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Update bootlm.m
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acp29 committed Jan 7, 2024
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%! 'method', 'bayesian','prior', 'auto');
%!
%! ## Ah ha! So it seems that sample sizes are very unbalanced here, with most
%! ## of the women in this company having a degree, while most of the men not.
%! ## of the women in this sample having a degree, while most of the men not.
%! ## Since the regression coefficient indicated that a high starting salary is
%! ## an outcome of having a degree, this observation likely explains why
%! ## salaries where not significantly different between men and women when we
%! ## ran the ANOVA with gender listed first in the model (i.e. not accounting
%! ## for whether employees had a college degree).
%! ## for whether employees had a college degree). Note that our inferences here
%! ## assume that the unbalanced samples sizes are representative of similar
%! ## imbalance in the company as a whole (i.e. the population).
%!
%! ## Since the interaction term (F(1,18) = 0.42) was not significant (p > 0.1),
%! ## we might rather consider the hypotheses tested using type II sums-of-
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