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Book Statistics Done Wrong

Download or read book Statistics Done Wrong written by Alex Reinhart and published by No Starch Press. This book was released on 2015-03-01 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scientific progress depends on good research, and good research needs good statistics. But statistical analysis is tricky to get right, even for the best and brightest of us. You'd be surprised how many scientists are doing it wrong. Statistics Done Wrong is a pithy, essential guide to statistical blunders in modern science that will show you how to keep your research blunder-free. You'll examine embarrassing errors and omissions in recent research, learn about the misconceptions and scientific politics that allow these mistakes to happen, and begin your quest to reform the way you and your peers do statistics. You'll find advice on: –Asking the right question, designing the right experiment, choosing the right statistical analysis, and sticking to the plan –How to think about p values, significance, insignificance, confidence intervals, and regression –Choosing the right sample size and avoiding false positives –Reporting your analysis and publishing your data and source code –Procedures to follow, precautions to take, and analytical software that can help Scientists: Read this concise, powerful guide to help you produce statistically sound research. Statisticians: Give this book to everyone you know. The first step toward statistics done right is Statistics Done Wrong.

Book The Manager s Guide to Statistics  2018 Edition

Download or read book The Manager s Guide to Statistics 2018 Edition written by Erol Peköz and published by pekozbooks. This book was released on 2018-04-03 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finally, an introduction to statistics for aspiring managers, leaders and decision makers who do not need to know all the details of statistical theory and just want real applications and commonsense explanations using words and diagrams -- without a jumble of Greek letters and mathematical formulas. The focus is on conceptual understanding, simplicity, and counterintuitive phenomena that can occur. This textbook is for an undergraduate or MBA introductory statistics course and covers summary statistics, probability, hypothesis testing, correlation, multiple regression, and includes an Excel add-in for histograms and stepwise regression. The author Erol Peköz teaches on the faculty of the Boston University School of Management and is the author of numerous technical articles and the recent book A Second Course in Probability.

Book The Manager s Guide to Statistics  2020 Edition

Download or read book The Manager s Guide to Statistics 2020 Edition written by Erol Pekoz and published by Pekozbooks. This book was released on 2020-08-26 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: This business statistics textbook, used in the graduate core curriculum at Wharton, Harvard, and other business schools, is for an MBA or undergraduate introductory statistics course and covers data visualization, probability, hypothesis testing, correlation, multiple regression.

Book Statistics A Complete Guide   2020 Edition

Download or read book Statistics A Complete Guide 2020 Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2020-01-19 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is the employee expected to do? What, if any, level of substantive (practical) significance will you use to compare performance? What kind of statistics do you record? Can the software be easily modified? Do additional statistics and/or empirical data exist? Defining, designing, creating, and implementing a process to solve a challenge or meet an objective is the most valuable role... In EVERY group, company, organization and department. Unless you are talking a one-time, single-use project, there should be a process. Whether that process is managed and implemented by humans, AI, or a combination of the two, it needs to be designed by someone with a complex enough perspective to ask the right questions. Someone capable of asking the right questions and step back and say, 'What are we really trying to accomplish here? And is there a different way to look at it?' This Self-Assessment empowers people to do just that - whether their title is entrepreneur, manager, consultant, (Vice-)President, CxO etc... - they are the people who rule the future. They are the person who asks the right questions to make Statistics investments work better. This Statistics All-Inclusive Self-Assessment enables You to be that person. All the tools you need to an in-depth Statistics Self-Assessment. Featuring 948 new and updated case-based questions, organized into seven core areas of process design, this Self-Assessment will help you identify areas in which Statistics improvements can be made. In using the questions you will be better able to: - diagnose Statistics projects, initiatives, organizations, businesses and processes using accepted diagnostic standards and practices - implement evidence-based best practice strategies aligned with overall goals - integrate recent advances in Statistics and process design strategies into practice according to best practice guidelines Using a Self-Assessment tool known as the Statistics Scorecard, you will develop a clear picture of which Statistics areas need attention. Your purchase includes access details to the Statistics self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows your organization exactly what to do next. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Statistics Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

Book Reliability In Statistics A Complete Guide   2020 Edition

Download or read book Reliability In Statistics A Complete Guide 2020 Edition written by Gerardus Blokdyk and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reliability In Statistics A Complete Guide - 2020 Edition.

Book Applied Statistics A Complete Guide   2020 Edition

Download or read book Applied Statistics A Complete Guide 2020 Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2020-03 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Why do and why don't your customers like your organization? What, related to, Applied statistics processes does your organization outsource? Risk factors: what are the characteristics of Applied statistics that make it risky? What are allowable costs? Are you able to realize any cost savings? This powerful Applied Statistics self-assessment will make you the assured Applied Statistics domain authority by revealing just what you need to know to be fluent and ready for any Applied Statistics challenge. How do I reduce the effort in the Applied Statistics work to be done to get problems solved? How can I ensure that plans of action include every Applied Statistics task and that every Applied Statistics outcome is in place? How will I save time investigating strategic and tactical options and ensuring Applied Statistics costs are low? How can I deliver tailored Applied Statistics advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Applied Statistics essentials are covered, from every angle: the Applied Statistics self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Applied Statistics outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Applied Statistics practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Applied Statistics are maximized with professional results. Your purchase includes access details to the Applied Statistics self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Applied Statistics Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

Book Engineering Statistics A Complete Guide   2020 Edition

Download or read book Engineering Statistics A Complete Guide 2020 Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2020-02-16 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Where is Engineering statistics data gathered? Whose voice (department, ethnic group, women, older workers, etc) might you have missed hearing from in your company, and how might you amplify this voice to create positive momentum for your business? Are you satisfied with your current role? If not, what is missing from it? Implementation Planning: is a pilot needed to test the changes before a full roll out occurs? What is the scope of the Engineering statistics effort? This premium Engineering Statistics self-assessment will make you the credible Engineering Statistics domain master by revealing just what you need to know to be fluent and ready for any Engineering Statistics challenge. How do I reduce the effort in the Engineering Statistics work to be done to get problems solved? How can I ensure that plans of action include every Engineering Statistics task and that every Engineering Statistics outcome is in place? How will I save time investigating strategic and tactical options and ensuring Engineering Statistics costs are low? How can I deliver tailored Engineering Statistics advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Engineering Statistics essentials are covered, from every angle: the Engineering Statistics self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Engineering Statistics outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Engineering Statistics practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Engineering Statistics are maximized with professional results. Your purchase includes access details to the Engineering Statistics self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Engineering Statistics Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

Book The Manager s Guide to Statistics

Download or read book The Manager s Guide to Statistics written by Erol Pekoz and published by Probabilitybookstore.com. This book was released on 2016-04-01 with total page 468 pages. Available in PDF, EPUB and Kindle. Book excerpt: Finally, an introduction to statistics for aspiring managers, leaders and decision makers who do not need to know all the details of statistical theory and just want real applications and commonsense explanations using words and diagrams -- without a jumble of Greek letters and mathematical formulas. The focus is on conceptual understanding, simplicity, and counterintuitive phenomena that can occur. This textbook is for an undergraduate or MBA introductory statistics course and covers summary statistics, probability, hypothesis testing, correlation, multiple regression, and includes Excel software for histograms, correlations and stepwise regression. The author Erol Pekoz teaches on the faculty of the Boston University Questrom School of Business and is the author of numerous technical articles and the book A Second Course in Probability. Data sets and a free statistical software download are available at smgpublish.bu.edu/pekoz"

Book Computational Statistics A Complete Guide   2020 Edition

Download or read book Computational Statistics A Complete Guide 2020 Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2020-02-20 with total page 306 pages. Available in PDF, EPUB and Kindle. Book excerpt: How do you manage unclear Computational statistics requirements? In a project to restructure Computational statistics outcomes, which stakeholders would you involve? Do you all define Computational statistics in the same way? How many trainings, in total, are needed? Where is Computational statistics data gathered? This one-of-a-kind Computational Statistics self-assessment will make you the established Computational Statistics domain standout by revealing just what you need to know to be fluent and ready for any Computational Statistics challenge. How do I reduce the effort in the Computational Statistics work to be done to get problems solved? How can I ensure that plans of action include every Computational Statistics task and that every Computational Statistics outcome is in place? How will I save time investigating strategic and tactical options and ensuring Computational Statistics costs are low? How can I deliver tailored Computational Statistics advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Computational Statistics essentials are covered, from every angle: the Computational Statistics self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Computational Statistics outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Computational Statistics practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Computational Statistics are maximized with professional results. Your purchase includes access details to the Computational Statistics self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Computational Statistics Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

Book Statistics and Data Analysis for Financial Engineering

Download or read book Statistics and Data Analysis for Financial Engineering written by David Ruppert and published by Springer. This book was released on 2015-04-21 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: The new edition of this influential textbook, geared towards graduate or advanced undergraduate students, teaches the statistics necessary for financial engineering. In doing so, it illustrates concepts using financial markets and economic data, R Labs with real-data exercises, and graphical and analytic methods for modeling and diagnosing modeling errors. These methods are critical because financial engineers now have access to enormous quantities of data. To make use of this data, the powerful methods in this book for working with quantitative information, particularly about volatility and risks, are essential. Strengths of this fully-revised edition include major additions to the R code and the advanced topics covered. Individual chapters cover, among other topics, multivariate distributions, copulas, Bayesian computations, risk management, and cointegration. Suggested prerequisites are basic knowledge of statistics and probability, matrices and linear algebra, and calculus. There is an appendix on probability, statistics and linear algebra. Practicing financial engineers will also find this book of interest.

Book Validity And Reliability In Statistics A Complete Guide   2020 Edition

Download or read book Validity And Reliability In Statistics A Complete Guide 2020 Edition written by Gerardus Blokdyk and published by . This book was released on with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Reliability In Statistics A Complete Guide   2020 Edition

Download or read book Reliability In Statistics A Complete Guide 2020 Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2019-09-29 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: What do you need to know about your clients, capacities, or resources to determine a course of action? What strategies are being used to ensure staff buy in? If you use corresponding two coefficients on the two sets of data, what happens? Are the terms and conditions clearly understood and agreed? What is the cause of each functional failure? This instant Reliability In Statistics self-assessment will make you the trusted Reliability In Statistics domain standout by revealing just what you need to know to be fluent and ready for any Reliability In Statistics challenge. How do I reduce the effort in the Reliability In Statistics work to be done to get problems solved? How can I ensure that plans of action include every Reliability In Statistics task and that every Reliability In Statistics outcome is in place? How will I save time investigating strategic and tactical options and ensuring Reliability In Statistics costs are low? How can I deliver tailored Reliability In Statistics advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Reliability In Statistics essentials are covered, from every angle: the Reliability In Statistics self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Reliability In Statistics outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Reliability In Statistics practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Reliability In Statistics are maximized with professional results. Your purchase includes access details to the Reliability In Statistics self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Reliability In Statistics Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

Book The PSPP Guide

    Book Details:
  • Author : Christopher P Halter
  • Publisher :
  • Release : 2021
  • ISBN :
  • Pages : 174 pages

Download or read book The PSPP Guide written by Christopher P Halter and published by . This book was released on 2021 with total page 174 pages. Available in PDF, EPUB and Kindle. Book excerpt: The PSPP Guide (Third Edition) is a step-by-step introduction to using the open-source PSPP Statistical Analysis application. The purpose of this guide is to assist the novice social science and educational researcher in interpreting statistical output data using PSPP. Through the examples and guidance you will be able to select, apply, and use a statistical test's output table. The guide includes information on Chi Square, t-Test (One Sample, Independent Samples, Paired samples), ANOVA with Post Hoc analysis, Univariate Analysis with the General Linear Model for Two-Way ANOVA, Correlation, and Regression analysis (Linear and Binomial Logistic). This guide also explains Exploratory Factor Analysis as a data reduction technique. P-value and the techniques to calculate Effect Size are discussed. There are simple, guided steps to interpreting the output tables along with explanations concerning the statistical values. This guide will provide the novice researcher with step-by-step instructions to using these powerful analysis tools and to gain the confidence to read and interpret output tables in order to conduct their own research.

Book Practical Statistics

Download or read book Practical Statistics written by David Kremelberg and published by SAGE Publications. This book was released on 2010-03-18 with total page 529 pages. Available in PDF, EPUB and Kindle. Book excerpt: Making statistics—and statistical software—accessible and rewarding This book provides readers with step-by-step guidance on running a wide variety of statistical analyses in IBM® SPSS® Statistics, Stata, and other programs. Author David Kremelberg begins his user-friendly text by covering charts and graphs through regression, time-series analysis, and factor analysis. He provides a background of the method, then explains how to run these tests in IBM SPSS and Stata. He then progresses to more advanced kinds of statistics such as HLM and SEM, where he describes the tests and explains how to run these tests in their appropriate software including HLM and AMOS. This is an invaluable guide for upper-level undergraduate and graduate students across the social and behavioral sciences who need assistance in understanding the various statistical packages.

Book Statistical Analysis A Complete Guide   2020 Edition

Download or read book Statistical Analysis A Complete Guide 2020 Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2020-01-19 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: What are your current levels and trends in key Statistical analysis measures or indicators of product and process performance that are important to and directly serve your customers? How are consistent Statistical analysis definitions important? What are your most important goals for the strategic Statistical analysis objectives? What Statistical analysis events should you attend? Who is the main stakeholder, with ultimate responsibility for driving Statistical analysis forward? This astounding Statistical Analysis self-assessment will make you the principal Statistical Analysis domain master by revealing just what you need to know to be fluent and ready for any Statistical Analysis challenge. How do I reduce the effort in the Statistical Analysis work to be done to get problems solved? How can I ensure that plans of action include every Statistical Analysis task and that every Statistical Analysis outcome is in place? How will I save time investigating strategic and tactical options and ensuring Statistical Analysis costs are low? How can I deliver tailored Statistical Analysis advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all Statistical Analysis essentials are covered, from every angle: the Statistical Analysis self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that Statistical Analysis outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced Statistical Analysis practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in Statistical Analysis are maximized with professional results. Your purchase includes access details to the Statistical Analysis self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific Statistical Analysis Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

Book IBM SPSS Statistics A Complete Guide   2020 Edition

Download or read book IBM SPSS Statistics A Complete Guide 2020 Edition written by Gerardus Blokdyk and published by 5starcooks. This book was released on 2019-09-23 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: Will risk analysis be performed more or less frequently or about the same as it is now? Will you be creating reports from multidimensional data? How good are your skills at typing mathematical and statistical equations? Are you working with a model developed using Performance Modeler or are you working with a model developed in Architect? Do you need to automate the reporting process? This astounding IBM SPSS Statistics self-assessment will make you the reliable IBM SPSS Statistics domain leader by revealing just what you need to know to be fluent and ready for any IBM SPSS Statistics challenge. How do I reduce the effort in the IBM SPSS Statistics work to be done to get problems solved? How can I ensure that plans of action include every IBM SPSS Statistics task and that every IBM SPSS Statistics outcome is in place? How will I save time investigating strategic and tactical options and ensuring IBM SPSS Statistics costs are low? How can I deliver tailored IBM SPSS Statistics advice instantly with structured going-forward plans? There's no better guide through these mind-expanding questions than acclaimed best-selling author Gerard Blokdyk. Blokdyk ensures all IBM SPSS Statistics essentials are covered, from every angle: the IBM SPSS Statistics self-assessment shows succinctly and clearly that what needs to be clarified to organize the required activities and processes so that IBM SPSS Statistics outcomes are achieved. Contains extensive criteria grounded in past and current successful projects and activities by experienced IBM SPSS Statistics practitioners. Their mastery, combined with the easy elegance of the self-assessment, provides its superior value to you in knowing how to ensure the outcome of any efforts in IBM SPSS Statistics are maximized with professional results. Your purchase includes access details to the IBM SPSS Statistics self-assessment dashboard download which gives you your dynamically prioritized projects-ready tool and shows you exactly what to do next. Your exclusive instant access details can be found in your book. You will receive the following contents with New and Updated specific criteria: - The latest quick edition of the book in PDF - The latest complete edition of the book in PDF, which criteria correspond to the criteria in... - The Self-Assessment Excel Dashboard - Example pre-filled Self-Assessment Excel Dashboard to get familiar with results generation - In-depth and specific IBM SPSS Statistics Checklists - Project management checklists and templates to assist with implementation INCLUDES LIFETIME SELF ASSESSMENT UPDATES Every self assessment comes with Lifetime Updates and Lifetime Free Updated Books. Lifetime Updates is an industry-first feature which allows you to receive verified self assessment updates, ensuring you always have the most accurate information at your fingertips.

Book The Book of Alternative Data

Download or read book The Book of Alternative Data written by Alexander Denev and published by John Wiley & Sons. This book was released on 2020-07-21 with total page 416 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first and only book to systematically address methodologies and processes of leveraging non-traditional information sources in the context of investing and risk management Harnessing non-traditional data sources to generate alpha, analyze markets, and forecast risk is a subject of intense interest for financial professionals. A growing number of regularly-held conferences on alternative data are being established, complemented by an upsurge in new papers on the subject. Alternative data is starting to be steadily incorporated by conventional institutional investors and risk managers throughout the financial world. Methodologies to analyze and extract value from alternative data, guidance on how to source data and integrate data flows within existing systems is currently not treated in literature. Filling this significant gap in knowledge, The Book of Alternative Data is the first and only book to offer a coherent, systematic treatment of the subject. This groundbreaking volume provides readers with a roadmap for navigating the complexities of an array of alternative data sources, and delivers the appropriate techniques to analyze them. The authors—leading experts in financial modeling, machine learning, and quantitative research and analytics—employ a step-by-step approach to guide readers through the dense jungle of generated data. A first-of-its kind treatment of alternative data types, sources, and methodologies, this innovative book: Provides an integrated modeling approach to extract value from multiple types of datasets Treats the processes needed to make alternative data signals operational Helps investors and risk managers rethink how they engage with alternative datasets Features practical use case studies in many different financial markets and real-world techniques Describes how to avoid potential pitfalls and missteps in starting the alternative data journey Explains how to integrate information from different datasets to maximize informational value The Book of Alternative Data is an indispensable resource for anyone wishing to analyze or monetize different non-traditional datasets, including Chief Investment Officers, Chief Risk Officers, risk professionals, investment professionals, traders, economists, and machine learning developers and users.