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An Introduction to Exponential Random Graph Modeling Jenine K. Harris

An Introduction to Exponential Random Graph Modeling By Jenine K. Harris

An Introduction to Exponential Random Graph Modeling by Jenine K. Harris

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$22.49
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Summary

Explaining the techniques and applications of exponential random graph modeling (ERGM) for social scientists, this is a uniquely sophisticated volume for examining social systems.

An Introduction to Exponential Random Graph Modeling Summary

An Introduction to Exponential Random Graph Modeling by 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.

About 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.

Table of Contents

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

Additional information

GOR013080959
9781452220802
1452220808
An Introduction to Exponential Random Graph Modeling by Jenine K. Harris
Jenine K. Harris
Quantitative Applications in the Social Sciences
Used - Very Good
Paperback
SAGE Publications Inc
2014-02-18
136
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us

Customer Reviews - An Introduction to Exponential Random Graph Modeling