Public Policy Analytics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Public Policy Analytics write by Ken Steif. This book was released on 2021-08-18. Public Policy Analytics available in PDF, EPUB and Kindle. 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 Science for Public Policy
Data Science for Public Policy - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Science for Public Policy write by Jeffrey C. Chen. This book was released on 2021-09-01. Data Science for Public Policy available in PDF, EPUB and Kindle. 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.
Data Analysis for Business, Economics, and Policy
Data Analysis for Business, Economics, and Policy - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Data Analysis for Business, Economics, and Policy write by Gábor Békés. This book was released on 2021-05-06. Data Analysis for Business, Economics, and Policy available in PDF, EPUB and Kindle. A comprehensive textbook on data analysis for business, applied economics and public policy that uses case studies with real-world data.
A Practical Guide to Analytics for Governments
A Practical Guide to Analytics for Governments - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook A Practical Guide to Analytics for Governments write by Marie Lowman. This book was released on 2017-06-06. A Practical Guide to Analytics for Governments available in PDF, EPUB and Kindle. 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.
Public Policy Analytics
Public Policy Analytics - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Public Policy Analytics write by Ken Steif. This book was released on 2021-08-18. Public Policy Analytics available in PDF, EPUB and Kindle. 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.
