Jonathan A. Pedroza
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My Posts
Bayes Net Pt. 2
Bayesian
Inference
Bayesian Network
Bayes Net
R
Stan
rstan
cmdstanr
posterior
bayesplot
ggplot2
Aug 25, 2025
Bayes Nets
Bayesian
Bayesian Network
Bayes Net
R
Python
Stan
rstan
cmdstanr
pystan
cmdstanpy
ggdag
dagitty
I will be the first to state that I am not an expert in the field of conducting psychometric models, Bayesian networks, Bayesian analyses,
but
I have been struggling to find…
Aug 25, 2025
Looping Through Parameterized Reports
Python
Quarto
pandas
plotnine
great_tables
plotly
I wanted to make a quick post about looping through a parameterized report using Quarto and Python because I could not find much information on this topic using Python. When…
Dec 5, 2024
Using a Bayesian Network For Machine Learning
Bayes Net
Bayesian Network
Machine Learning
R
bnlearn
For this tutorial, I wanted to create an interesting and maybe more realistic use of a Bayesian Network (bayes net). That is why I am walking through how to use a bayes net…
Nov 15, 2024
Data Manipulation in R & Python
Data Manipulation
dplyr
pandas
numpy
Python
R
data.table
polars
Data Wrangling
One of my favorite posts is the comparison between data.table and the tidyverse’s dplyr packages. Here is the link to that post. I have used that when trying to build my…
Nov 15, 2024
My submission to Posit’s Closeread Competition
Closeread
ggplot2
HTML
Quarto
When I saw that Posit had posted a blog post about storytelling with Quarto (see blog post here) using Closeread I became interested in trying out Closeread for this…
Nov 15, 2024
Prophet Model
ggplot2
forecast
tidymodels
modeltime
prophet
R
NOTE: This is for practicing forecasting skills and should not be seen as a guide for predicting stock prices.
Nov 14, 2024
Bayesian Network for US Coffee Tasting Data
Bayesian
Bayesian Network
Bayes Net
R
bnlearn
DAG
For this post, I wanted to include some additional analyses to the descriptive analyses from this video. Specifically, I thought this would be a good opportunity to create a…
Nov 11, 2024
Graduate Student Satisfaction Exit Surveys
ggplot2
Shiny
Education
This post was originally designed because I was interested in working on student experience exit survey data from my department to see if there was a change from 2012 to…
Jun 19, 2021
Tidy Tuesday Coffee Ratings
ggplot2
tidymodels
Tidy Tuesday
themis
Machine Learning
With coffee being a hobby of mine, I was scrolling through past Tidy Tuesdays and found one on coffee ratings. Originally I thought looking at predictions of total cup…
May 13, 2021
Twitter Conference Presentation
R
ggplot2
Hierarchical Linear Modeling
Multilevel Modeling
Modeling
I thought I’d talk about the analyses I conducted for my submission to the American Public Health Association Physical Activity Section’s Twitter Conference. I thought it…
Apr 30, 2021
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