Public Policy Analytics

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Public Policy Analytics

Author : Ken Steif
Publisher : CRC Press
ISBN 13 : 1000401618
Total Pages : 254 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Public Policy Analytics by : Ken Steif

Download or read book Public Policy Analytics written by Ken Steif and published by CRC Press. This book was released on 2021-08-18 with total page 254 pages. Available in PDF, EPUB and Kindle. Book excerpt: Public Policy Analytics: Code & Context for Data Science in Government teaches readers how to address complex public policy problems with data and analytics using reproducible methods in R. Each of the eight chapters provides a detailed case study, showing readers: how to develop exploratory indicators; understand ‘spatial process’ and develop spatial analytics; how to develop ‘useful’ predictive analytics; how to convey these outputs to non-technical decision-makers through the medium of data visualization; and why, ultimately, data science and ‘Planning’ are one and the same. A graduate-level introduction to data science, this book will appeal to researchers and data scientists at the intersection of data analytics and public policy, as well as readers who wish to understand how algorithms will affect the future of government.

Data Analysis for Business, Economics, and Policy

Author : Gábor Békés
Publisher : Cambridge University Press
ISBN 13 : 1108483011
Total Pages : 741 pages
Book Rating : 4.1/5 (84 download)

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Book Synopsis Data Analysis for Business, Economics, and Policy by : Gábor Békés

Download or read book Data Analysis for Business, Economics, and Policy written by Gábor Békés and published by Cambridge University Press. This book was released on 2021-05-06 with total page 741 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive textbook on data analysis for business, applied economics and public policy that uses case studies with real-world data.

Data Science for Public Policy

Author : Jeffrey C. Chen
Publisher : Springer Nature
ISBN 13 : 3030713520
Total Pages : 365 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Data Science for Public Policy by : Jeffrey C. Chen

Download or read book Data Science for Public Policy written by Jeffrey C. Chen and published by Springer Nature. This book was released on 2021-09-01 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook presents the essential tools and core concepts of data science to public officials, policy analysts, and economists among others in order to further their application in the public sector. An expansion of the quantitative economics frameworks presented in policy and business schools, this book emphasizes the process of asking relevant questions to inform public policy. Its techniques and approaches emphasize data-driven practices, beginning with the basic programming paradigms that occupy the majority of an analyst’s time and advancing to the practical applications of statistical learning and machine learning. The text considers two divergent, competing perspectives to support its applications, incorporating techniques from both causal inference and prediction. Additionally, the book includes open-sourced data as well as live code, written in R and presented in notebook form, which readers can use and modify to practice working with data.

A Practical Guide to Analytics for Governments

Author : Marie Lowman
Publisher : John Wiley & Sons
ISBN 13 : 1119362822
Total Pages : 224 pages
Book Rating : 4.1/5 (193 download)

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Book Synopsis A Practical Guide to Analytics for Governments by : Marie Lowman

Download or read book A Practical Guide to Analytics for Governments written by Marie Lowman and published by John Wiley & Sons. This book was released on 2017-06-06 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analytics can make government work better—this book shows you how A Practical Guide to Analytics for Governments provides demonstrations of real-world analytics applications for legislators, policy-makers, and support staff at the federal, state, and local levels. Big data and analytics are transforming industries across the board, and government can reap many of those same benefits by applying analytics to processes and programs already in place. From healthcare delivery and child well-being, to crime and program fraud, analytics can—in fact, already does—transform the way government works. This book shows you how analytics can be implemented in your own milieu: What is the downstream impact of new legislation? How can we make programs more efficient? Is it possible to predict policy outcomes without analytics? How do I get started building analytics into my government organization? The answers are all here, with accessible explanations and useful advice from an expert in the field. Analytics allows you to mine your data to create a holistic picture of your constituents; this model helps you tailor programs, fine-tune legislation, and serve the populace more effectively. This book walks you through analytics as applied to government, and shows you how to reap Big data's benefits at whatever level necessary. Learn how analytics is already transforming government service delivery Delve into the digital healthcare revolution Use analytics to improve education, juvenile justice, and other child-focused areas Apply analytics to transportation, criminal justice, fraud, and much more Legislators and policy makers have plenty of great ideas—but how do they put those ideas into play? Analytics can play a crucial role in getting the job done well. A Practical Guide to Analytics for Governments provides advice, perspective, and real-world guidance for public servants everywhere.

Data Analysis for Politics and Policy

Author : Edward R. Tufte
Publisher : Prentice Hall
ISBN 13 :
Total Pages : 196 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Data Analysis for Politics and Policy by : Edward R. Tufte

Download or read book Data Analysis for Politics and Policy written by Edward R. Tufte and published by Prentice Hall. This book was released on 1974 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to data analysis; Predictions and projections: some issues of research design; Two-variable linear regression; Multiple regression.

Policy Analytics, Modelling, and Informatics

Author : J Ramon Gil-Garcia
Publisher : Springer
ISBN 13 : 3319617621
Total Pages : 433 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Policy Analytics, Modelling, and Informatics by : J Ramon Gil-Garcia

Download or read book Policy Analytics, Modelling, and Informatics written by J Ramon Gil-Garcia and published by Springer. This book was released on 2017-10-03 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive approach to the study of policy analytics, modelling and informatics. It includes theories and concepts for understanding tools and techniques used by governments seeking to improve decision making through the use of technology, data, modelling, and other analytics, and provides relevant case studies and practical recommendations. Governments around the world face policy issues that require strategies and solutions using new technologies, new access to data and new analytical tools and techniques such as computer simulation, geographic information systems, and social network analysis for the successful implementation of public policy and government programs. Chapters include cases, concepts, methodologies, theories, experiences, and practical recommendations on data analytics and modelling for public policy and practice, and addresses a diversity of data tools, applied to different policy stages in several contexts, and levels and branches of government. This book will be of interest of researchers, students, and practitioners in e-government, public policy, public administration, policy analytics and policy informatics.

INFORMS Analytics Body of Knowledge

Author : James J. Cochran
Publisher : John Wiley & Sons
ISBN 13 : 1119483212
Total Pages : 400 pages
Book Rating : 4.1/5 (194 download)

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Book Synopsis INFORMS Analytics Body of Knowledge by : James J. Cochran

Download or read book INFORMS Analytics Body of Knowledge written by James J. Cochran and published by John Wiley & Sons. This book was released on 2018-10-23 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Standardizes the definition and framework of analytics #2 on Book Authority’s list of the Best New Analytics Books to Read in 2019 (January 2019) We all want to make a difference. We all want our work to enrich the world. As analytics professionals, we are fortunate - this is our time! We live in a world of pervasive data and ubiquitous, powerful computation. This convergence has inspired and accelerated the development of both analytic techniques and tools and this potential for analytics to have an impact has been a huge call to action for organizations, universities, and governments. This title from Institute for Operations Research and the Management Sciences (INFORMS) represents the perspectives of some of the most respected experts on analytics. Readers with various backgrounds in analytics – from novices to experienced professionals – will benefit from reading about and implementing the concepts and methods covered here. Peer reviewed chapters provide readers with in-depth insights and a better understanding of the dynamic field of analytics The INFORMS Analytics Body of Knowledge documents the core concepts and skills with which an analytics professional should be familiar; establishes a dynamic resource that will be used by practitioners to increase their understanding of analytics; and, presents instructors with a framework for developing academic courses and programs in analytics.

Handbook of Marketing Analytics

Author : Natalie Mizik
Publisher : Edward Elgar Publishing
ISBN 13 : 1784716758
Total Pages : 712 pages
Book Rating : 4.7/5 (847 download)

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Book Synopsis Handbook of Marketing Analytics by : Natalie Mizik

Download or read book Handbook of Marketing Analytics written by Natalie Mizik and published by Edward Elgar Publishing. This book was released on with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: Marketing Science contributes significantly to the development and validation of analytical tools with a wide range of applications in business, public policy and litigation support. The Handbook of Marketing Analytics showcases the analytical methods used in marketing and their high-impact real-life applications. Fourteen chapters provide an overview of specific marketing analytic methods in some technical detail and 22 case studies present thorough examples of the use of each method in marketing management, public policy, and litigation support. All contributing authors are recognized authorities in their area of specialty.

The Oxford Handbook of Public Policy

Author : Michael Moran
Publisher : Oxford University Press, USA
ISBN 13 : 0199548455
Total Pages : 997 pages
Book Rating : 4.1/5 (995 download)

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Book Synopsis The Oxford Handbook of Public Policy by : Michael Moran

Download or read book The Oxford Handbook of Public Policy written by Michael Moran and published by Oxford University Press, USA. This book was released on 2008-06-12 with total page 997 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is part of a ten volume set of reference books offering authoritative and engaging critical overviews of the state of political science. This work explores the business end of politics, where theory meets practice in the pursuit of public good.

Little Bites of Big Data for Public Policy

Author : Donald F. Kettl
Publisher : CQ Press
ISBN 13 : 150638353X
Total Pages : 0 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis Little Bites of Big Data for Public Policy by : Donald F. Kettl

Download or read book Little Bites of Big Data for Public Policy written by Donald F. Kettl and published by CQ Press. This book was released on 2017-02-23 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Little Bites of Big Data for Public Policy brings to life the quest to make better policy with better evidence. This brief book frames the big puzzles and, through lively stories and clear examples, provides a valuable how-to guide for producing analysis that works—that speaks persuasively to policy makers, in the language they can best hear, on the problems for which they most need answers. Author Donald F. Kettl brings together the cutting-edge streams of data analytics and data visualization to frame the big puzzles and find ways to make the pieces fit together. By taking little bites of a wide variety of useful data, and then by analyzing it in ways that decision makers will find most helpful, analysts can be much more effective in shaping solutions to the most important problems governments face.

Public Policy

Author : Michael E. Kraft
Publisher : CQ Press
ISBN 13 : 1506358179
Total Pages : 899 pages
Book Rating : 4.5/5 (63 download)

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Book Synopsis Public Policy by : Michael E. Kraft

Download or read book Public Policy written by Michael E. Kraft and published by CQ Press. This book was released on 2017-04-28 with total page 899 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Public Policy: Politics, Analysis, and Alternatives, students come to understand how and why policy analysis is used to assess policy alternatives. To encourage critical and creative thinking on issues ranging from the federal deficit to health care reform to climate change, authors Michael Kraft and Scott Furlong introduce and fully integrate an evaluative approach to policy. The Sixth Edition of Public Policy offers a fully revised, concise review of institutions, policy actors, and major theoretical models as well as a discussion of the nature of policy analysis and its practice. Both the exposition and data have been updated to reflect major policy controversies and developments through the end of 2016, including new priorities of the Donald Trump administration.

Analytics in Healthcare and the Life Sciences

Author : Dwight McNeill
Publisher : Pearson Education
ISBN 13 : 0133407330
Total Pages : 351 pages
Book Rating : 4.1/5 (334 download)

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Book Synopsis Analytics in Healthcare and the Life Sciences by : Dwight McNeill

Download or read book Analytics in Healthcare and the Life Sciences written by Dwight McNeill and published by Pearson Education. This book was released on 2014 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make healthcare analytics work: leverage its powerful opportunities for improving outcomes, cost, and efficiency.This book gives you thepractical frameworks, strategies, tactics, and case studies you need to go beyond talk to action. The contributing healthcare analytics innovators survey the field's current state, present start-to-finish guidance for planning and implementation, and help decision-makers prepare for tomorrow's advances. They present in-depth case studies revealing how leading organizations have organized and executed analytic strategies that work, and fully cover the primary applications of analytics in all three sectors of the healthcare ecosystem: Provider, Payer, and Life Sciences. Co-published with the International Institute for Analytics (IIA), this book features the combined expertise of IIA's team of leading health analytics practitioners and researchers. Each chapter is written by a member of the IIA faculty, and bridges the latest research findings with proven best practices. This book will be valuable to professionals and decision-makers throughout the healthcare ecosystem, including provider organization clinicians and managers; life sciences researchers and practitioners; and informaticists, actuaries, and managers at payer organizations. It will also be valuable in diverse analytics, operations, and IT courses in business, engineering, and healthcare certificate programs.

A Practical Guide for Policy Analysis

Author : Eugene Bardach
Publisher : CQ Press
ISBN 13 : 1483359476
Total Pages : 222 pages
Book Rating : 4.4/5 (833 download)

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Book Synopsis A Practical Guide for Policy Analysis by : Eugene Bardach

Download or read book A Practical Guide for Policy Analysis written by Eugene Bardach and published by CQ Press. This book was released on 2015-08-19 with total page 222 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the Fifth Edition of A Practical Guide for Policy Analysis: The Eightfold Path to More Effective Problem Solving, Eugene Bardach and new co-author Eric Patashnik draw on more than 40 years of experience teaching students to be effective, accurate, and persuasive policy analysts. This bestselling handbook presents dozens of concrete tips, interesting case studies, and step-by-step strategies that are easily applicable for the budding analyst as well as the seasoned professional. In this new edition, Bardach and Patashnik update many examples to reflect the shifting landscape of policy issues. A new section with advice on how to undertake policy design in addition to making policy choices makes the book even more engaging. Readers will also appreciate a sample document of real world policy analysis, suggestions for developing creative, "out-of-the-box" solutions, and tips for working with clients.

The Microeconomics of Public Policy Analysis

Author : Lee S. Friedman
Publisher : Princeton University Press
ISBN 13 : 1400885701
Total Pages : 784 pages
Book Rating : 4.4/5 (8 download)

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Book Synopsis The Microeconomics of Public Policy Analysis by : Lee S. Friedman

Download or read book The Microeconomics of Public Policy Analysis written by Lee S. Friedman and published by Princeton University Press. This book was released on 2017-02-15 with total page 784 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows, from start to finish, how microeconomics can and should be used in the analysis of public policy problems. It is an exciting new way to learn microeconomics, motivated by its application to important, real-world issues. Lee Friedman's modern replacement for his influential 1984 work not only brings the issues addressed into the present but develops all intermediate microeconomic theory to make this book accessible to a much wider audience. Friedman offers the microeconomic tools necessary to understand policy analysis of a wide range of matters of public concern--including the recent California electricity crisis, welfare reform, public school finance, global warming, health insurance, day care, tax policies, college loans, and mass transit pricing. These issues are scrutinized through microeconomic models that identify policy strengths, weaknesses, and ideas for improvements. Each chapter begins with explanations of several fundamental microeconomic principles and then develops models that use and probe them in analyzing specific public policies. The book has two primary and complementary goals. One is to develop skills of economic policy analysis: to design, predict the effects of, and evaluate public policies. The other is to develop a deep understanding of microeconomics as an analytic tool for application--its strengths and extensions into such advanced techniques as general equilibrium models and pricing methods for natural monopolies and its weaknesses, such as behavioral inconsistencies with utility-maximization models and its limits in comparing institutional alternatives. The result is an invaluable professional and academic reference, one whose clear explanation of principles and analytic techniques, and wealth of constructive applications, will ensure it a prominent place not only on the bookshelves but also on the desks of students and professionals alike.

Federal Data Science

Author : Feras A. Batarseh
Publisher : Academic Press
ISBN 13 : 012812444X
Total Pages : 256 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Federal Data Science by : Feras A. Batarseh

Download or read book Federal Data Science written by Feras A. Batarseh and published by Academic Press. This book was released on 2017-09-21 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: Federal Data Science serves as a guide for federal software engineers, government analysts, economists, researchers, data scientists, and engineering managers in deploying data analytics methods to governmental processes. Driven by open government (2009) and big data (2012) initiatives, federal agencies have a serious need to implement intelligent data management methods, share their data, and deploy advanced analytics to their processes. Using federal data for reactive decision making is not sufficient anymore, intelligent data systems allow for proactive activities that lead to benefits such as: improved citizen services, higher accountability, reduced delivery inefficiencies, lower costs, enhanced national insights, and better policy making. No other government-dedicated work has been found in literature that addresses this broad topic. This book provides multiple use-cases, describes federal data science benefits, and fills the gap in this critical and timely area. Written and reviewed by academics, industry experts, and federal analysts, the problems and challenges of developing data systems for government agencies is presented by actual developers, designers, and users of those systems, providing a unique and valuable real-world perspective. Offers a range of data science models, engineering tools, and federal use-cases Provides foundational observations into government data resources and requirements Introduces experiences and examples of data openness from the US and other countries A step-by-step guide for the conversion of government towards data-driven policy making Focuses on presenting data models that work within the constraints of the US government Presents the why, the what, and the how of injecting AI into federal culture and software systems

Data Analytics for the Social Sciences

Author : G. David Garson
Publisher : Routledge
ISBN 13 : 1000467082
Total Pages : 704 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Data Analytics for the Social Sciences by : G. David Garson

Download or read book Data Analytics for the Social Sciences written by G. David Garson and published by Routledge. This book was released on 2021-11-30 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analytics for the Social Sciences is an introductory, graduate-level treatment of data analytics for social science. It features applications in the R language, arguably the fastest growing and leading statistical tool for researchers. The book starts with an ethics chapter on the uses and potential abuses of data analytics. Chapters 2 and 3 show how to implement a broad range of statistical procedures in R. Chapters 4 and 5 deal with regression and classification trees and with random forests. Chapter 6 deals with machine learning models and the "caret" package, which makes available to the researcher hundreds of models. Chapter 7 deals with neural network analysis, and Chapter 8 deals with network analysis and visualization of network data. A final chapter treats text analysis, including web scraping, comparative word frequency tables, word clouds, word maps, sentiment analysis, topic analysis, and more. All empirical chapters have two "Quick Start" exercises designed to allow quick immersion in chapter topics, followed by "In Depth" coverage. Data are available for all examples and runnable R code is provided in a "Command Summary". An appendix provides an extended tutorial on R and RStudio. Almost 30 online supplements provide information for the complete book, "books within the book" on a variety of topics, such as agent-based modeling. Rather than focusing on equations, derivations, and proofs, this book emphasizes hands-on obtaining of output for various social science models and how to interpret the output. It is suitable for all advanced level undergraduate and graduate students learning statistical data analysis.

The Politics and Policies of Big Data

Author : Ann Rudinow Sætnan
Publisher : Routledge
ISBN 13 : 1351866540
Total Pages : 358 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis The Politics and Policies of Big Data by : Ann Rudinow Sætnan

Download or read book The Politics and Policies of Big Data written by Ann Rudinow Sætnan and published by Routledge. This book was released on 2018-05-08 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data, gathered together and re-analysed, can be used to form endless variations of our persons - so-called ‘data doubles’. Whilst never a precise portrayal of who we are, they unarguably contain glimpses of details about us that, when deployed into various routines (such as management, policing and advertising) can affect us in many ways. How are we to deal with Big Data? When is it beneficial to us? When is it harmful? How might we regulate it? Offering careful and critical analyses, this timely volume aims to broaden well-informed, unprejudiced discourse, focusing on: the tenets of Big Data, the politics of governance and regulation; and Big Data practices, performance and resistance. An interdisciplinary volume, The Politics of Big Data will appeal to undergraduate and postgraduate students, as well as postdoctoral and senior researchers interested in fields such as Technology, Politics and Surveillance.