We elaborate upon four major revelations in statistical science toward improving traditional models fordecision-making in social science, in particular in economics. These revelations concern "
how to repair statistical inference procedures based on the notion ofp-values?"
,"
how to correctly obtain predictive modeling?"
, "
how to improve expected utility theory ineconomics?"
, and "
how to faithfully model economicdynamics?"
.