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Model to Meaning: How to Interpret Statistical Models with R and Python - Paperback

Model to Meaning: How to Interpret Statistical Models with R and Python - Paperback

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by Vincent Arel-Bundock (Author)

Proposes a consistent workflow that can be applied to (almost) any statistical or machine learning model. Readers will learn how to transform complex parameter estimates into quantities that are readily interpretable, intuitive, and understandable.

Author Biography

Vincent Arel-Bundock is Professor at the Université de Montréal, where he teaches political economy and research methods. His research focuses on making the interpretation of statistical models more rigorous and accessible. Vincent is the creator of the widely-used marginaleffects software package, available for both R and Python.

Number of Pages: 252
Dimensions: 0.55 x 9.21 x 6.14 IN
Illustrated: Yes
Publication Date: September 29, 2025
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