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.
The Oxford Handbook of Public Policy
The Oxford Handbook of 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 The Oxford Handbook of Public Policy write by Michael Moran. This book was released on 2008-06-12. The Oxford Handbook of Public Policy available in PDF, EPUB and Kindle. 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.
Field Experiments in Political Science and Public Policy
Field Experiments in Political Science and 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 Field Experiments in Political Science and Public Policy write by Peter John. This book was released on 2017-01-06. Field Experiments in Political Science and Public Policy available in PDF, EPUB and Kindle. Field experiments -- randomized controlled trials -- have become ever more popular in political science, as well as in other disciplines, such as economics, social policy and development. Policy-makers have also increasingly used randomization to evaluate public policies, designing trials of tax reminders, welfare policies and international aid programs to name just a few of the interventions tested in this way. Field experiments have become successful because they assess causal claims in ways that other methods of evaluation find hard to emulate. Social scientists and evaluators have rediscovered how to design and analyze field experiments, but they have paid much less attention to the challenges of organizing and managing them. Field experiments pose unique challenges and opportunities for the researcher and evaluator which come from working in the field. The research experience can be challenging and at times hard to predict. This book aims to help researchers and evaluators plan and manage their field experiments so they can avoid common pitfalls. It is also intended to open up discussion about the context and backdrop to trials so that these practical aspects of field experiments are better understood. The book sets out ten steps researchers can use to plan their field experiments, then nine threats to watch out for when they implement them. There are cases studies of voting and political participation, elites, welfare and employment, nudging citizens, and developing countries.
The Science of Public Policy: Policy analysis II
The Science of Public Policy: Policy analysis II - 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 The Science of Public Policy: Policy analysis II write by Tadao Miyakawa. This book was released on 2000-05-25. The Science of Public Policy: Policy analysis II available in PDF, EPUB and Kindle. This set offers a comprehensive collection of papers on this significant discipline. Published in two parts with new introductions to the individual volumes by the editor, this is an invaluable tool for any researcher in this area.
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.
