Buch

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Übersicht

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Verlag	:	Springer International Publishing
Buchreihe	:	Springer Series in the Data Sciences
Sprache	:	Englisch
Erschienen	:	15. 09. 2022
Seiten	:	363
Einband	:	Kartoniert
Höhe	:	279 mm
Breite	:	210 mm
ISBN	:	9783030713546
Sprache	:	Englisch
Illustrationen	:	XIV, 363 p. 123 illus., 111 illus. in color.

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Autorinformation

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Jeffrey C. Chen: (1) Affiliated Researcher, Bennett Institute for Public Policy, University of CambridgeEdward A. Rubin: (1) Assistant Professor, University of Oregon (Dept. of Economics)Gary J. Cornwall: (1) Research Economist, U.S. Bureau of Economic Analysis

Inhaltsverzeichnis

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An Introduction.- The Case for Programming.- Elements of Programming.- Transforming Data.- Record Linkage.- Exploratory Data Analysis.- Regression Analysis.- Framing Classification.- Three Quantitative Perspectives.- Prediction.- Cluster Analysis.- Spatial Data.- Natural Language.- The Ethics of Data Science.- Developing Data Products.- Building Data Teams.- Appendix A: Planning a Data Product.- Appendix B: Interview Questions.

Deine Buchhandlung

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