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Reposted by Trenton Mize

Statistical Horizons @stathorizons.bsky.social · 11/03/2026

Want to learn about @statacorp.bsky.social impressive data & model visualization capabilities? "Data Visualization Using Stata & LLMs" w/ @trentonmize.bsky.social (Apr 8-10) covers best practices & approaches 2 data exploration, model diagnostics/presentation & using #LLMs to enhance your workflow.

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Data Visualization & LLMs Course | AI Horizons

Live data visualization & LLM course uses Stata & AI tools to present results. Learn exploratory data analysis techniques & model diagnostics.

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Trenton Mize @trentonmize.bsky.social · 15/07/2025

@richard-williams.bsky.social is an angel and made a minor update to golgit2 so that it works smoothly with meinequality and totalme. So, just update to the newest gologit2: adoupdate gologit2, update And you should be good to go.

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Trenton Mize @trentonmize.bsky.social · 31/03/2025

Love it. Better than an actual donut chart too: www.jaspersoft.com/articles/wha...

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Reposted by Trenton Mize

Kristian Bernt Karlson @kbkarlson.bsky.social · 06/02/2025

Do check out this super cool paper on how to summarize effects for nominal dependent and independent variables, published in the one and only Sociological Science! 👇 #sociology

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Trenton Mize @trentonmize.bsky.social · 06/02/2025

Indeed! A secret methodologists don't tell everyone is that we usually create new methods out of selfishness for solving annoying problems we face in our own work 😅.

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Trenton Mize @trentonmize.bsky.social · 05/02/2025

For Stata users, we wrote two new commands that implement our methods: MEinequality and totalME www.trentonmize.com/software. For R users, we provide template code which implements our methods: www.trentonmize.com/research/miz...

trentonmize.com

Trenton D. Mize - Software

Stata Commands A list of Stata commands I have written. Click on the command name below to read more about each package (including links to download the commands): - balanceplot: plots of standardize...

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Trenton Mize @trentonmize.bsky.social · 05/02/2025

ME inequalities and total MEs have myriad applications. They can summarize effects, they enable comparisons of effects sizes across variables, they simplify tests of interactions, they can be used in tests of mediation, they can be used to compare effects across groups, and more.

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Trenton Mize @trentonmize.bsky.social · 05/02/2025

With nominal/ordinal outcomes, we are often interested in the overall effect on the outcome rather than effects on each category. For example, how age or marital status affect self-rated health as a holistic construct. We develop a total marginal effect (ME) measure as a summary measure.

Effects of age and marital status on self-rated health. Although self-rated health has four categories, we can use total marginal effects to summarize the effect of each predictor on the outcome.

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Trenton Mize @trentonmize.bsky.social · 05/02/2025

Does the nominal independent variable (IV) in the left or right panel have a larger effect? Intuitively, it is the one on the right because it patterns more unequal outcomes. We develop a marginal effect (ME) inequality statistic which summarize the holistic effect of a nominal or ordinal IV.

Hypothetical example of two nominal independent variables. Nominal in right panel has much larger effect as the predictions are more spread out, showing it patterns more unequal outcomes

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Trenton Mize @trentonmize.bsky.social · 05/02/2025

Are you tired of analyzing your nominal and ordinal variables like its the 1950s? Then read @sociologicalsci.bsky.social today and see if ME inequality and total ME are right for you. We develop new methods for summarizing effects for nominal/ordinal independent and dependent variables.

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Trenton Mize @trentonmize.bsky.social · 05/02/2025

You even made the acknowledgements!

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Trenton Mize @trentonmize.bsky.social · 03/02/2025

For more intensive obligatory roles, role-accumulation is beneficial only for the young and middle-aged. But there is a silver lining here: older adulthood is associated with obligatory role loss, and the null findings for them suggest resilience and strong mental health in the face of role loss.

Graph showing predicted mental health across the range of obligatory roles held. For younger and middle-aged adults, more obligatory roles predicts better mental health. In contrast, there is no effect of obligatory role counts on mental health for the oldest adults.

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Trenton Mize @trentonmize.bsky.social · 03/02/2025

As sociological theories of identity and role-accumulation predict, voluntary roles are beneficial for mental health at all ages. In contrast to some theories of aging, they are even more beneficial for the oldest adults who tend to hold fewer social roles overall.

Graph showing predicted mental health across the range of voluntary roles held. For all ages, more voluntary roles predicts better mental health. But the effect is strongest for older adults who see strong mental health benefits to holding more voluntary roles.

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Trenton Mize @trentonmize.bsky.social · 03/02/2025

Excited about a new article with Reilly Kincaid in ASR @asanews.bsky.social on role-accumulation & mental health across the life course. We identify a disagreement across prominent theories for how role-accumulation should affect mental health, especially in older adulthood. doi.org/10.1177/0003...

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Reposted by Trenton Mize

Maarten van Smeden @maartenvsmeden.bsky.social · 18/11/2024

I made one for stats papers

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Trenton Mize @trentonmize.bsky.social · 18/11/2024

Love a good hot take. In my experience the coefficients across the two almost never differ meaningfully. But those are effects on the rate/count. You often do see quite different predictions for the observed count (e.g. Pr(y=0)) and Poisson is usually very wrong and NB much closer in these cases.

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Trenton Mize @trentonmize.bsky.social · 18/11/2024

Thanks for making this. Can you please add me?

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Trenton Mize @trentonmize.bsky.social · 14/11/2024

This is so useful! Please add me 😊.

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Trenton Mize @trentonmize.bsky.social · 14/11/2024

I made this to teach R^2. Pretty proud of myself.

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Trenton Mize @trentonmize.bsky.social · 14/11/2024

Many of these methods use under the hood…a logit 😋.

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