Bayesian statistical analyses have become increasingly common over the
last two decades. The rapid increase in computing power that
facilitated their implementation coincided with major changes in the
research interests of, and data availability for, social scientists.
Specifically, the last two decades have seen an increase in the
availability of panel data sets, other hierarchically structured data
sets including spatially organized data, along with interests in life
course processes and the influence of context on individual behavior
and outcomes. The Bayesian approach to statistics is well-suited for
these types of data and research questions. Applied Bayesian
Statistics is an introduction to these methods that is geared toward
social scientists. Author Scott M. Lynch makes the material accessible
by emphasizing application more than theory, explaining the math in a
step-by-step fashion, and demonstrating the Bayesian approach in
analyses of U.S. political trends drawing on data from the General
Social Survey.
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Produktdetaljer
ISBN
9781544334622
Publisert
2022
Utgave
1. utgave
Utgiver
SAGE Publications, Inc. (US)
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter