ModernDive

Statistical Inference via Data Science: A moderndive into R & the tidyverse. Print edition now available @CRCPress, online version at

[ModernDive @ModernDive]

Been on the fence about purchasing a paperback, hardback, or eBook edition of ModernDive?

Use discount code ADC21 for 30% off!!

https://t.co/l82oGzbcxd

[ModernDive @ModernDive]

For this 🆕 lab and more, check out our instructor resources page at https://t.co/VIzjyVKBWO

[ModernDive @ModernDive]

🆕 We at last have a lab for Chap 10 Inference for Regression, written by Beth Brown of Greenfield Community College @greenfieldtweet!

We use the {infer} & {palmerpenguins} #rstats pkgs to teach students how to interpret p-values AND confidence intervals in a regression table!

[ModernDive @ModernDive]

We then top things off by extending inference for regression to a parallel slopes multiple regression model as well!

Note: we always EDA first 📈👀, then regression table second 🧮

[ModernDive @ModernDive]

@pylodictis @rstudio Indeed! High school students can DEFINITELY understand the hands-on simulations we do with balls (or M&M's), pennies, and decks of cards! The formula for the standard error for the two-sample t-test on the other hand... 😵😵‍💫

[ModernDive @ModernDive]

@yanivbrandvain @MikeWhitlock63 @DolphSchluter @callin_bull @STAT545 thanks!

[ModernDive @ModernDive]

@LeafyEricScott @robbie_emmet @TrevorABranch We're big fans of simulation based inference (as opposed to asymptotics) as the way to introduce statistical inference. Esp. since you can do hands-on tactile simulations first, then replicate on a computer. That way students get the intuition!

[ModernDive @ModernDive]

@ajay_kolii @mathbeckman @rstats_tweets @OpenIntroOrg Thanks @mathbeckman, don't forget about our instructor resource page at https://t.co/hTGMrL7AeT as well!

[ModernDive @ModernDive]

New page on our resources webpage! Videos from the @R4DScommunity ModernDive book club! Thanks again to @philosohacker for organizing!
https://t.co/ykqyjOUrkC

[ModernDive @ModernDive]

We go one step further by leveraging the tidyverse & broom packages to make linear regression accessible to students taking an introductory statistics course. Such students are likely to be new to statistical computation with R; we designed moderndive with these students in mind.

[ModernDive @ModernDive]

🆕 Journal of Open Source Education @JOSE_TheOJ paper by @rudeboybert @old_man_chester @topepos

"Take a moderndive into introductory linear regression with R"

https://t.co/gMp8EgVOjo

[ModernDive @ModernDive]

Furthermore, while the use of the R statistical programming language for statistical analysis is not new, recent developments such as the tidyverse suite of packages have made statistical computation with R accessible to a broader audience...

[ModernDive @ModernDive]

@chris_morris82 Did you make sure to run library(moderndive) first?
Do you have the latest version of the package from CRAN (0.5.2)?

[ModernDive @ModernDive]

Don’t forget about our instructor resources page, including problem sets + solutions & sample term project! https://t.co/hTGMrL7AeT

[ModernDive @ModernDive]

@aeggers One of our students came up with that one!

[Cédric Scherer @CedScherer]

@juditbekker It really depends on what you want to learn R for/want to do with R. For data science with the tidyverse I usually recommend https://t.co/xLNJmc8ker by @ModernDive or https://t.co/sAL7r8bdIJ by @hadleywickham.

[David Grubbs @crcgrubbsd]

For anyone out there who is writing or has written a bookdown book, I would be happy to discuss doing a parallel print version with CRC. I am always on the lookout for books in other formats as well. Please send me a DM or tweet. #rstats #DataScience @AmstatNews @CRC_MathStats

[Tiffany Timbers @TiffanyTimbers]

@RohanAlexander .@rudeboybert 's new @ModernDive textbook is pretty innovative IMHO.

and @VincenzoCoia & @LourenzuttiR have just developed and offered a new intro stat course @UBC that uses that book, #rstats and Jupyter.

https://t.co/upXVhy4sH3

[ModernDive @ModernDive]

If you're looking to learn statistical inference via simulation-based methods like the bootstrap & permutation tests, then check out these videos & https://t.co/X5zI0LvHGb to learn about the {infer} #rstats package!

[ModernDive @ModernDive]

ICYMI @R4DScommunity recently completed a ModernDive book club on regression & the meat/protein of our book: statistical inference via sampling, confidence intervals, & hypothesis tests!

Check out these awesome YouTube videos led by @philosohacker https://t.co/s963fgt8Vr