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The Master Algorithm

How the Quest for the Ultimate Learning Machine Will Remake Our World

de Pedro Domingos ...

**Recommended by Bill GatesA thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our own**In the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask. In The Master Algorithm, ... Leer más

$13.99 USD

**Recommended by Bill GatesA thought-provoking and wide-ranging exploration of machine learning and the race to build computer intelligences as flexible as our own**In the world's top research labs and universities, the race is on to invent the ultimate learning algorithm: one capable of discovering any knowledge from data, and doing anything we want, before we even ask. In The Master Algorithm,
... Leer más
Escape from Model Land

How Mathematical Models Can Lead Us Astray and What We Can Do About It

de Erica Thompson ...

Why mathematical models are so often wrong, and how we can make better decisions by accepting their limitsWhether we are worried about the spread of COVID-19 or making a corporate budget, we depend on mathematical models to help us understand the world around us every day. But models aren’t a mirror of reality. In fact, they are fantasies, where everything works out perfectly, every time. And ... Leer más

$18.99 USD

Why mathematical models are so often wrong, and how we can make better decisions by accepting their limitsWhether we are worried about the spread of COVID-19 or making a corporate budget, we depend on mathematical models to help us understand the world around us every day. But models aren’t a mirror of reality. In fact, they are fantasies, where everything works out perfectly, every time. And
... Leer más
A Dictionary of Statistics 3e

de Graham Upton, Ian Cook ...

Series series Oxford Quick Reference
This wide-ranging, jargon-free dictionary contains over 2,300 entries on all aspects of statistics, including terms used in computing, mathematics, and probability. It also includes biographical information on over 200 key figures in the field and coverage of statistical journals and societies. While embracing the whole multi-disciplinary spectrum of this complex subject, information is presented ... Leer más

$13.67 USD

This wide-ranging, jargon-free dictionary contains over 2,300 entries on all aspects of statistics, including terms used in computing, mathematics, and probability. It also includes biographical information on over 200 key figures in the field and coverage of statistical journals and societies. While embracing the whole multi-disciplinary spectrum of this complex subject, information is presented
... Leer más
Chain Event Graphs

de Rodrigo A. Collazo, Christiane Goergen, Jim Q. Smith ...

Series series Chapman & Hall/CRC Computer Science & Data Analysis
Written by some major contributors to the development of this class of graphical models, Chain Event Graphs introduces a viable and straightforward new tool for statistical inference, model selection and learning techniques. The book extends established technologies used in the study of discrete Bayesian Networks so that they apply in a much more general settingAs the first book on Chain Event ... Leer más

$65.69 USD

Written by some major contributors to the development of this class of graphical models, Chain Event Graphs introduces a viable and straightforward new tool for statistical inference, model selection and learning techniques. The book extends established technologies used in the study of discrete Bayesian Networks so that they apply in a much more general settingAs the first book on Chain Event
... Leer más
On the Edge

The Art of Risking Everything

de Nate Silver ...

**The Instant New York Times Bestseller“Engaging and entertaining… a glimpse of the economy of the future.” —Tim Wu, New York Times Book ReviewFrom the New York Times bestselling author of The Signal and the Noise, the definitive guide to our era of risk—and the players raising the stakes**In a world wired for chaos, these players are rewriting the rules. High-stakes, high-IQ, and often high on ... Leer más

$8.99 USD

**The Instant New York Times Bestseller“Engaging and entertaining… a glimpse of the economy of the future.” —Tim Wu, New York Times Book ReviewFrom the New York Times bestselling author of The Signal and the Noise, the definitive guide to our era of risk—and the players raising the stakes**In a world wired for chaos, these players are rewriting the rules. High-stakes, high-IQ, and often high on
... Leer más
Technical Analysis of Stock Trends

de Robert D. Edwards, John Magee, W.H.C. Bassetti ...

Technical Analysis of Stock Trends helps investors make smart, profitable trading decisions by providing proven long- and short-term stock trend analysis.It gets right to the heart of effective technical trading concepts, explaining technical theory such as The Dow Theory, reversal patterns, consolidation formations, trends and channels, technical analysis of commodity charts, and advances in ... Leer más

$49.49 USD

Technical Analysis of Stock Trends helps investors make smart, profitable trading decisions by providing proven long- and short-term stock trend analysis.It gets right to the heart of effective technical trading concepts, explaining technical theory such as The Dow Theory, reversal patterns, consolidation formations, trends and channels, technical analysis of commodity charts, and advances in
... Leer más
Probability

Theory and Examples

de Rick Durrett ...

Series Libro 49 - Cambridge Series in Statistical and Probabilistic Mathematics
This lively introduction to measure-theoretic probability theory covers laws of large numbers, central limit theorems, random walks, martingales, Markov chains, ergodic theorems, and Brownian motion. Concentrating on results that are the most useful for applications, this comprehensive treatment is a rigorous graduate text and reference. Operating under the philosophy that the best way to learn ... Leer más

$73.07 USD

This lively introduction to measure-theoretic probability theory covers laws of large numbers, central limit theorems, random walks, martingales, Markov chains, ergodic theorems, and Brownian motion. Concentrating on results that are the most useful for applications, this comprehensive treatment is a rigorous graduate text and reference. Operating under the philosophy that the best way to learn
... Leer más
Simulation-Based Algorithms for Markov Decision Processes

de Hyeong Soo Chang, Jiaqiao Hu, Michael C. Fu, Steven I. Marcus ...

Series series Engineering (R0)
Markov decision process (MDP) models are widely used for modeling sequential decision-making problems that arise in engineering, economics, computer science, and the social sciences. Many real-world problems modeled by MDPs have huge state and/or action spaces, giving an opening to the curse of dimensionality and so making practical solution of the resulting models intractable. In other cases, the ... Leer más

$80.18 USD

Markov decision process (MDP) models are widely used for modeling sequential decision-making problems that arise in engineering, economics, computer science, and the social sciences. Many real-world problems modeled by MDPs have huge state and/or action spaces, giving an opening to the curse of dimensionality and so making practical solution of the resulting models intractable. In other cases, the
... Leer más
Quadratic Programming with Computer Programs

de Michael J. Best ...

Series series Advances in Applied Mathematics
Quadratic programming is a mathematical technique that allows for the optimization of a quadratic function in several variables. QP is a subset of Operations Research and is the next higher lever of sophistication than Linear Programming. It is a key mathematical tool in Portfolio Optimization and structural plasticity. This is useful in Civil Engineering as well as Statistics. ... Leer más

$62.99 USD

Quadratic programming is a mathematical technique that allows for the optimization of a quadratic function in several variables. QP is a subset of Operations Research and is the next higher lever of sophistication than Linear Programming. It is a key mathematical tool in Portfolio Optimization and structural plasticity. This is useful in Civil Engineering as well as Statistics.
... Leer más
Bayesian Essentials with R

de Christian P. Robert, Jean-Michel Marin ...

Series series Mathematics and Statistics (R0)
This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an all-inclusive R (CRAN) package called bayess, the book provides an operational methodology for conducting Bayesian inference, rather than focusing on its theoretical and philosophical justifications.Readers are ... Leer más

$88.28 USD

This Bayesian modeling book provides a self-contained entry to computational Bayesian statistics. Focusing on the most standard statistical models and backed up by real datasets and an all-inclusive R (CRAN) package called bayess, the book provides an operational methodology for conducting Bayesian inference, rather than focusing on its theoretical and philosophical justifications.Readers are
... Leer más
How Charts Lie

Getting Smarter about Visual Information

de Alberto Cairo ...

A leading data visualization expert explores the negative—and positive—influences that charts have on our perception of truth.Today, public conversations are increasingly driven by numbers. While charts, infographics, and diagrams can make us smarter, they can also deceive—intentionally or unintentionally. To be informed citizens, we must all be able to decode and use the visual information that ... Leer más

$11.15 USD

A leading data visualization expert explores the negative—and positive—influences that charts have on our perception of truth.Today, public conversations are increasingly driven by numbers. While charts, infographics, and diagrams can make us smarter, they can also deceive—intentionally or unintentionally. To be informed citizens, we must all be able to decode and use the visual information that
... Leer más
How to Lie with Statistics

de Darrell Huff ...

Darrell Huff runs the gamut of every popularly used type of statistic, probes such things as the sample study, the tabulation method, the interview technique, or the way results are derived from the figures, and points up the countless number of dodges which are used to fool rather than to inform. ... Leer más

$9.26 USD

Darrell Huff runs the gamut of every popularly used type of statistic, probes such things as the sample study, the tabulation method, the interview technique, or the way results are derived from the figures, and points up the countless number of dodges which are used to fool rather than to inform.
... Leer más
Methods of Multivariate Analysis

de Alvin C. Rencher, William F. Christensen ...

Series Libro 709 - Wiley Series in Probability and Statistics
Praise for the Second Edition"This book is a systematic, well-written, well-organized text on multivariate analysis packed with intuition and insight . . . There is much practical wisdom in this book that is hard to find elsewhere."-IIE TransactionsFilled with new and timely content, Methods of Multivariate Analysis, Third Edition provides examples and exercises based on more than sixty real data ... Leer más

$122.00 USD

Praise for the Second Edition"This book is a systematic, well-written, well-organized text on multivariate analysis packed with intuition and insight . . . There is much practical wisdom in this book that is hard to find elsewhere."-IIE TransactionsFilled with new and timely content, Methods of Multivariate Analysis, Third Edition provides examples and exercises based on more than sixty real data
... Leer más
The Book of Why

The New Science of Cause and Effect

de Judea Pearl, Dana Mackenzie ...

An argument for how understanding causality has revolutionized science and will revolutionize artificial intelligence.**"Illuminating." —**New York Times**"Extraordinary." —**Science Friday“Correlation is not causation.” This mantra, chanted by scientists for more than a century, once led to a virtual prohibition on causal talk. Today, with causal analysis taking center stage in AI and other ... Leer más

$15.99 USD

An argument for how understanding causality has revolutionized science and will revolutionize artificial intelligence.**"Illuminating." —**New York Times**"Extraordinary." —**Science Friday“Correlation is not causation.” This mantra, chanted by scientists for more than a century, once led to a virtual prohibition on causal talk. Today, with causal analysis taking center stage in AI and other
... Leer más
Causal Inference in Statistics

A Primer

de Judea Pearl, Madelyn Glymour, Nicholas P. Jewell ...

CAUSAL INFERENCE IN STATISTICSA PrimerCausality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written ... Leer más

$42.00 USD

CAUSAL INFERENCE IN STATISTICSA PrimerCausality is central to the understanding and use of data. Without an understanding of cause–effect relationships, we cannot use data to answer questions as basic as "Does this treatment harm or help patients?" But though hundreds of introductory texts are available on statistical methods of data analysis, until now, no beginner-level book has been written
... Leer más
Statistics: An Introduction: Teach Yourself

The Easy Way to Learn Stats

de Alan Graham ...

Do you need to gain confidence with handling numbers and formulae? Do you want a clear, step-by-step guide to the key concepts and principles of statistics? Nearly all aspects of our lives can be subject to statistical analysis. Statistics: An Introduction shows you how to interpret, analyze and present figures.Assuming minimal knowledge of maths and using examples from a wide variety of everyday ... Leer más

$2.99 USD

Do you need to gain confidence with handling numbers and formulae? Do you want a clear, step-by-step guide to the key concepts and principles of statistics? Nearly all aspects of our lives can be subject to statistical analysis. Statistics: An Introduction shows you how to interpret, analyze and present figures.Assuming minimal knowledge of maths and using examples from a wide variety of everyday
... Leer más
Knock on Wood

Luck, Chance, and the Meaning of Everything

de Jeffrey S. Rosenthal ...

Jeffrey S. Rosenthal, author of the bestseller Struck by Lightning: The Curious World of Probabilities, was born on Friday the thirteenth, a fact that he discovered long after he had become one of the world’s pre-eminent statisticians. Had he been living ignorantly and innocently under an unlucky cloud for all those years? Or is thirteen just another number? As a scientist and a man of reason, ... Leer más

$11.99 USD

Jeffrey S. Rosenthal, author of the bestseller Struck by Lightning: The Curious World of Probabilities, was born on Friday the thirteenth, a fact that he discovered long after he had become one of the world’s pre-eminent statisticians. Had he been living ignorantly and innocently under an unlucky cloud for all those years? Or is thirteen just another number? As a scientist and a man of reason,
... Leer más
The Theory That Would Not Die

How Bayes' Rule Cracked the Enigma Code, Hunted Down Russian Submarines, & Emerged Triumphant from Two Centuries of C

de Sharon Bertsch McGrayne ...

"This account of how a once reviled theory, Baye's rule, came to underpin modern life is both approachable and engrossing" ( Sunday Times).A New York Times Book Review Editors' ChoiceBayes' rule appears to be a straightforward, one-line theorem: by updating our initial beliefs with objective new information, we get a new and improved belief. To its adherents, it is an elegant statement about ... Leer más

$11.69 USD o gratis con Kobo Plus

"This account of how a once reviled theory, Baye's rule, came to underpin modern life is both approachable and engrossing" ( Sunday Times).A New York Times Book Review Editors' ChoiceBayes' rule appears to be a straightforward, one-line theorem: by updating our initial beliefs with objective new information, we get a new and improved belief. To its adherents, it is an elegant statement about
... Leer más
How the World Really Works

The Science Behind How We Got Here and Where We're Going

de Vaclav Smil ...

**INSTANT NEW YORK TIMES BESTSELLER“Provocative but perceptive . . . You can agree or disagree with Smil—accept or doubt his ‘just the facts’ posture—but you probably shouldn’t ignore him.”—The Washington PostAn essential analysis of the modern science and technology that makes our twenty-first century lives possible—a scientist's investigation into what science really does, and does not, ... Leer más

$8.99 USD

**INSTANT NEW YORK TIMES BESTSELLER“Provocative but perceptive . . . You can agree or disagree with Smil—accept or doubt his ‘just the facts’ posture—but you probably shouldn’t ignore him.”—The Washington PostAn essential analysis of the modern science and technology that makes our twenty-first century lives possible—a scientist's investigation into what science really does, and does not,
... Leer más
Chances Are . . .

Adventures in Probability

de Michael Kaplan, Ellen Kaplan ...

A compelling journey through history, mathematics, and philosophy, charting humanitys struggle against randomnessOur lives are played out in the arena of chance. However little we recognize it in our day-to-day existence, we are always riding the odds, seeking out certainty but settling-reluctantly-for likelihood, building our beliefs on the shadowy props of probability. Chances Are is the story ... Leer más

$5.99 USD

A compelling journey through history, mathematics, and philosophy, charting humanitys struggle against randomnessOur lives are played out in the arena of chance. However little we recognize it in our day-to-day existence, we are always riding the odds, seeking out certainty but settling-reluctantly-for likelihood, building our beliefs on the shadowy props of probability. Chances Are is the story
... Leer más
Information Theory: A Concise Introduction

de Stefan Hollos, J. Richard Hollos ...

Books on information theory tend to fall into one of two extreme categories. There are large academic textbooks that cover the subject with great depth and rigor. Probably the best known of these is the book by Cover and Thomas. At the other extreme are the popular books such as the ones by Pierce and Gleick. They provide a very superficial introduction to the subject, enough to engage in cocktail ... Leer más

$9.95 USD o gratis con Kobo Plus

Books on information theory tend to fall into one of two extreme categories. There are large academic textbooks that cover the subject with great depth and rigor. Probably the best known of these is the book by Cover and Thomas. At the other extreme are the popular books such as the ones by Pierce and Gleick. They provide a very superficial introduction to the subject, enough to engage in cocktail
... Leer más
The End of Average

How We Succeed in a World That Values Sameness

de Todd Rose ...

Are you above average? Is your child an A student? Is your employee an introvert or an extrovert? Every day we are measured against the yardstick of averages, judged according to how closely we come to it or how far we deviate from it.The assumption that metrics comparing us to an average—like GPAs, personality test results, and performance review ratings—reveal something meaningful about our ... Leer más

Antes $10.99 USD Ahora $1.99 USD

Are you above average? Is your child an A student? Is your employee an introvert or an extrovert? Every day we are measured against the yardstick of averages, judged according to how closely we come to it or how far we deviate from it.The assumption that metrics comparing us to an average—like GPAs, personality test results, and performance review ratings—reveal something meaningful about our
... Leer más
Hoop Atlas

Mapping the Remarkable Transformation of the Modern NBA

de Kirk Goldsberry ...

"When discussing greatness, we have too often distilled it down to how many rings someone has won, neglecting to celebrate the incredible influence that players have had on the evolution of basketball. Kirk's book beautifully explains this other side of greatness—how one player's skill and style of play can change the game forever."—JJ RedickThe bestselling author of Sprawlball, Kirk Goldsberry ... Leer más

$20.99 USD

"When discussing greatness, we have too often distilled it down to how many rings someone has won, neglecting to celebrate the incredible influence that players have had on the evolution of basketball. Kirk's book beautifully explains this other side of greatness—how one player's skill and style of play can change the game forever."—JJ RedickThe bestselling author of Sprawlball, Kirk Goldsberry
... Leer más
Statistics by Simulation

A Synthetic Data Approach

de Carsten F. Dormann, Aaron M. Ellison ...

An accessible guide to understanding statistics using simulations, with examples from a range of scientific disciplinesReal-world challenges such as small sample sizes, skewed distributions of data, biased sampling designs, and more predictors than data points are pushing the limits of classical statistical analysis. This textbook provides a new tool for the statistical toolkit: data simulations. ... Leer más

$29.15 USD

An accessible guide to understanding statistics using simulations, with examples from a range of scientific disciplinesReal-world challenges such as small sample sizes, skewed distributions of data, biased sampling designs, and more predictors than data points are pushing the limits of classical statistical analysis. This textbook provides a new tool for the statistical toolkit: data simulations.
... Leer más

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