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Public Policy Analytics

2021-08-18 Business & Economics
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Release : 2021-08-18
Genre : Business & Economics
Kind : eBook
Book Rating : 57X/5 ( reviews)

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Book Synopsis Public Policy Analytics by : Ken Steif

Download or read book Public Policy Analytics written by Ken Steif. This book was released on 2021-08-18. 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 Science for Public Policy

2021-09-01 Mathematics
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Release : 2021-09-01
Genre : Mathematics
Kind : eBook
Book Rating : 520/5 ( reviews)

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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. This book was released on 2021-09-01. 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.

Statistics for Public Administration

2013 Business & Economics
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Release : 2013
Genre : Business & Economics
Kind : eBook
Book Rating : 717/5 ( reviews)

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Book Synopsis Statistics for Public Administration by : Maureen Berner

Download or read book Statistics for Public Administration written by Maureen Berner. This book was released on 2013. Available in PDF, EPUB and Kindle. Book excerpt:

Data Analysis for Politics and Policy

1974 Political Science
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Release : 1974
Genre : Political Science
Kind : eBook
Book Rating : /5 ( reviews)

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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. This book was released on 1974. 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.

Public Policy and Statistics

2000-05-19 Social Science
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Release : 2000-05-19
Genre : Social Science
Kind : eBook
Book Rating : 774/5 ( reviews)

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Book Synopsis Public Policy and Statistics by : Sally C. Morton

Download or read book Public Policy and Statistics written by Sally C. Morton. This book was released on 2000-05-19. Available in PDF, EPUB and Kindle. Book excerpt: A critical yet constructive description of the rich analytical techniques and substantive applications that typify how statistical thinking has been applied at the RAND Corporation over the past two decades. Case studies of public policy problems are useful for teaching because they are familiar: almost everyone knows something abut health insurance, global warming, and capital punishment, to name but a few of the applications covered in this casebook. Each case study has a common format that describes the policy questions, the statistical questions, and the successful and the unsuccessful analytic strategies. Readers should be familiar with basic statistical concepts including sampling and regression. While designed for statistics courses in areas ranging from economics to health policy to the law at both the advanced undergraduate and graduate levels, empirical researchers and policy-makers will also find this casebook informative.

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