Adam P. Natoli

399 posts

Adam P. Natoli

Adam P. Natoli

@APNatoli

Assistant Professor at SHSU. I study all aspects of measurement, focusing on multimethod assessment and the use of AI/ML. Head of @NatoliLab Views are my own.

Katılım Ekim 2018
273 Takip Edilen173 Takipçiler
Sabitlenmiş Tweet
Adam P. Natoli
Adam P. Natoli@APNatoli·
We are conducting an anonymous online study on personality involving people from all over the world. Participation takes 10 minutes. If interested in participating and you’re over 18 years old, use this link: shsu.co1.qualtrics.com/jfe/form/SV_bs… Please share!!
English
0
5
5
447
Adam P. Natoli
Adam P. Natoli@APNatoli·
[PLEASE SHARE] We are conducting an anonymous online study on personality involving people from 36 different countries and we need your help. Participation only takes about 15 minutes. Use the following link to participate: shsu.co1.qualtrics.com/jfe/form/SV_41…
English
0
2
3
136
Adam P. Natoli retweetledi
Adam P. Natoli
Adam P. Natoli@APNatoli·
We are conducting an anonymous online study on personality involving people from all over the world. Participation takes 10 minutes. If interested in participating and you’re over 18 years old, use this link: shsu.co1.qualtrics.com/jfe/form/SV_bs… Please share!!
English
0
5
5
447
🧪🌡️❤️🛏️John Sakaluk🛏️❤️🌡️🧪
Methods Twitter folk: I’m struggling to remember a citation, where the author’s perspective is basically: “don’t use complex analyses (e.g., SEM) over simple ones (e.g., t-tests)”. Ring a bell for anyone?
English
9
3
26
18.3K
Adam P. Natoli retweetledi
Office of Research and Sponsored Programs
Dr. Adam Natoli (@APNatoli) and Dr. ABM Islam were recently awarded a grant from the William and Katherine K. Estes fund to host a summer training program at SHSU.
English
1
2
6
254
Adam P. Natoli
Adam P. Natoli@APNatoli·
My colleagues, students, and I are doing some cool (and ethical) AI research. @elonmusk Do you have any spare workstations or other hardware that are just gathering dust? Happy to take them off your hands 😁
English
0
0
0
132
Adam P. Natoli
Adam P. Natoli@APNatoli·
@WilliamMenton @SFreedenthal I agree with everything William has said. One of the differentials is the researchers’ goal - is the goal to build a model that can be (easily) interpreted and conceptually applied or is the goal to build a model that predicts outcomes well, even if the model is a black box.
English
0
0
1
57
William Menton
William Menton@WilliamMenton·
@SFreedenthal @APNatoli The included predictors in a stepwise model can be somewhat arbitrary, which challenges inference, but such models can still sometimes produce good, generalizable predictions, even outperforming more theory-based models.
English
2
0
2
44
Adam P. Natoli
Adam P. Natoli@APNatoli·
@SFreedenthal It’s possible to replicate stepwise regressions but stepwise regression is almost always misused in our field. That said, it’s less an issue in ML projects when the end goal is a model that can predict things accurately and you don’t care about theory or interpretability
English
1
0
0
63
Stacey Freedenthal
Stacey Freedenthal@SFreedenthal·
@APNatoli Not surprised! I also gathered that the stepwise regression, rather than hierarchical, was an issue, because stepwise can’t be replicated with a different data set. Is that correct?
English
1
0
0
85