W. Joel Schneider
@w-joel-schneider.bsky.social
Professor at Temple University, PA. Interested in Psychological Assessment, Psychometrics, Statistics, Psychotherapy, R
Reposted by W. Joel Schneider
Winners of Posit’s 2025 Table Contest
https://wjschne.github.io/posts/2025-11-11-winners-of-posit-s-2025-table-contest/
#rstats #datascience
https://wjschne.github.io/posts/2025-11-11-winners-of-posit-s-2025-table-contest/
#rstats #datascience
Winners of Posit’s 2025 Table Contest
Summary: Winners of Posit’s 2025 Table Contest highlights Martin Stavro’s interactive fleet-characteristics app and a Best Tutorial prize for a 24-part APA Manual recreation
wjschne.github.io
November 16, 2025 at 12:04 AM
Winners of Posit’s 2025 Table Contest
https://wjschne.github.io/posts/2025-11-11-winners-of-posit-s-2025-table-contest/
#rstats #datascience
https://wjschne.github.io/posts/2025-11-11-winners-of-posit-s-2025-table-contest/
#rstats #datascience
Reposted by W. Joel Schneider
Announcing the Winners of the 2025 Posit Table Contest! 🏆
The data community showcased stunning work in #RStats/ #Python using gt, Reactable, and #Quarto, transforming complex data into beautiful, effective communication.
Congrats to all the winners!
See the innovation: posit.co/blog/2025-ta...
The data community showcased stunning work in #RStats/ #Python using gt, Reactable, and #Quarto, transforming complex data into beautiful, effective communication.
Congrats to all the winners!
See the innovation: posit.co/blog/2025-ta...
Winners of the 2025 Table Contest - Posit
We had many submissions to the Posit 2025 Table Contest and this post will show you the winners, the special prize recipients, and the runners up!
posit.co
November 11, 2025 at 3:48 PM
Announcing the Winners of the 2025 Posit Table Contest! 🏆
The data community showcased stunning work in #RStats/ #Python using gt, Reactable, and #Quarto, transforming complex data into beautiful, effective communication.
Congrats to all the winners!
See the innovation: posit.co/blog/2025-ta...
The data community showcased stunning work in #RStats/ #Python using gt, Reactable, and #Quarto, transforming complex data into beautiful, effective communication.
Congrats to all the winners!
See the innovation: posit.co/blog/2025-ta...
Reposted by W. Joel Schneider
I've started working on an R package that makes it easy to write Typst markup dynamically! #rstats
It's still in its early stages, but it implements:
- ✅ all Typst functions
- ✅ set rules
- ✅ conversion from R to Typst (`NULL` becomes `none`, etc)
- ✅ no dependencies
github.com/y-sunflower/r2typ
It's still in its early stages, but it implements:
- ✅ all Typst functions
- ✅ set rules
- ✅ conversion from R to Typst (`NULL` becomes `none`, etc)
- ✅ no dependencies
github.com/y-sunflower/r2typ
October 29, 2025 at 7:55 AM
I've started working on an R package that makes it easy to write Typst markup dynamically! #rstats
It's still in its early stages, but it implements:
- ✅ all Typst functions
- ✅ set rules
- ✅ conversion from R to Typst (`NULL` becomes `none`, etc)
- ✅ no dependencies
github.com/y-sunflower/r2typ
It's still in its early stages, but it implements:
- ✅ all Typst functions
- ✅ set rules
- ✅ conversion from R to Typst (`NULL` becomes `none`, etc)
- ✅ no dependencies
github.com/y-sunflower/r2typ
Reposted by W. Joel Schneider
New blog post!
Let's say you have two measures meant to capture the same confounder. They're highly correlated. Can you still proceed with your regression analysis?
(I admit, the title is a bit of a spoiler)
www.the100.ci/2025/10/13/i...
Let's say you have two measures meant to capture the same confounder. They're highly correlated. Can you still proceed with your regression analysis?
(I admit, the title is a bit of a spoiler)
www.the100.ci/2025/10/13/i...
If you have two measures of the same confounder, you can just include both of them in your regression model
Sometimes, researchers worry about multicollinearity in situations where it’s actually a non-issue. Here’s one such scenario.
Imagine a situation where you are interested in the effect of X on Y (X...
www.the100.ci
October 13, 2025 at 1:14 PM
New blog post!
Let's say you have two measures meant to capture the same confounder. They're highly correlated. Can you still proceed with your regression analysis?
(I admit, the title is a bit of a spoiler)
www.the100.ci/2025/10/13/i...
Let's say you have two measures meant to capture the same confounder. They're highly correlated. Can you still proceed with your regression analysis?
(I admit, the title is a bit of a spoiler)
www.the100.ci/2025/10/13/i...
Reposted by W. Joel Schneider
Quarto 1.8 is available! 🎉
New features include: ✨ Light & dark mode support for brand colors and logos 📦 Brand extensions for sharing across projects ♿ HTML accessibility checks with Axe-core 🔧 Access to execution context from code cells
Full details: quarto.org/docs/blog/po...
New features include: ✨ Light & dark mode support for brand colors and logos 📦 Brand extensions for sharing across projects ♿ HTML accessibility checks with Axe-core 🔧 Access to execution context from code cells
Full details: quarto.org/docs/blog/po...
Quarto 1.8 – Quarto
Quarto 1.8 improves brand support, introduces brand extensions, adds HTML accessibility checks, and gives access to execution context.
quarto.org
October 13, 2025 at 4:00 PM
Quarto 1.8 is available! 🎉
New features include: ✨ Light & dark mode support for brand colors and logos 📦 Brand extensions for sharing across projects ♿ HTML accessibility checks with Axe-core 🔧 Access to execution context from code cells
Full details: quarto.org/docs/blog/po...
New features include: ✨ Light & dark mode support for brand colors and logos 📦 Brand extensions for sharing across projects ♿ HTML accessibility checks with Axe-core 🔧 Access to execution context from code cells
Full details: quarto.org/docs/blog/po...
Reposted by W. Joel Schneider
The quarto-preprint @quarto.org extension (github.com/mvuorre/quar...) for PDF outputs with #typst now includes proper appendices for reproducible #quartopub #rstats manuscripts, improved two-column layouts (and themes, incl. full-width content), better reference formatting & improved documentation.
October 13, 2025 at 3:05 PM
The quarto-preprint @quarto.org extension (github.com/mvuorre/quar...) for PDF outputs with #typst now includes proper appendices for reproducible #quartopub #rstats manuscripts, improved two-column layouts (and themes, incl. full-width content), better reference formatting & improved documentation.
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 24 of 24)
Featuring hanging indents
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring hanging indents
#rstats #apastyle
wjschne.github.io/posts/apatab...
October 4, 2025 at 11:01 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 24 of 24)
Featuring hanging indents
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring hanging indents
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 23 of 24)
Featuring hanging indents and vertical merging
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring hanging indents and vertical merging
#rstats #apastyle
wjschne.github.io/posts/apatab...
October 3, 2025 at 11:02 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 23 of 24)
Featuring hanging indents and vertical merging
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring hanging indents and vertical merging
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 22 of 24)
Featuring hanging indents
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring hanging indents
#rstats #apastyle
wjschne.github.io/posts/apatab...
October 2, 2025 at 11:02 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 22 of 24)
Featuring hanging indents
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring hanging indents
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 21 of 24)
Featuring thin spaces for footnote superscripts and `add_star_column`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring thin spaces for footnote superscripts and `add_star_column`
#rstats #apastyle
wjschne.github.io/posts/apatab...
October 1, 2025 at 11:03 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 21 of 24)
Featuring thin spaces for footnote superscripts and `add_star_column`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring thin spaces for footnote superscripts and `add_star_column`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 20 of 24)
Presenting multilevel models
#rstats #apastyle
wjschne.github.io/posts/apatab...
Presenting multilevel models
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 30, 2025 at 11:01 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 20 of 24)
Presenting multilevel models
#rstats #apastyle
wjschne.github.io/posts/apatab...
Presenting multilevel models
#rstats #apastyle
wjschne.github.io/posts/apatab...
Reposted by W. Joel Schneider
{tinytable} 0.14.0 for #RStats makes it super easy to draw tables in html, tex, docx, typ, md & png.
There are only a few functions to learn, but don't be fooled! Small 📦s can still be powerful.
Check out the new gallery page for fun case studies.
vincentarelbundock.github.io/tinytable/vi...
There are only a few functions to learn, but don't be fooled! Small 📦s can still be powerful.
Check out the new gallery page for fun case studies.
vincentarelbundock.github.io/tinytable/vi...
September 29, 2025 at 12:44 PM
{tinytable} 0.14.0 for #RStats makes it super easy to draw tables in html, tex, docx, typ, md & png.
There are only a few functions to learn, but don't be fooled! Small 📦s can still be powerful.
Check out the new gallery page for fun case studies.
vincentarelbundock.github.io/tinytable/vi...
There are only a few functions to learn, but don't be fooled! Small 📦s can still be powerful.
Check out the new gallery page for fun case studies.
vincentarelbundock.github.io/tinytable/vi...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 19 of 24)
Presenting a sequence of regression models
#rstats #apastyle
wjschne.github.io/posts/apatab...
Presenting a sequence of regression models
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 29, 2025 at 11:01 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 19 of 24)
Presenting a sequence of regression models
#rstats #apastyle
wjschne.github.io/posts/apatab...
Presenting a sequence of regression models
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 18 of 24)
Featuring hierarchical regression analyses
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring hierarchical regression analyses
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 28, 2025 at 11:00 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 18 of 24)
Featuring hierarchical regression analyses
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring hierarchical regression analyses
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 17 of 24)
Featuring footnotes and intentionally inconsistent rounding
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring footnotes and intentionally inconsistent rounding
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 27, 2025 at 11:00 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 17 of 24)
Featuring footnotes and intentionally inconsistent rounding
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring footnotes and intentionally inconsistent rounding
#rstats #apastyle
wjschne.github.io/posts/apatab...
Reposted by W. Joel Schneider
Here's a little #rstats script I wrote to automate creating Google docs for my students for an assignment. The idea is that the history in the Google doc will help secure the integrity of the assignment by discouraging gen AI use.
#academicsky
Link:
gist.github.com/saudiwin/986...
#academicsky
Link:
gist.github.com/saudiwin/986...
Automate the creation of google documents for class
Automate the creation of google documents for class - auto_google_docs.R
gist.github.com
September 26, 2025 at 2:57 PM
Here's a little #rstats script I wrote to automate creating Google docs for my students for an assignment. The idea is that the history in the Google doc will help secure the integrity of the assignment by discouraging gen AI use.
#academicsky
Link:
gist.github.com/saudiwin/986...
#academicsky
Link:
gist.github.com/saudiwin/986...
Reposted by W. Joel Schneider
September 25, 2025 at 9:50 PM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 16 of 24)
Featuring two levels of grouping with `flextable::as_grouped_data`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring two levels of grouping with `flextable::as_grouped_data`
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 26, 2025 at 11:01 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 16 of 24)
Featuring two levels of grouping with `flextable::as_grouped_data`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring two levels of grouping with `flextable::as_grouped_data`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 15 of 24)
Featuring automatic formatting of regression analyses
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring automatic formatting of regression analyses
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 25, 2025 at 11:02 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 15 of 24)
Featuring automatic formatting of regression analyses
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring automatic formatting of regression analyses
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 14 of 24)
Featuring decimal alignment with left-aligned text
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring decimal alignment with left-aligned text
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 24, 2025 at 12:22 PM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 14 of 24)
Featuring decimal alignment with left-aligned text
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring decimal alignment with left-aligned text
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 13 of 24)
Featuring `column_spanner_label`, which adds a prefix to selected columns
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring `column_spanner_label`, which adds a prefix to selected columns
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 23, 2025 at 11:01 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) in R with apa7 (Part 13 of 24)
Featuring `column_spanner_label`, which adds a prefix to selected columns
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring `column_spanner_label`, which adds a prefix to selected columns
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 12 of 24)
Featuring Selective indentation with `flextable::padding`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring Selective indentation with `flextable::padding`
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 22, 2025 at 11:01 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 12 of 24)
Featuring Selective indentation with `flextable::padding`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring Selective indentation with `flextable::padding`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 11 of 24)
Featuring numbered columns and aligned star columns.
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring numbered columns and aligned star columns.
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 21, 2025 at 11:00 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 11 of 24)
Featuring numbered columns and aligned star columns.
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring numbered columns and aligned star columns.
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 10 of 24)
Featuring correlation matrices and descriptive statistics with `apa_cor`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring correlation matrices and descriptive statistics with `apa_cor`
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 20, 2025 at 11:00 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 10 of 24)
Featuring correlation matrices and descriptive statistics with `apa_cor`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring correlation matrices and descriptive statistics with `apa_cor`
#rstats #apastyle
wjschne.github.io/posts/apatab...
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 9 of 24)
Featuring customizable automatic column formatters
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring customizable automatic column formatters
#rstats #apastyle
wjschne.github.io/posts/apatab...
September 19, 2025 at 11:18 AM
Recreating each of the tables in Chapter 7 of the Publication Manual of the American Psychological Association (7th Edition) tables in R with apa7 (Part 9 of 24)
Featuring customizable automatic column formatters
#rstats #apastyle
wjschne.github.io/posts/apatab...
Featuring customizable automatic column formatters
#rstats #apastyle
wjschne.github.io/posts/apatab...