In which of the following situations can binary logistic regression be used?
A) Kate wants to examine if gender (0=male, 1=female) can predict the aggression level of teenagers. She uses the number of self-reported aggressive behaviors in the previous month as the measure of aggression level.
B) Amy wants to use aggression level to predict whether a student will finish high school (0=no, 1=yes) . The aggression level is measured by the occurrence of self-reported aggressive behaviors in the previous month.
C) Pete wants to predict the starting salary of teachers based on their highest level of education (Associate, Bachelor, Master, Ph. D or professional) .
D) Mike wants to use parents' level of education to predict the highest level of education achieved by their children. He codes the level of education into six categories: some school, high school graduate, some college, two-year college, four-year college, and postgraduate.
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