Estimating a student's likelihood of changing major and implications for college selection

Some students changing major may change to a closely related one (e.g. math to statistics, or English to comparative literature), but others may change to a very different one (e.g. English to math). Is it possible to estimate the likelihood of each type of major change for a given student?