Statistical Rethinking (2nd Ed), Solutions to Problems 12H3

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12H3:
In the data, there are two measures of a hurricane’s potential to cause death: damage_norm and min_pressure. Consult ?Hurricanes for their meanings. It makes some sense to imagine that femininity of a name matters more when the hurricane is itself deadly. This implies an interaction between femininity and either or both of damage_norm and min_pressure. Fit a series of models evaluating these interactions. Interpret and compare the models. In interpreting the estimates, it may help to generate counterfactual predictions contrasting hurricanes with masculine and feminine names. Are the effect sizes plausible?

Statistical Rethinking Book: https://shorturl.at/aqLW1
Statistical Rethinking Lecture Series: https://shorturl.at/gnp48
Statistical Rethinking Github: https://github.com/rmcelreath/rethinking
Make DAGs online: https://www.dagitty.net/
Pearl's Book on Causality and DAGs: https://www.amazon.com/Causal-Inference-Statistics-Judea-Pearl/dp/1119186846/ref=sr_1_3?crid=MHXEGFC022BR&keywords=judea+pearl&qid=1707494154&sprefix=%2Caps%2C410&sr=8-3
Applebaum's book on Probability and Information: https://shorturl.at/hrtW6
Stone's book on Information: https://shorturl.at/aqwNS

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