Name: An Introduction to Exponential Random Graph Modeling von Jenine K. Harris
SKU: 9781452220802
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An Introduction to Exponential Random Graph Modeling Zusammenfassung

An Introduction to Exponential Random Graph Modeling Jenine K. Harris

This volume introduces the basic concepts of Exponential Random Graph Modeling (ERGM), gives examples of why it is used, and shows the reader how to conduct basic ERGM analyses in their own research. ERGM is a statistical approach to modeling social network structure that goes beyond the descriptive methods conventionally used in social network analysis. By using examples from public health, this book walks the reader through the process of ERGM model-building using R statistical software and the statnet package.

Über Jenine K. Harris

Jenine K. Harris earned her doctorate in public health studies and biostatistics from Saint Louis University School of Public Health in 2008. Currently, she teaches biostatistics courses as an Associate Professor in the Brown School public health program at Washington University in St. Louis. In 2013, she authored An Introduction to Exponential Random Graph Modeling, which was published in the Sage Quantitative Applications in the Social Sciences series and is accompanied by the ergmharris R package available on the Comprehensive R Archive Network (CRAN). She is an author on more than 80 peer-reviewed publications, and developed and published the odds.n.ends R package available on the CRAN. She is the leader of R-Ladies St. Louis, which she co-founded with Chelsea West in 2017 (@rladiesstl). R-Ladies St. Louis is a local chapter of R-Ladies Global (@rladiesglobal), an organization devoted promoting gender diversity in the R community. Her recent research interests focus on improving the quality of research in public health by using reproducible research practices throughout the research process.

Inhaltsverzeichnis

1. The Promise and Challenge of Network Approaches 2. Statistical Network Models 3. Building a Useful Exponential Random Graph Model 4. Extensions of the Basic Model for Directed Networks and Using Dyadic Attributes as Predictors 5. Conclusion and Recommendations

Zusätzliche Informationen

Sku

GOR013080959

ISBN 13

9781452220802

ISBN 10

1452220808

Titel

An Introduction to Exponential Random Graph Modeling Jenine K. Harris

Autor

Jenine K. Harris

Serien

Quantitative Applications in the Social Sciences

Zustand

Gebraucht - Sehr Gut

Bindung

Broschiert

Verlag

SAGE Publications Inc

Datum

2014-02-18

Anzahl der Seiten

136

Preise

N/A

Begleitschreiben

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Hinweis

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