by Statistical methods and empirical research David A. Freedman‘s Statistical Models: Theory and Practice (2009) is a marvellous book. It should be mandatory reading for every serious social scientist — including economists and econometricians — who don’t want to succumb to ad hoc assumptions and unsupported statistical conclusions! In the social and behavioral sciences, far-reaching claims are often made for the superiority of advanced quantitative methods — by those who manage to ignore the far-reaching assumptions behind the models … Some kinds of problems may yield to sophisticated statistical technique; others will not. The goal of empirical research is — or should be — to increase our understanding of the phenomena, rather than displaying our mastery
Topics:
Lars Pålsson Syll considers the following as important: Statistics & Econometrics
This could be interesting, too:
Lars Pålsson Syll writes What statistics teachers get wrong!
Lars Pålsson Syll writes Statistical uncertainty
Lars Pålsson Syll writes The dangers of using pernicious fictions in statistics
Lars Pålsson Syll writes Interpreting confidence intervals
Statistical methods and empirical research
David A. Freedman‘s Statistical Models: Theory and Practice (2009) is a marvellous book. It should be mandatory reading for every serious social scientist — including economists and econometricians — who don’t want to succumb to ad hoc assumptions and unsupported statistical conclusions!
In the social and behavioral sciences, far-reaching claims are often made for the superiority of advanced quantitative methods — by those who manage to ignore the far-reaching assumptions behind the models …
Some kinds of problems may yield to sophisticated statistical technique; others will not. The goal of empirical research is — or should be — to increase our understanding of the phenomena, rather than displaying our mastery of technique.