Thoughts on implementing TRACE in R
Code doesn’t lie.
Posts by Tags
R6
RStudio
List of useful RStudio addins made by useRs Permalink
Useful Github page alert: Dean Attali has started collecting links to RStudio addins, including the one I made for wrapping text in RMarkdown.
TRACE
Thoughts on implementing TRACE in R
Code doesn’t lie.
advent of code
How to score Rock Paper Scissors
Lists are trees
Using nonstandard evaluation to simulate a register machine
No, not the cha-ching kind of machine
babynames
sample_n_of(): a useful helper function
Randomly sampling subsets of data
bayesian
Ordering constraints in brms using contrast coding
But mostly how contrast matrices are computed
Random effects and penalized splines are the same thing
Weighted wiggles and smoothed categories
Bayes’ theorem in three panels
What looks plausible, what fits, what does both
Another mixed effects model visualization
Creating a diagram to illustrate information borrowing (partial pooling)
Slides from my intro to Bayesian regression talk
This time in LaTeX
Plotting partial pooling in mixed-effects models
There are a lot of bilabial sounds in that title
I don’t know Fisher’s exact test, but I know Stan
Modeling left-handedness in Stan
RStanARM basics: visualizing uncertainty in linear regression
Summarizing many, many lines of fit
Slides from my RStanARM tutorial
Trial by 🔥
bayesplot
Ridgelines in bayesplot 1.5.0
It’s getting faster. Moving faster now. It’s getting out of hand
Simplifying ggplot2 code by doing nothing
The ggplot2 version of multiplying by 1
brms
Notes on Citing R and R Packages
Who, what, where, when and which
Ordering constraints in brms using contrast coding
But mostly how contrast matrices are computed
Random effects and penalized splines are the same thing
Weighted wiggles and smoothed categories
Bayes’ theorem in three panels
What looks plausible, what fits, what does both
Another mixed effects model visualization
Creating a diagram to illustrate information borrowing (partial pooling)
caret
Confusion matrix statistics on late talker diagnoses
Posterior predictive values and the like.
covid19
The cursed Morgan Stanley Covid-19 visualization
What went wrong?
dplyr
sample_n_of(): a useful helper function
Randomly sampling subsets of data
Secret Santa is a graph traversal problem
Making a graph, connecting nodes twice
Why is using list() critical for .dots = setNames() uses in dplyr?
Because the functions expect a list of expressions.
eyetracking
set_na_where(): a nonstandard evaluation use case
Bottling up magic spells
New package polypoly (helper functions for orthogonal polynomials)
Plus some growth curve analysis!
ggplot2
Creating a Summoning Salt-style speedrun plot
Cool 8-bit music plays over a montage of me editing R code
The cursed Morgan Stanley Covid-19 visualization
What went wrong?
Self-documenting plots in ggplot2
Including plotting code as an annotation on a plot
Q-Q Plots and Worm Plots from Scratch
Less Q Q, more pew pew
Bayes’ theorem in three panels
What looks plausible, what fits, what does both
Another mixed effects model visualization
Creating a diagram to illustrate information borrowing (partial pooling)
Anatomy of a logistic growth curve
It culiminates in a highlighted math equation.
10 PRINT mazes with ggplot2
\/\/\////\/\/\/\////\/\//\/\/\\//\\\/\
Ridgelines in bayesplot 1.5.0
It’s getting faster. Moving faster now. It’s getting out of hand
Simplifying ggplot2 code by doing nothing
The ggplot2 version of multiplying by 1
graphs
Secret Santa is a graph traversal problem
Making a graph, connecting nodes twice
jekyll
Custom tag feeds in Jekyll
Creating an RSS feed for R blog posts.
knitr
Custom syntax highlighting themes in RMarkdown (and pandoc)
Now you can have Fairy Floss in quarterly-report.docx
Keep your R scripts locally sourced
A lesson from debugging source()
Lists are my secret weapon for reporting stats with knitr
Tidying and splitting model summaries for inline reporting
lazyeval
Recent adventures with lazyeval
Some basic uses of nonstandard evaluation.
link post
List of useful RStudio addins made by useRs Permalink
Useful Github page alert: Dean Attali has started collecting links to RStudio addins, including the one I made for wrapping text in RMarkdown.
math
Ordering constraints in brms using contrast coding
But mostly how contrast matrices are computed
Random effects and penalized splines are the same thing
Weighted wiggles and smoothed categories
Q-Q Plots and Worm Plots from Scratch
Less Q Q, more pew pew
Anatomy of a logistic growth curve
It culiminates in a highlighted math equation.
meta
Custom tag feeds in Jekyll
Creating an RSS feed for R blog posts.
mgcv
Random effects and penalized splines are the same thing
Weighted wiggles and smoothed categories
mixed effects
Random effects and penalized splines are the same thing
Weighted wiggles and smoothed categories
Lists are my secret weapon for reporting stats with knitr
Tidying and splitting model summaries for inline reporting
Bayes’ theorem in three panels
What looks plausible, what fits, what does both
Another mixed effects model visualization
Creating a diagram to illustrate information borrowing (partial pooling)
Plotting partial pooling in mixed-effects models
There are a lot of bilabial sounds in that title
New package polypoly (helper functions for orthogonal polynomials)
Plus some growth curve analysis!
neural networks
Thoughts on implementing TRACE in R
Code doesn’t lie.
nonlinear
Anatomy of a logistic growth curve
It culiminates in a highlighted math equation.
nonstandard evaluation
Self-documenting plots in ggplot2
Including plotting code as an annotation on a plot
Keep your R scripts locally sourced
A lesson from debugging source()
sample_n_of(): a useful helper function
Randomly sampling subsets of data
Using nonstandard evaluation to simulate a register machine
No, not the cha-ching kind of machine
set_na_where(): a nonstandard evaluation use case
Bottling up magic spells
Why is using list() critical for .dots = setNames() uses in dplyr?
Because the functions expect a list of expressions.
pandoc
Custom syntax highlighting themes in RMarkdown (and pandoc)
Now you can have Fairy Floss in quarterly-report.docx
Fixing APA citations from Pandoc with stringr
That pesky ampersand.
printy
Lists are my secret weapon for reporting stats with knitr
Tidying and splitting model summaries for inline reporting
purrr
Lists are my secret weapon for reporting stats with knitr
Tidying and splitting model summaries for inline reporting
r
Notes on Citing R and R Packages
Who, what, where, when and which
Ordering constraints in brms using contrast coding
But mostly how contrast matrices are computed
How to score Rock Paper Scissors
Lists are trees
Creating a Summoning Salt-style speedrun plot
Cool 8-bit music plays over a montage of me editing R code
The cursed Morgan Stanley Covid-19 visualization
What went wrong?
Self-documenting plots in ggplot2
Including plotting code as an annotation on a plot
Custom syntax highlighting themes in RMarkdown (and pandoc)
Now you can have Fairy Floss in quarterly-report.docx
A one-liner for generating random participant IDs
Find a match() in your base R library
Keep your R scripts locally sourced
A lesson from debugging source()
Snecko eye lets you play more cards
A simulation study of the mighty Slay the Spire relic
Think of && as a stricter &
A crash course on the ands and ors in R
Random effects and penalized splines are the same thing
Weighted wiggles and smoothed categories
Lists are my secret weapon for reporting stats with knitr
Tidying and splitting model summaries for inline reporting
Q-Q Plots and Worm Plots from Scratch
Less Q Q, more pew pew
Bayes’ theorem in three panels
What looks plausible, what fits, what does both
Another mixed effects model visualization
Creating a diagram to illustrate information borrowing (partial pooling)
ICC Bot comes online
beep boop the intraclass correlation indicates STRONG interrater reliability
Anatomy of a logistic growth curve
It culiminates in a highlighted math equation.
sample_n_of(): a useful helper function
Randomly sampling subsets of data
10 PRINT mazes with ggplot2
\/\/\////\/\/\/\////\/\//\/\/\\//\\\/\
Ridgelines in bayesplot 1.5.0
It’s getting faster. Moving faster now. It’s getting out of hand
Recode values with character subsetting
Wait, what’s wrong with seven ifelse statements?
Using nonstandard evaluation to simulate a register machine
No, not the cha-ching kind of machine
Secret Santa is a graph traversal problem
Making a graph, connecting nodes twice
Simplifying ggplot2 code by doing nothing
The ggplot2 version of multiplying by 1
set_na_where(): a nonstandard evaluation use case
Bottling up magic spells
A tour of the tibble package
The tidyverse version of dataframes
Plotting partial pooling in mixed-effects models
There are a lot of bilabial sounds in that title
New package polypoly (helper functions for orthogonal polynomials)
Plus some growth curve analysis!
I don’t know Fisher’s exact test, but I know Stan
Modeling left-handedness in Stan
Simulating Unown encounter rates in Pokémon Go
The coupon collector’s problem
Repeatedly applying a function
Doing the same thing over and over again
RStanARM basics: visualizing uncertainty in linear regression
Summarizing many, many lines of fit
Recent adventures with lazyeval
Some basic uses of nonstandard evaluation.
Fixing APA citations from Pandoc with stringr
That pesky ampersand.
Why is using list() critical for .dots = setNames() uses in dplyr?
Because the functions expect a list of expressions.
Confusion matrix statistics on late talker diagnoses
Posterior predictive values and the like.
Thoughts on implementing TRACE in R
Code doesn’t lie.
regular expressions
Using nonstandard evaluation to simulate a register machine
No, not the cha-ching kind of machine
rlang
Self-documenting plots in ggplot2
Including plotting code as an annotation on a plot
Using nonstandard evaluation to simulate a register machine
No, not the cha-ching kind of machine
set_na_where(): a nonstandard evaluation use case
Bottling up magic spells
rmarkdown
Custom syntax highlighting themes in RMarkdown (and pandoc)
Now you can have Fairy Floss in quarterly-report.docx
rstanarm
Plotting partial pooling in mixed-effects models
There are a lot of bilabial sounds in that title
RStanARM basics: visualizing uncertainty in linear regression
Summarizing many, many lines of fit
Slides from my RStanARM tutorial
Trial by 🔥
Recent adventures with lazyeval
Some basic uses of nonstandard evaluation.
shiny
ICC Bot comes online
beep boop the intraclass correlation indicates STRONG interrater reliability
simulations
Snecko eye lets you play more cards
A simulation study of the mighty Slay the Spire relic
solarizeddocx
Custom syntax highlighting themes in RMarkdown (and pandoc)
Now you can have Fairy Floss in quarterly-report.docx
splines
Random effects and penalized splines are the same thing
Weighted wiggles and smoothed categories
stack exchange
Recode values with character subsetting
Wait, what’s wrong with seven ifelse statements?
Why is using list() critical for .dots = setNames() uses in dplyr?
Because the functions expect a list of expressions.
stan
Notes on Citing R and R Packages
Who, what, where, when and which
Random effects and penalized splines are the same thing
Weighted wiggles and smoothed categories
I don’t know Fisher’s exact test, but I know Stan
Modeling left-handedness in Stan
stringr
Fixing APA citations from Pandoc with stringr
That pesky ampersand.
syntax highlighting
Custom syntax highlighting themes in RMarkdown (and pandoc)
Now you can have Fairy Floss in quarterly-report.docx
tidybayes
Bayes’ theorem in three panels
What looks plausible, what fits, what does both
Another mixed effects model visualization
Creating a diagram to illustrate information borrowing (partial pooling)
word recognition
Thoughts on implementing TRACE in R
Code doesn’t lie.
yuletidyverse
Secret Santa is a graph traversal problem
Making a graph, connecting nodes twice