Similarities and Differences between Machine Learning and Traditional Advanced Statistical Modeling in Healthcare Analytics. (arXiv:2201.02469v1 [cs.LG])

Data scientists and statisticians are often at odds when determining the best
approach, machine learning or statistical modeling, to solve an analytics
challenge. However, machine learning and statistical modeling are more cousins
than adversaries on different sides of an analysis battleground. Choosing
between the two approaches or in some cases using both is based on the problem
to be solved and outcomes required as well as the data available for use and
circumstances of the analysis. Machine learning and statistical …

analytics arxiv healthcare learning machine machine learning modeling statistical statistical modeling