ModernDive

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ModernDive

ModernDive

@ModernDive

Statistical Inference via Data Science: A moderndive into R & the tidyverse. Print edition now available @CRCPress, online version at https://t.co/CwDLXY9q7Q.

Katılım Ocak 2017
4 Takip Edilen1.9K Takipçiler
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ModernDive
ModernDive@ModernDive·
Been on the fence about purchasing a paperback, hardback, or eBook edition of ModernDive? Use discount code ADC21 for 30% off!! bit.ly/moderndive_crc…
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ModernDive
ModernDive@ModernDive·
For this 🆕 lab and more, check out our instructor resources page at #Problem_Sets" target="_blank" rel="nofollow noopener">moderndive.github.io/moderndive_lab…
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ModernDive
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 🧮
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ModernDive
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!
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ModernDive
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... 😵😵‍💫
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bill pine
bill pine@pylodictis·
Prepping to tutor high school students in stats later tonight...man I wish high school stats curriculum had met @ModernDive and @rstudio! Graphing calculator???
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ModernDive
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!
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Trevor Branch (moved to Bluesky)
Trevor Branch (moved to Bluesky)@TrevorABranch·
Folks who are in grad school or working in ecological science, what quantitative skills do you wish had been offered in undergrad? (e.g. coding, t-tests, regression, random forests, resampling analysis, etc.)
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Dr. Ajay Kumar Koli, PhD
Dr. Ajay Kumar Koli, PhD@ajay_kolii·
dear #RStats friends, I need your help 💁‍♂️ I am preparing a course "Basics of Statistics using R" for the social science and non-computer-science background students. You can help me by recommending: ✅ a list of topics ✅ a book ✅ a research paper ✅ a blog ✅ a stats website
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ModernDive
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.
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ModernDive
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...
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ModernDive
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)?
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ModernDive
ModernDive@ModernDive·
Don’t forget about our instructor resources page, including problem sets + solutions & sample term project! moderndive.com/labs
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ModernDive
ModernDive@ModernDive·
@aeggers One of our students came up with that one!
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Andy Eggers
Andy Eggers@aeggers·
Love this analogy from @ModernDive book -- packages in #rstats are just like apps on a phone: they extend the functionality of the basic device (R/phone); just as you install the app and then open to use, you install the package and then load to use moderndive.com/1-getting-star…
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David Grubbs
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
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ModernDive
ModernDive@ModernDive·
If you're looking to learn statistical inference via simulation-based methods like the bootstrap & permutation tests, then check out these videos & moderndive.com to learn about the {infer} #rstats package!
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