iiinova — where your digital self keeps evolving

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Demetri @phdemetri.bsky.social · 25/12/2024

You will be visited by three ghosts

A log likelihood is shown. The quantities for the score, wald, and likelihood tests are illustrated with respect to the log likelihood.

626131

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Tom Carpenter, PhD @tcarpenter.bsky.social · 11/12/2024

Folks who are doing survey analysis (e.g., poststratification, etc.) in R using {survey}, how are you doing fancy multilevel stuff? there is no svylmer

6175

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Daniel P. Moriarity @dpmoriarity.bsky.social · 11/12/2024

Hot damn if this is as useful as it sounds 💘

1132

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Anthony D. Ong @anthonyong.bsky.social · 06/12/2024

📊New study published in Emotion sheds light on affect dynamics in depression. Analysis of 842 adults over 56 days shows negative affect becomes more 'sticky' rather than unstable. This suggests emotional predictability, not instability, may be key. psycnet.apa.org/record/2025-...

psycnet.apa.org

APA PsycNet

2407

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Michael Friendly @datavisfriendly.bsky.social · 06/12/2024

📊 #dataviz A couple of years old, but still worth reading-- The Science of Visual Data Communication: What Works A very thorough review of ideas and evidence by @SteveFranconeri, @LacePadill and others. journals.sagepub.com/doi/epub/10....

26415

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Daniel P. Moriarity @dpmoriarity.bsky.social · 05/12/2024

Doing a deeper dive into reflective vs. formative modeling, thanks to some wonderful reviewers. #StatsSky #AcademicSky pdfs.semanticscholar.org/d156/8a44bb3...

062

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Hadar Fisher @hadarfisher.bsky.social · 29/11/2024

🚨 New preprint alert! 🚨 Our latest study focuses on identifying adolescents at heightened risk of developing depression by examining how emotion regulation dynamics during this critical developmental period predict future symptoms. osf.io/preprints/ps...

osf.io

OSF

1209

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Tom Carpenter, PhD @tcarpenter.bsky.social · 28/11/2024

What would a “validity movement” look like in your area? In mine, I’d list these top 4: - chase down the meaning of established signals with many different methods - better description - explore why diff methods converge or diverge on same questions - question narratives for current signal You?

3144

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Michael Friendly @datavisfriendly.bsky.social · 24/11/2024

#rstats #StatSky Want to understand/explain the results of multivariate tests for linear models? The {heplots} 📦 visualizes these as ellipsoids for hypothesis end error matrices for an lm(). V 1.7.1 now on #CRAN {candisc} 📦 shows these in simpler canonical space 🔗See: friendly.github.io/heplots/

Data ellipses (both classical and robust) for Sepal.Length and Sepal.Width in the iris data, by species.
The grey ellipses show the pooled, with-group covariance matrix.

HE plot for the multivariate effect of Species, Sepal.Length and Sepal.Width in the iris data, together with hypothesis tests for two contrasts (which plot as lines)

All pairwise HE plots for the variables in the iris data

HE plot for iris data in canonical space. Differences among species nearly entirely confined to one dimension.

13211

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Daniel P. Moriarity @dpmoriarity.bsky.social · 23/11/2024

On today's edition of "Sh*t I wish I knew 8 years ago" Simple "isolate" function from blml package to get within- and between-person centered versions of a list of variables. H/t to kzee.github.io/Centering_De... #Rstats #AcademicSky

1256

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Vinni Ott @vlott.bsky.social · 23/11/2024

The Raincloud Quartet (new pre-print) All N = 111, M = 0.04, SD = 0.27. One-sided t-tests vs. 0 yield: t(110) = 1.67, p = .049. Only raincloud plots reveal the qualitative differences, preventing the drawing of inappropriate conclusions. How did we create the quartet? Where are data & code? 🧵👇

Four raincloud plots: a normal distribution, bimodal, skewed, and one riddled with outliers. Popular sample statistics are identical so that mere plotting of the identical means and confidence intervals would miss these qualitative differences.

1012738

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Carl Streed Jr. MD MPH FACP FAHA (he/him) @cjstreed.bsky.social · 23/11/2024

Despite recommendations & requirements to collect sexual orientation & gender identity #SOGI data in electronic health records #EHR there is WILD variability across health care systems and EHR platforms. This will be critical in the coming years... academic.oup.com/jamiaopen/ar...

academic.oup.com

Sex, sexual orientation, and gender identity data collection across electronic health record platforms: a national cross-sectional survey

AbstractObjectives. To assess the current state of sex, sexual orientation, and gender identity (SSOGI) data collection options in US electronic health rec

2167

Adam Pettitt, PhD 🏳️‍🌈 @adamthislife.bsky.social · 22/11/2024

In case no one has told you, go watch Wicked.

020

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Julia M. Rohrer @dingdingpeng.the100.ci · 20/11/2024

When a study talks about various things that could bias estimates but never explicitly addresses the analysis goal in the first place

Goose chase meme.
Top Panel: Suspicious goose asks "biased relative to what?"
Bottom Panel: Goose is chasing a man, yelling "Biased relative to what?"

513322

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Tim Morris @timpmorris.bsky.social · 18/11/2024

Great to see this paper out! 'Simulation studies for methodological research in psychology: A standardized template for planning, preregistration, and reporting.' Journal: doi.org/10.1037/met0... Accepted: osf.io/preprints/ps...

psycnet.apa.org

APA PsycNet

2277

Reposted by Adam Pettitt, PhD 🏳️‍🌈

mark brandt @mjbsp.bsky.social · 18/11/2024

Using a mix of observational and experimental methods, organization-level inclusion signals had positive effects for both LGBT and non-LGBT employees osf.io/preprints/ps... #socialpsyc #psychology #PsychSciSky #prejudice

Line plot showing Main effect of Organization-level Inclusion Signaling on LGBT and non-LGBT Employees in Study 1

More inclusive companies are seen as having a better culture for both LGB and non-LGB people

Bar graph with experimental results showing that inclusive signals benefit both non-LGBT and LGBT participants

2239

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Michael Friendly @datavisfriendly.bsky.social · 19/11/2024

You need a better key to translate probability to words. Then, the logit = log (p/1-p) is just another y axis on this chart

0143

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Ciro Cattuto @ccattuto.bsky.social · 18/11/2024

New paper out in Nature Communications: www.nature.com/articles/s41... With Lorenzo Dall'Amico and @alainbarrat.bsky.social, we define a distance between temporal networks and explore its sensitivity to complex features in empirical temporal network data. @isifoundation.bsky.social

nature.com

An embedding-based distance for temporal graphs - Nature Communications

Temporal graphs can be applied to represent time-evolving complex natural systems, describing the evolution of the interactions between system elements, however quantifying the similarity between temp...

46019

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Aleksa Kaurin @aleksakaurin.bsky.social · 18/11/2024

🚨New Preprint on Affective Stress Responses in Daily life (N=248) - w/ @vizecolin.bsky.social and @aidangcw.bsky.social! We used high-density sampling after stressful events to closely examine the dynamic affective response following daily hassles by estimating latent microtrajectories. 1/3

810733

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Georgia Turner @georgiaturner.bsky.social · 13/11/2024

🚨New preprint 🚨 **A computational model of reward learning and habits on social media** 🧵 We develop a computational reward learning model of real-world social media data, which infers the separate goal-directed and habitual cognitive processes driving posting...

48227

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Noah Greifer @noahgreifer.bsky.social · 16/11/2024

#Rstats `MatchIt` v4.6.0 is out! `MatchIt` implements propensity score matching and other matching methods for causal effect estimation. This isn't a major release, but here are the main updates: 🧵 #causalsky #econsky #episky #statsky

520533

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Benjamin Getenet @benjamingetenet.fr · 16/11/2024

Network analysis is reshaping mental health research by moving beyond traditional models. It uncovers complex links between psychological variables, offering new insights into mental disorders. A promising step toward more effective understanding and treatment. #MentalHealth #Psychology

082

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Joshua J. Friedman @joshuajfriedman.com · 21/02/2024

Ahh, this is a little funny if you’re not used to using feeds, because it’s essentially a workaround. Bluesky doesn’t have a normal bookmarking feature yet. But informally, if you reply to a post with that pin emoji, it’ll show up in this feed (which only shows the pins of whoever’s looking at it)

96259102

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Daniel P. Moriarity @dpmoriarity.bsky.social · 16/11/2024

Doesn't help you amplify posts to others, but you can activate the ability to see likes from people you follow on your "following" feed by a) customizing your following feed (screenshot, h/t @drrodebaugh.bsky.social ) + subscribing to this feed bsky.app/profile/did:... (h/t @davidcarroll.org)

2189

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Bob C-J and Geoff Cumming @thenewstats.bsky.social · 13/11/2024

Tired: comparing means Wired: comparing medians! esci and statpsych let you compare medians for simple & complex designs. That's right, you can express an interaction as a difference in the difference of *medians*. dgbonett.github.io/statpsych/ rcalinjageman.github.io/esci/ #stats #neuroskynce

Code and output for comparing medians across a 2x2 factorial design with esci.

072

Reposted by Adam Pettitt, PhD 🏳️‍🌈

Sharon Machlis @smachlis.bsky.social · 13/11/2024

There's a CustomGPT specifically for R and RStudio -- that is, ChatGPT with prompts specifically focused on R. It should be usable for free ChatGPT accounts, not only paid ones. By Jose A Fernandez Calvo chatgpt.com/g/g-iedyANQt... #GenAI #RStats #RStudio #ChatGPT

chatgpt.com

ChatGPT - R and R Studio Tutor

GPT Studio for R or R Studio students and users

0328