Hi all,
Our next virtual meeting will be at 12pm (EST) Wednesday, November 18,
where we will hear Tyler VanderWeele (Harvard University) presents research
on "Revisiting Psychometric Theory and Factor Analysis."
*Abstract*:
The presentation will revisit some of the conceptual and statistical
foundations of psychometric measurement theory and factor analysis,
specifically addressing the questions: (i) What happens to “factors” when
they causally affect one another?, (ii) Is an underlying univariate latent
variable a reasonable model for psycho-social constructs?, (iii) What are
the testable empirical implications of such a model? and (iv) What
alternative interpretations of analyses with constructed measures might be
possible?
The presentation will be based upon the following three preprints:
- VanderWeele, T.J. and Batty, C.J.K. (2020). On the dimensional
indeterminacy of one-wave factor analysis under causal effects.
<https://arxiv.org/abs/2001.10352> Technical Report.
- VanderWeele, T.J. and Vansteelandt, S. (2020). A statistical test to
reject the structural interpretation of a latent factor model
<https://arxiv.org/abs/2006.15899>. Technical Report.
- VanderWeele, T.J. (2020). Causal inference and constructed measures:
towards a new model of measurement for psychosocial constructs.
<https://arxiv.org/abs/2007.00520> Technical Report.
*Zoom link*:
https://harvard.zoom.us/j/99424949004?pwd=aWtPNFM3ZzFYbWxIMXNoZDlyUElVZz09
*Schedule of the workshop*:
https://projects.iq.harvard.edu/applied.stats.workshop-gov3009
Best,
Soichiro
--
Soichiro Yamauchi
PhD candidate
Harvard University
URL:
https://soichiroy.github.io/