Market reactions to auditor change filings have been studied over a long period in the literature. We provide a review of the literature on market response to auditor changes and identify a superset of variables used in published research. Applying methods from machine learning to optimize variable selection. we build models that explain market reaction to auditor changes. https://parisnaturalfoodes.shop/product-category/quick-b12/