians carry Top Dog in their gym bags. It's in briefcases of Wall Street traders and Madison Avenue madmen. Risk takers from Silicon Valley to Vegas race to implement its ideas, as educators debate it in halls of academia. Now see for yourself what this game-changing talk is all about.
The Hundred-Page Machine Learning Book
Andriy Burkov - 2019
During that week, you will learn almost everything modern machine learning has to offer. The author and other practitioners have spent years learning these concepts.Companion wiki — the book has a continuously updated wiki that extends some book chapters with additional information: Q&A, code snippets, further reading, tools, and other relevant resources.Flexible price and formats — choose from a variety of formats and price options: Kindle, hardcover, paperback, EPUB, PDF. If you buy an EPUB or a PDF, you decide the price you pay!Read first, buy later — download book chapters for free, read them and share with your friends and colleagues. Only if you liked the book or found it useful in your work, study or business, then buy it.
Freakonomics: A Rogue Economist Explores the Hidden Side of Everything
Steven D. Levitt - 2005
Wade have on violent crime? Freakonomics will literally redefine the way we view the modern world.These may not sound like typical questions for an economist to ask. But Steven D. Levitt is not a typical economist. He is a much heralded scholar who studies the stuff and riddles of everyday life -- from cheating and crime to sports and child rearing -- and whose conclusions regularly turn the conventional wisdom on its head. He usually begins with a mountain of data and a simple, unasked question. Some of these questions concern life-and-death issues; others have an admittedly freakish quality. Thus the new field of study contained in this book: freakonomics.Through forceful storytelling and wry insight, Levitt and co-author Stephen J. Dubner show that economics is, at root, the study of incentives -- how people get what they want, or need, especially when other people want or need the same thing. In Freakonomics, they set out to explore the hidden side of ... well, everything. The inner workings of a crack gang. The truth about real-estate agents. The myths of campaign finance. The telltale marks of a cheating schoolteacher. The secrets of the Ku Klux Klan.What unites all these stories is a belief that the modern world, despite a surfeit of obfuscation, complication, and downright deceit, is not impenetrable, is not unknowable, and -- if the right questions are asked -- is even more intriguing than we think. All it takes is a new way of looking. Steven Levitt, through devilishly clever and clear-eyed thinking, shows how to see through all the clutter.Freakonomics establishes this unconventional premise: If morality represents how we would like the world to work, then economics represents how it actually does work. It is true that readers of this book will be armed with enough riddles and stories to last a thousand cocktail parties. But Freakonomics can provide more than that. It will literally redefine the way we view the modern world.(front flap)
The No Asshole Rule: Building a Civilized Workplace and Surviving One That Isn't
Robert I. Sutton - 2007
Sutton addressed a taboo topic that affects every workplace: employees who are insensitive to their colleagues, corporate bullies, bosses who just don't get it, the kind of people who make you exclaim in exasperation, "What an asshole!"Now, in a definitive book that addresses this growing problem, Sutton shows you how you can work with unsavory people without becoming one of them yourself.
Tell Me The Odds: A 15 Page Introduction To Bayes Theorem
Scott Hartshorn - 2017
Essentially, you make an initial guess, and then get more data to improve it. Bayes Theorem, or Bayes Rule, has a ton of real world applications, from estimating your risk of a heart attack to making recommendations on Netflix But It Isn't That Complicated This book is a short introduction to Bayes Theorem. It is only 15 pages long, and is intended to show you how Bayes Theorem works as quickly as possible. The examples are intentionally kept simple to focus solely on Bayes Theorem without requiring that the reader know complicated probability distributions. If you want to learn the basics of Bayes Theorem as quickly as possible, with some easy to duplicate examples, this is a good book for you.
The How of Happiness: A Scientific Approach to Getting the Life You Want
Sonja Lyubomirsky - 2007
Research psychologist Sonja Lyubomirsky's pioneering concept of the 40% solution shows you how Drawing on her own groundbreaking research with thousands of men and women, research psychologist and University of California professor of psychology Sonja Lyubomirsky has pioneered a detailed yet easy-to-follow plan to increase happiness in our day-to-day lives-in the short term and over the long term. The How of Happiness is a different kind of happiness book, one that offers a comprehensive guide to understanding what happiness is, and isn't, and what can be done to bring us all closer to the happy life we envision for ourselves. Using more than a dozen uniquely formulated happiness-increasing strategies, The How of Happiness offers a new and potentially life- changing way to understand our innate potential for joy and happiness as well as our ability to sustain it in our lives. Beginning with a short diagnostic quiz that helps readers to first quantify and then to understand what she describes as their "happiness set point," Lyubomirsky reveals that this set point determines just 50 percent of happiness while a mere 10 percent can be attributed to differences in life circumstances or situations. This leaves a startling, and startlingly underdeveloped, 40 percent of our capacity for happiness within our power to change. Lyubomirsky's "happiness strategies" introduce readers to the concept of intentional activities, mindful actions that they can use to achieve a happier life. These include exercises in practicing optimism when imagining the future, instruction in how best to savor life's pleasures in the here and now, and a thoroughgoing explanation of the importance of staying active to being happy. Helping readers find the right fit between the goals they set and the activities she suggests, Lyubomirsky also helps readers understand the many obstacles to happiness as well as how to harness individual strengths to overcome them. Always emphasizing how much of our happiness is within our control, Lyubomirsky addresses the "scientific how" of her happiness research, demystifying the many myths that unnecessarily complicate its pursuit. Unlike those of many self-help books, all her recommendations are supported by scientific research. The How of Happiness is both a powerful contribution to the field of positive psychology and a gift to all those who have questioned their own well- being and sought to take their happiness into their own hands.
How the Brain Learns Mathematics
David A. Sousa - 2007
Sousa discusses the cognitive mechanisms for learning mathematics and the environmental and developmental factors that contribute to mathematics difficulties. This award-winning text examines:Children's innate number sense and how the brain develops an understanding of number relationships Rationales for modifying lessons to meet the developmental learning stages of young children, preadolescents, and adolescents How to plan lessons in PreK-12 mathematics Implications of current research for planning mathematics lessons, including discoveries about memory systems and lesson timing Methods to help elementary and secondary school teachers detect mathematics difficulties Clear connections to the NCTM standards and curriculum focal points
How to Buy Your First Home (And How to Sell it Too)
Phil Spencer - 2011
Breaking everything down into simple and achievable steps, he makes this daunting process easy. Learn how to:- Find your perfect pad- Choose which mortgage is right for you- Negotiate with estate agents and sellers- Organise exchange and completion Including indispensable advice, money-saving tips and an essential trouble-shooting section, this guide covers everything a first-time buyer needs to know. And when it's time to move on again, this book will show you how to sell your home too.Phil Spencer is one the best-known faces on British television, co-presenting the hit Channel 4 series Location, Location, Location and Relocation, Relocation. Phil has written regularly columns in The Sunday Times and Country Life, and is contracted to Archant publishing to write columns that are syndicated in the group's numerous local glossy magazines which are distributed nationwide. Recent TV appearances include on The One Show, Children in Need and The Friday Night Project, and Phil also regularly appears on the radio to discuss property issues.