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Data Science for Public Policy
Engelsk
Bogcover for Data Science for Public Policy af Gary J. Cornwall, Jeffrey C. Chen, Edward A. Rubin, 9783030713546
Specifikationer
Sprog:
Engelsk
Sider:
363
ISBN-13:
9783030713546
Indbinding:
Paperback
ISBN-10:
3030713547
Kategori:
Udg. Dato:
2 sep 2022
Størrelse i cm:
27,9 x 21,0
Oplagsdato:
2 sep 2022

Data Science for Public Policy

Engelsk
Paperback 2022
Format:

Bog beskrivelse
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.
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409 kr
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Specifikationer
Sprog:
Engelsk
Sider:
363
ISBN-13:
9783030713546
Indbinding:
Paperback
ISBN-10:
3030713547
Kategori:
Udg. Dato:
2 sep 2022
Størrelse i cm:
27,9 x 21,0
Oplagsdato:
2 sep 2022
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