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Global Entrepreneurship Analytics - Using GEM Data (Hardcover)
Loot Price: R1,582
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Global Entrepreneurship Analytics - Using GEM Data (Hardcover)
Series: Routledge Focus on Business and Management
Expected to ship within 12 - 17 working days
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This innovative book proposes new methodologies for the measurement
of entrepreneurship by applying techniques of demography,
engineering, mathematics and statistics. Using the data from the
Global Entrepreneurship Monitor (GEM), statistical demographic
techniques are used for the evaluation of data quality (EDQ), and a
new methodology for the estimation of Specific Entrepreneurship
Rates (SER) and the Global Entrepreneurship Rate (GER) is proposed.
At the same time the authors present artificial intelligence
techniques such as Fuzzy Time Series (FTS) to forecast data series
of the entrepreneurial population. Finally, they present a case
study of the implementation of Big Data in Entrepreneurship using
GEM data that shows the latest technological trends for the
management of data, in support of making more accurate decisions.
Being a methodological book, the techniques presented can be
applied to any dataset in different areas. Readers will learn new
methodologies of analysis and measurement of entrepreneurship using
data from the Global Entrepreneurship Monitor. They will be able to
access the experience of the authors through each of the applied
cases in which the reader is taken by the hand, both through the
scientific method and through the methodology of construction of
more accurate metrics in entrepreneurship, with less error. This
book will be of value to students at an advanced level, academics
and researchers in the fields of Entrepreneurship, Business
Analytics and Research Methodology.
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