Equitable Equations
Equitable Equations
  • Видео 401
  • Просмотров 1 933 710
Understanding geom_smooth's default loess method
Have you ever wondered how ggplot produces that lovely smoother? Let's learn about loess curves! If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Просмотров: 298

Видео

Logistic regression with R: example
Просмотров 71914 дней назад
The best way to learn logistic regression is by doing it. Let's go! If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Imputing missing bikeshare data with R
Просмотров 708Месяц назад
According to the Bikeshare data set, there was never an hour in 2011 when no bikes were rented in DC, even at 4am on the coldest night of the year. Why? Because zeros have been omitted from the set. Let's fix this! If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Ethical AI in healthcare with Dr. Heather Mattie
Просмотров 289Месяц назад
Today I'm learning about algorithmic bias from Dr. Heather Mattie of Harvard's T.H. Chan School of Public Health. For more of my data science, ML, and #rstats joy, crush that 'subscribe' button!
Poisson regression in R
Просмотров 1,5 тыс.2 месяца назад
Let's model counts using R! If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Poisson regression
Просмотров 1,4 тыс.2 месяца назад
Poisson regression is used to model counts, like the number of viewers for vids on RUclips, Let's get into it! If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Deviance in logistic regression models
Просмотров 1,1 тыс.3 месяца назад
Why isn't it a great idea to use residual sum of squares to assess logistical models? I'll explain and then show you some better options. If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Simple linear regression in R
Просмотров 1,9 тыс.3 месяца назад
A simple introduction to simple linear regression suitable for a first stats class that uses R, like mine at Lake Forest College. If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Not-so-simple linear regression with R
Просмотров 7 тыс.4 месяца назад
Simple linear regression isn't so simple! We'll do a test/train split, build and diagnose a model, consider p-values, look for influential points, make predictions, compute root mean squared error, and more. This is a deep dive! If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Bibliographies with R and Quarto
Просмотров 1,3 тыс.4 месяца назад
Today I'm using BibDesk to generate a bibliography file for use in a Quarto document. Easy! If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Beautiful tables with the gt package
Просмотров 4,3 тыс.5 месяцев назад
Clean, clear tables may not be glamorous, but they're *so* important. Let's get into it! If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Cross references in R and Quarto
Просмотров 1,2 тыс.5 месяцев назад
It's easy to reference a figure, table, or equation in a Quarto document. I'll show you how! If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Beautiful presentations with R and Quarto
Просмотров 5 тыс.5 месяцев назад
Beyond the basics! We'll talk about transitions, backgrounds, columns, callouts, and more. If this vid helps you, please help me a tiny bit by mashing that 'like' button. For more #rstats joy, crush that 'subscribe' button!
Return of the starwars data set
Просмотров 9216 месяцев назад
Return of the starwars data set
LaTeX for R users
Просмотров 2,6 тыс.6 месяцев назад
LaTeX for R users
Using Quarto with R and Python for reports, slides, and web publishing
Просмотров 4,7 тыс.6 месяцев назад
Using Quarto with R and Python for reports, slides, and web publishing
Understanding the structure of R functions
Просмотров 1,6 тыс.7 месяцев назад
Understanding the structure of R functions
The gamma function
Просмотров 7507 месяцев назад
The gamma function
Today I learned in R: Quarto
Просмотров 1,2 тыс.8 месяцев назад
Today I learned in R: Quarto
Write your own R functions
Просмотров 3,2 тыс.8 месяцев назад
Write your own R functions
How to add annotations to ggplots in R
Просмотров 1,8 тыс.9 месяцев назад
How to add annotations to ggplots in R
Log-normal calculations using R
Просмотров 1,4 тыс.9 месяцев назад
Log-normal calculations using R
The log-normal distribution
Просмотров 7 тыс.9 месяцев назад
The log-normal distribution
Regression analysis in R: backward selection
Просмотров 4,4 тыс.10 месяцев назад
Regression analysis in R: backward selection
Computing normal probabilities: examples
Просмотров 68810 месяцев назад
Computing normal probabilities: examples
Mutating data frames with case_when
Просмотров 1,7 тыс.10 месяцев назад
Mutating data frames with case_when
Data visualization with R in 36 minutes
Просмотров 28 тыс.11 месяцев назад
Data visualization with R in 36 minutes
Scatterplots and regression lines in R
Просмотров 9 тыс.11 месяцев назад
Scatterplots and regression lines in R
If-else statements in R
Просмотров 3,8 тыс.11 месяцев назад
If-else statements in R
Data analysis with R: the Billboard Hot 100
Просмотров 6 тыс.Год назад
Data analysis with R: the Billboard Hot 100

Комментарии

  • @Spza2022
    @Spza2022 18 часов назад

    Is a vector the same as an array?

  •  День назад

    Now I finally understand what 'loess' is doing. Thanks for the video!

  • @juanestebangrimaldosleon3393
    @juanestebangrimaldosleon3393 День назад

    Here 3 hours before interview

  • @IOSALive
    @IOSALive День назад

    Equitable Equations, great video keep it up bro

  • @RUJedi
    @RUJedi 2 дня назад

    Awesome vid! I've used loess but never dig into it this deep. Brilliant.

  • @EquitableEquations
    @EquitableEquations 2 дня назад

    You can find materials supporting this vid (and others) at github.com/equitable-equations/youtube.

  • @benjagonzalezaguayo3976
    @benjagonzalezaguayo3976 3 дня назад

    good video mclovin

  • @believeinyourself811
    @believeinyourself811 3 дня назад

    Thank you guru ji ❤

  • @timothygutierrez
    @timothygutierrez 4 дня назад

    Very clearly explained, thank you.

  • @lindamyers951
    @lindamyers951 6 дней назад

    Wow I was totally impressed. I am just starting to learn and was confused but you really helped me feel more comfortable using R. Thank you I look forward to learning more from you.

  • @haraldurkarlsson1147
    @haraldurkarlsson1147 6 дней назад

    Very nice. I have been testing the mlr package for modeling - it is a lot more complex than tidymodels but might be more powerful.

  • @NatalieMorrow-w1q
    @NatalieMorrow-w1q 8 дней назад

    Thank you so much- took an entire class with R and this explained it better!

  • @univ41soukahras48
    @univ41soukahras48 10 дней назад

    where i get ""modeldata""

  • @carlosgomes3012
    @carlosgomes3012 12 дней назад

    Error in `cols_label()`: ! Named arguments are required for `cols_label()`. Backtrace: 1. ... %>% tab_stubhead(label = "Species") 14. gt::cols_label(., count ~ "Count") Error in cols_label(., count ~ "Count") :

  • @pipertripp
    @pipertripp 13 дней назад

    So under the hood, is some numerical method like gradient decent used to find the MLE of the parameters of the model?

    • @EquitableEquations
      @EquitableEquations 13 дней назад

      I'm sure you're right, though I haven't researched exactly how R implements the numerical optimization.

    • @pipertripp
      @pipertripp 13 дней назад

      Yeah, just a guess on my part. Been studying MLE in general lately, but so far only closed form stuff like the binomial and Poisson distributions. Just trying to get a handle on how the technique works.

  • @MotivationalStory-wq8un
    @MotivationalStory-wq8un 14 дней назад

    U

  • @MadhushriMudke
    @MadhushriMudke 14 дней назад

    How to get a box plot with categorical variable and sp richness and abundances box plots side by side. So x axis has categorical variables, but x axis has two variables box plots 😅

    • @EquitableEquations
      @EquitableEquations 14 дней назад

      HI! Try using your two categorical variables with x and fill aesthetics. Should work!

  • @trashflora
    @trashflora 14 дней назад

    Hello! Thank you so much for this its really clear and helpful! so i was wondering, lets say i want to know if 5 kinds of animals randomly locate in 5 places or they are associated with the crops, I do this test and get a p-value, can i pairwise and continue see what exact crop associate with the carcasses? I dont know whether the pairwise is for independence test or for homogeneity test

  • @danielsonani7405
    @danielsonani7405 15 дней назад

    Thank you so much

  • @diagonal_matrix
    @diagonal_matrix 15 дней назад

    Amazing video! Thank you for this great tutorial

  • @aliamccarthy980
    @aliamccarthy980 16 дней назад

    First of all, thank you for this video. While i was arguing with one of my dc friends we threw each other tons of insults but nothing hit more than hearing "YoU'vE nEvEr eVeN HEaRd of R bEfOrE?! You KnoW wHat, PYTHON is eNouGh fOr yOu." After that i got so mad aaand we don't talk anymore ofc but my point is i felt like I should know R even though I'm not studying on data analysis. (ex-friend's department is economy and he tried to insult me who already code in c++ & python and candidate of a genetics engineer... Life's though ) Anyway long story short, with this video I learned a lot of quality information with pleasure and kinda get my inner-revenge.😇

  • @MeyankaBaishya
    @MeyankaBaishya 16 дней назад

    how do we proceed if the sample size for "Type of volunteer" is different in each case and the available data is in percent form ?

  • @EquitableEquations
    @EquitableEquations 16 дней назад

    You can find materials supporting this vid (and many others) at github.com/equitable-equations/youtube.

  • @msvcm99
    @msvcm99 20 дней назад

    Thank you!! 👍

  • @GeniuswithaPEN15
    @GeniuswithaPEN15 21 день назад

    jesus you talk way too damn much. literally just get to it. you talk WAY too damn much

  • @jahangirAlam-vt6kr
    @jahangirAlam-vt6kr 22 дня назад

    nice presentation and awesome

  • @amont656
    @amont656 23 дня назад

    Took a stats class in college and my professor was not good at explaining things. You on the other hand give great examples. I appreciate it very much! Wish I would have had you in school

  • @suprajm3117
    @suprajm3117 24 дня назад

    Very well explained, excellent teacher👌

  • @pinklemonade6597
    @pinklemonade6597 24 дня назад

    Thank you so much for these videos ive learnt so much in such a short time!

  • @pinklemonade6597
    @pinklemonade6597 24 дня назад

    It’s probably just me not but in case anyone got stuck when trying to add total employed rn, remember to use backticks not quotes!

  • @michaelbobic7135
    @michaelbobic7135 25 дней назад

    Could somebody please explain to me why no one explains this like third m this?! Wow, this is about as clear and understandable as anything as I have ever seen! I've tried teaching this for 25 years without ever hitting on this. Amazingly clear and accessible. Thank you

  • @MDTanvir-h7v
    @MDTanvir-h7v 26 дней назад

    youtube.com/@umptanviryt?si=bC0pUoJJwnO_3VSf

  • @MDTanvir-h7v
    @MDTanvir-h7v 26 дней назад

    youtube.com/@umptanviryt?si=bC0pUoJJwnO_3VSf

  • @MWZ-v6c
    @MWZ-v6c 27 дней назад

    3rd ❤blow bro

  • @joelp3562
    @joelp3562 28 дней назад

    Is the there an updated tutorial? Lots of the packages are not value. IE: library(tidyverse)

  • @james9375
    @james9375 28 дней назад

    Great video! Btw I did the exact same code for "Litchfield" and "Litchfield County" and the graph has a value missing for the 40-64 age group, year 2040 for Litchfield, with an error message "Removed 1 rows containing missing values" even though there IS a value for this in the dataset and also there is a point for where the supposed missing data is displayed as a point on the graph, however the annotation doesn't come up. Not sure why? I have tried it on New Haven and New Haven County and it worked fine population_projection_plot( town_to_plot = "Litchfield", county_to_plot = "Litchfield County" ) + geom_shadowtext( data = population_projection %>% filter(location == "Litchfield"), bg.color = "white", nudge_y = 0.03, aes( label = pct_formatted ) )

  • @ousmanelom6274
    @ousmanelom6274 28 дней назад

    Do you know packages to transform data frames to latex format

  • @passionatetennis9149
    @passionatetennis9149 29 дней назад

    What is geom ?

  • @hansisbrucker813
    @hansisbrucker813 29 дней назад

    I'm grateful for this lesson 😃👍 Have you ever worked with ggobi and rggobi to explore multidimensional data? If so what was your take on it?

  • @mugomuiruri2313
    @mugomuiruri2313 Месяц назад

    good

  • @thiagobandini
    @thiagobandini Месяц назад

    It was fun to have 2 simuntaneos lives over here!

  • @albertocabrera4297
    @albertocabrera4297 Месяц назад

    It was fun to watch three of my favorite R-experts in one single RUclips session.

  • @RUJedi
    @RUJedi Месяц назад

    Can the shadowtext be pushed a distance from the line without overlapping? Having the text overlap a line makes it harder to distinguish already overlapping lines.

  • @pipertripp
    @pipertripp Месяц назад

    Love all of your channels!

  • @sarveshkannan682
    @sarveshkannan682 Месяц назад

    I am not able to access the Carseats datasets.

  • @user-mn8zk5ch8v
    @user-mn8zk5ch8v Месяц назад

    Ну.... ничего страшного.

  • @david2358
    @david2358 Месяц назад

    Subscribed and liked!!

  • @AllThingsAnatomy
    @AllThingsAnatomy Месяц назад

    Awesome Video! How could I add margin text on a bar chart? I keep getting error "plot.new has not been called yet" when using mtext

  • @jorgecepe
    @jorgecepe Месяц назад

    thank you very much! very good material