Thinking Clearly With Data
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Thinking Clearly With Data
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Author : Ethan Bueno de Mesquita
language : en
Publisher: Princeton University Press
Release Date : 2021-11-16
Thinking Clearly With Data written by Ethan Bueno de Mesquita and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-16 with Computers categories.
"This is an intro-level text that teaches how to think clearly and conceptually about quantitative information, emphasizing ideas over technicality and assuming no prior exposure to data analysis, statistics, or quantitative methods. The books four parts present the foundation for quantiative reasoning: correlation and causation; statistical relationships; causal phenomena; and incorporating quantitative information into decision making. Within these parts it covers the array of tools used by social scientists, including regression, inference, experiments, research design, and more, all by explaining the rationale and logic behind such tools rather than focusing only on the technical calculations used for each. New concepts are presented simply, with the help of copious examples, and the books leans towards graphic rather than mathematical representation of data, with any technical material included in appendices"--
Thinking Clearly With Data
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Author : Ethan Bueno de Mesquita
language : en
Publisher: Princeton University Press
Release Date : 2021-11-16
Thinking Clearly With Data written by Ethan Bueno de Mesquita and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-16 with Social Science categories.
An engaging introduction to data science that emphasizes critical thinking over statistical techniques An introduction to data science or statistics shouldn’t involve proving complex theorems or memorizing obscure terms and formulas, but that is exactly what most introductory quantitative textbooks emphasize. In contrast, Thinking Clearly with Data focuses, first and foremost, on critical thinking and conceptual understanding in order to teach students how to be better consumers and analysts of the kinds of quantitative information and arguments that they will encounter throughout their lives. Among much else, the book teaches how to assess whether an observed relationship in data reflects a genuine relationship in the world and, if so, whether it is causal; how to make the most informative comparisons for answering questions; what questions to ask others who are making arguments using quantitative evidence; which statistics are particularly informative or misleading; how quantitative evidence should and shouldn’t influence decision-making; and how to make better decisions by using moral values as well as data. Filled with real-world examples, the book shows how its thinking tools apply to problems in a wide variety of subjects, including elections, civil conflict, crime, terrorism, financial crises, health care, sports, music, and space travel. Above all else, Thinking Clearly with Data demonstrates why, despite the many benefits of our data-driven age, data can never be a substitute for thinking. An ideal textbook for introductory quantitative methods courses in data science, statistics, political science, economics, psychology, sociology, public policy, and other fields Introduces the basic toolkit of data analysis—including sampling, hypothesis testing, Bayesian inference, regression, experiments, instrumental variables, differences in differences, and regression discontinuity Uses real-world examples and data from a wide variety of subjects Includes practice questions and data exercises
The Art Of Thinking Clearly
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Author : Rolf Dobelli
language : en
Publisher: Harper Collins
Release Date : 2014-05-06
The Art Of Thinking Clearly written by Rolf Dobelli and has been published by Harper Collins this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-05-06 with Psychology categories.
A world-class thinker counts the 100 ways in which humans behave irrationally, showing us what we can do to recognize and minimize these “thinking errors” to make better decisions and have a better life Despite the best of intentions, humans are notoriously bad—that is, irrational—when it comes to making decisions and assessing risks and tradeoffs. Psychologists and neuroscientists refer to these distinctly human foibles, biases, and thinking traps as “cognitive errors.” Cognitive errors are systematic deviances from rationality, from optimized, logical, rational thinking and behavior. We make these errors all the time, in all sorts of situations, for problems big and small: whether to choose the apple or the cupcake; whether to keep retirement funds in the stock market when the Dow tanks, or whether to take the advice of a friend over a stranger. The “behavioral turn” in neuroscience and economics in the past twenty years has increased our understanding of how we think and how we make decisions. It shows how systematic errors mar our thinking and under which conditions our thought processes work best and worst. Evolutionary psychology delivers convincing theories about why our thinking is, in fact, marred. The neurosciences can pinpoint with increasing precision what exactly happens when we think clearly and when we don’t. Drawing on this wide body of research, The Art of Thinking Clearly is an entertaining presentation of these known systematic thinking errors--offering guidance and insight into everything why you shouldn’t accept a free drink to why you SHOULD walk out of a movie you don’t like it to why it’s so hard to predict the future to why shouldn’t watch the news. The book is organized into 100 short chapters, each covering a single cognitive error, bias, or heuristic. Examples of these concepts include: Reciprocity, Confirmation Bias, The It-Gets-Better-Before-It-Gets-Worse Trap, and the Man-With-A-Hammer Tendency. In engaging prose and with real-world examples and anecdotes, The Art of Thinking Clearly helps solve the puzzle of human reasoning.
Big Data
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Author : Viktor Mayer-Schonberger
language : en
Publisher: Hachette UK
Release Date : 2013-03-14
Big Data written by Viktor Mayer-Schonberger and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-14 with Business & Economics categories.
New and expanded edition. An International Bestseller - Over One Million Copies Sold! Shortlisted for the Financial Times/Goldman Sachs Business Book of the Year Award. Since Aristotle, we have fought to understand the causes behind everything. But this ideology is fading. In the age of big data, we can crunch an incomprehensible amount of information, providing us with invaluable insights about the what rather than the why. We're just starting to reap the benefits: tracking vital signs to foresee deadly infections, predicting building fires, anticipating the best moment to buy a plane ticket, seeing inflation in real time and monitoring social media in order to identify trends. But there is a dark side to big data. Will it be machines, rather than people, that make the decisions? How do you regulate an algorithm? What will happen to privacy? Will individuals be punished for acts they have yet to commit? In this groundbreaking and fascinating book, two of the world's most-respected data experts reveal the reality of a big data world and outline clear and actionable steps that will equip the reader with the tools needed for this next phase of human evolution.
Thinking Clearly
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Author : Jill LeBlanc
language : en
Publisher: W W Norton & Company Incorporated
Release Date : 1998
Thinking Clearly written by Jill LeBlanc and has been published by W W Norton & Company Incorporated this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Philosophy categories.
In tune with the needs of students, Thinking Clearly focuses squarely on core issues of critical reasoning.
The Art Of Thinking Clearly
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Author : Rolf Dobelli
language : en
Publisher: Hachette UK
Release Date : 2013-04-11
The Art Of Thinking Clearly written by Rolf Dobelli and has been published by Hachette UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-11 with Psychology categories.
OVER 3 MILLION COPIES SOLD Making better choices will transform your life at work, at home, forever If you want to lead a happier, more prosperous life, you don't need shiny gadgets, complicated ideas or frantic activity. You just need to make better choices. From why you should not accept a free drink to why you should keep a diary, from dealing with a personal problem to negotiating at work, The Art of Thinking Clearly is a simple, straightforward and always surprising guide to a better, smarter you. SEE HOW THE ART OF THINKING CLEARLY IS CHANGING READERS' LIVES 'Everyone in business should read this superb book' ⭐ ⭐ ⭐ ⭐ ⭐ 'I've read this book so many times I've lost count. Being a manager for many years it has been very useful in helping me help myself and others to think more rationally about different challenges and situations. Highly recommend it' ⭐ ⭐ ⭐ ⭐ ⭐ 'The concepts in this book are so smart and straightforward, you will kick yourself for not knowing and applying them in your life already' ⭐ ⭐ ⭐ ⭐ ⭐ 'Reading this book has helped me realise how much flaws I have in my thinking. It's a great read' ⭐ ⭐ ⭐ ⭐ ⭐ 'For those genuinely looking to build a better thinking and rationale and do not mind putting lots of effort to it then I find this the perfect book' ⭐ ⭐ ⭐ ⭐ ⭐ 'A book to shift your perception' ⭐ ⭐ ⭐ ⭐ ⭐ 'It definitely changed the way I am approaching problems and dealing with life's little challenges' ⭐ ⭐ ⭐ ⭐ ⭐
Introduction To Educational Research
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Author : W. Newton Suter
language : en
Publisher: SAGE
Release Date : 2012
Introduction To Educational Research written by W. Newton Suter and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with Education categories.
W. Newton Suter argues that what is important in a changing education landscape is the ability to think clearly about research methods, reason through complex problems and evaluate published research. He explains how to evaluate data and establish its relevance.
Storytelling With Data
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Author : Cole Nussbaumer Knaflic
language : en
Publisher: John Wiley & Sons
Release Date : 2015-10-09
Storytelling With Data written by Cole Nussbaumer Knaflic and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-09 with Mathematics categories.
Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it!
Foundations Of Data Science
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Author : Avrim Blum
language : en
Publisher: Cambridge University Press
Release Date : 2020-01-23
Foundations Of Data Science written by Avrim Blum and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-23 with Computers categories.
Covers mathematical and algorithmic foundations of data science: machine learning, high-dimensional geometry, and analysis of large networks.
Make Up Your Mind
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Author : Hal Mooz
language : en
Publisher: John Wiley & Sons
Release Date : 2012-02-14
Make Up Your Mind written by Hal Mooz and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-14 with Business & Economics categories.
A proven decision-making system guides readers to the rightchoice every time Make Up Your Mind provides author Hal Mooz’sproprietary system for decision making. This approach consists ofthree decision-making models, including: the Decision Type Model,which characterizes what is at stake with any decision; theDecision Solution Model, which frames the most suitablealternatives; and the Decision Judgment Model, which provides tenbases for judging alternatives, some of which may be defensible andothers that, although popular, may not be defensible to challenge.These models guide the reader's thinking to the most promisingalternatives and the best choice. A decision fit person enjoys the benefit of thinking clearlyabout decisions and their outcomes and is competent to actknowledgeably and decisively about creating the alternatives andjudging them appropriately. Become decision fit. Think clearly and act decisively on yourown decisions and help others to do the same.