Uncovering the factors that affect earthquake insurance uptake using supervised machine learning
John N. Ng’ombe,
Kwabena Nyarko Addai,
Agness Mzyece
et al.
Abstract:The escalating threat of natural disasters to public safety worldwide underlines the crucial role of effective environmental risk management tools, such as insurance. This is particularly evident in the case of earthquakes that occurred in Oklahoma between 2011 and 2020, which were linked to wastewater injection, underscoring the need for earthquake insurance. In this regard, from a survey of 812 respondents in Oklahoma, USA, we used supervised machine learning techniques (i.e., logit, ridge, least absolute sh… Show more
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