@EquitableEquations - 426 本の動画
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Hi everybody! I'm Andrew Gard, a professor of mathematics and computer science at Lake Forest College, just north of Chicago, USA, where I teach statistics i...
Data analysis with R: age gaps and Bechdel tests
Apocalypse compliant #coding
Best practices for data science collaboration with Meghan Harris
How to put a project onto GitHub
Today I learned in R: .id and .by
Git for R users: how to resolve a merge conflict
Git for R users: branches and merges
Here and dr_here #rstats
Today I learned in R: dr_here and saveRDS
Git for R users
Dataviz with R: the Du Bois challenge (plate 25)
Dr. Courtney Joseph and the data viz of W.E.B. Du Bois
W.E.B. Du Bois's data portraits with Dr. Courtney Joseph
Combining observations in R with bind_rows()
Discrete bivariate distributions
Pie charts with R
What's so bad about pie charts, anyway? #rstats
ANOVA in R
Understand ANOVA in 8 minutes
Today I learned in R: skimr and %in%
Add great alt text to your data visualizations
How to move into data science
Percentiles of continuous distributions
Overfitting in machine learning
Sensitivity, specificity, precision, recall
Understanding geom_smooth's default loess method
Logistic regression with R: example
Today I Learned in R: geom_shadowtext with David Keyes
Imputing missing bikeshare data with R
Ethical AI in healthcare with Dr. Heather Mattie
Poisson regression in R
Poisson regression
Deviance in logistic regression models
Simple linear regression in R
Today I learned in R: Quarto books
Not-so-simple linear regression with R
Bibliographies with R and Quarto
Beautiful tables with the gt package
Cross references in R and Quarto
Beautiful presentations with R and Quarto
Better quality of life in R and RStudio
Return of the starwars data set
LaTeX for R users
Using Quarto with R and Python for reports, slides, and web publishing
Understanding the structure of R functions
The gamma function
Today I learned in R: Quarto
Object of type closure is not subsettable. #rstats
Write your own R functions
How to add annotations to ggplots in R
Log-normal calculations using R
The log-normal distribution
Regression analysis in R: backward selection
Computing normal probabilities: examples
Mutating data frames with case_when
Data visualization with R in 36 minutes
Scatterplots and regression lines in R
If-else statements in R
Help with R infix functions #rstats
Data analysis with R: the Billboard Hot 100
Controlling the family-wise error rate
Avoiding data dredging
Simpson's paradox
How to create an "other" category in R
How to make a pride flag with R
Today I learned in R: neater code & better piping
Data wrangling with R in 27 minutes
Binning quantitative variables in R
Logistic regression in R
Logistic regression
The logit transformation
Odds and odds ratios
How to subset rows in R with filter()
Correlation testing in R
Tidy Tuesday analysis: Ravelry yarn
Nested data frames and multiple models in R
How to purrr
Chi-squared testing for homogeneity in R
Contingency tables in R
Learn R in 39 minutes
What is Anscombe's quartet?
Goodness of fit testing with R: example
Understanding the chi-squared distribution
Today I learned in R: Select and fill
Data analysis with R: floristic quality data
Better use of color in R
Data analysis with R: Scooby Doo!
Combining columns in R with unite()
Essential R tools for regression modeling
Today I learned in R - native pipes and the cut function
Data analysis with R: US colleges
R programming - What we learned today. Episode 1
Why we love using R programming for data analysis
What is R Markdown?
Working with lists in R
The gamma distribution in R
The gamma distribution
Tidy data
Locating files in R with here()
Using RStudio projects