Yury Zablotski @yuzaR___ Twitter profile

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Yury Zablotski

@yuzaR___

2 months

KRUSKAL-WALLIS in R 💪 in ONE LINE OF CODE ggstatsplot::ggbetweenstats(ISLR::Wage, education, wage, "np") Watch the video for details: #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

1 month

CORRELATION in R 💪 in ONE LINE OF CODE ggstatsplot::ggscatterstats(data = mtcars, x = hp, y = qsec) Short video for details: #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

11 months

I don't understant how people still use t.test(), aov(), wilcox.test() and kruskal.test() in 2023 & put them into R books, when there is ggbetweenstats() available from {ggstatsplot} package? It's time to move on! R progressed! #rstats #rstudio #r4ds

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Yury Zablotski

@yuzaR___

3 months

Less Code, More Results! 💪 Watch the video for further details: #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

3 months

LESS CODE, MORE RESULTS! 💪 Logistic Regression with Categorical Predictor: #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

3 months

I love logistic regression! 😍 While probabilities are intuitive, one of the challenges with them is that the relationship between our predictors and the probability of the outcome IS NOT LINEAR! "emmeans" and "sjPlot" help 🤓 #DataScience #rstats #Statistics #r4ds

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Yury Zablotski

@yuzaR___

2 years

Amazing R package {report}: Report Statistical Results of Tests, Models, Data & more 😉 Great work by @Dom_Makowski , @mattansb , @patilindrajeets & @strengejacke #rstats #statistics #dataanalysis #stats #datascience #r4ds #easystats

R package reviews | report | Report Statistical Results of Tests,...

If you ever wandered how to correctly describe the results of statistical tests and models, this video is for you. In a few minutes you’ll learn how to repor...

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Yury Zablotski

@yuzaR___

1 month

CHI-SQUARE in R 💪 in ONE LINE OF CODE ggstatsplot::ggbarstats(mtcars, am, cyl, label = "both") Watch the video for details: #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

7 days

EXPLORATORY DATA ANALYSIS in #R 💪 in ONE LINE OF CODE dlookr::eda_web_report(diamonds, target = cut) 5-min video for more: #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

20 days

Multivariable Logistic Regression in R: The Ultimate Masterclass (4K)! #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

2 years

Blog-Post on {report} R package: Report Statistical Results of Tests, Models, Data & more 😉 Great work by @Dom_Makowski , @mattansb , @patilindrajeets & @strengejacke #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

2 months

LESS CODE, MORE RESULTS! 💪 Nonlinearity with Numeric Predictors in Logistic Regression Solved! Watch the video for more details: #rstats #statistics #dataanalysis #stats #datascience #r4ds #dataanalytics

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Yury Zablotski

@yuzaR___

3 years

Here is a short blog on how to conduct, visualize and interpret Chi-Square test & pairwise post-hoc tests. There is no better way than {ggbarstats} function from {ggstatsplot} package 📦 #IWishIKnewItEarlier #rstats #datascience #statistics #r4ds

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Yury Zablotski

@yuzaR___

2 years

Blog-Post on amazing {gtsummary} package 📦 (created by @statistishdan ) for Publication-Ready & Beautifully Formatted Tables of Data, Statistical Tests and Models in R #rstats #statistics #dataanalysis #stats #datascience #r4ds #tidymodels

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Yury Zablotski

@yuzaR___

10 months

Make multiplots like a pro with {patchwork} R📦! 📈📊📉 Patchwork📦makes it incredibly easy to combine separate plots into the same graphic by using the simplest mathematical operators, such as +, /, () & much more🤯 #rstats #dataviz #patchwork #r4ds

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Yury Zablotski

@yuzaR___

3 years

Need to do Correlation Analysis in R? Pearson, Spearman, Robust, Bayesian? Try {ggscatterstats} function from {ggstatsplot}📦 by @patilindrajeets . Here is 4 minutes R demo on how to conduct, visualise and interpret them #RStats #Statistics #DataScience

R demo | Correlation | Pearson, Spearman, Robust, Bayesian | How to...

Having two numeric variables, we often wanna know whether they are correlated and how. One simple command can answer both questions by visualizing the data a...

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Yury Zablotski

@yuzaR___

6 days

Visual EDA in #R 💪 in ONE LINE OF CODE DataExplorer::create_report(airquality, y = "Ozone") Short video for more: #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

3 months

Logistic Regression Basics Explained: Probabilities, Odds, Odds-Ratios, and Log-Odds-Ratios (4K) 🎥📈 Ever wondered how logistic regression works? Let’s break it down! 🧐 #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

2 years

New Blog-Post on my New Love ❤️ Quantile Regression ❤️ probably the best alternative to OLS! It solves most problems OLS have, while delivers soo much more!!! #rstats #statistics #dataanalysis #stats #datascience #r4ds #tidymodels

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Yury Zablotski

@yuzaR___

2 years

New Blog-Post on Mastering {dplyr}: 50+ Data Wrangling Techniques! I ❤️ {dplyr} because it is still one of the MOST USEFUL (everyday!) R packages I’ve worked with! #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

2 years

Blog-Post on amazing R package {sjPlot}: How to Easily Visualize Data & Model Results 😉 Great work by @strengejacke #rstats #statistics #dataanalysis #stats #datascience #r4ds #dataviz #Datavisualization #IWishIKnewItEarlier

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Yury Zablotski

@yuzaR___

11 months

I was shocked at how informative & useful box-violin plots in {ggplot2} are, after I learned everything I could find about them. There is even a Nature paper dedicated solely to them. If you are curious, have a look at my new video #rstats #r4ds #dataviz

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Yury Zablotski

@yuzaR___

9 months

New Blog-Post on multiplots with {patchwork} R 📦! 📈📊📉 Patchwork 📦 makes it incredibly easy to combine separate plots into the same graphic by using the simplest mathematical operators, such as +, /, () & much more🤯

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Yury Zablotski

@yuzaR___

9 months

Mixed-Effects Quantile Regression works perfectly for the single tau with {emmeans} package. #rstats #r4ds #QR

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Yury Zablotski

@yuzaR___

1 year

New Blog Post on How to Combine and Join Tables in {dplyr} and more ;). Say goodbye to complex SQL queries and hello to simplicity, speed, and flexibility of data manipulation in R! #rstats #statistics #dataanalysis #stats #datascience #r4ds #dplyr #sql

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Yury Zablotski

@yuzaR___

2 years

Amazing R package {sjPlot}: How to Easily Visualize Data & Model Results 😉 Great work by @strengejacke #rstats #statistics #dataanalysis #stats #datascience #r4ds #dataviz #DataVisualization #IWishIKnewItEarlier

R package reviews | sjPlot | Easily Visualize Data And Model Results

One picture is worth a thousand words. That’s why visualizing data and model results is a crutial skill for any data scientist. {sjPlot} package became my fa...

www.youtube.com

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Yury Zablotski

@yuzaR___

4 years

Interactions in logistic regression cost me a ton of nerves and time. But when I figured them out, the returns were huge! I hope this tutorial helps someone else to save some nerves and time 😊 #RStats #DataScience

David Robinson

@drob

4 years

Awesome and practical introduction to interaction terms (and the emmeans📦) from @yuzaR___ Part of a great series on logistic regression #datablog

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Yury Zablotski

@yuzaR___

2 years

4 Reasons Non-Parametric Bootstrapped Regression is Better thаn Ordinary Regression. Example via tidymodels in R #rstats #statistics #dataanalysis #stats #datascience #r4ds #tidymodels

4 Reasons Non-Parametric Bootstrapped Regression (via tidymodels) is...

If the assumptions of parametric models can be satisfied, parametric models are the way to go. However, there are often many assumptions and to satisfy them ...

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Yury Zablotski

@yuzaR___

2 years

Need Publication-Ready & Beautifully Formatted Tables of Data, Statistical Tests and Models in R? Check out {gtsummary} package 📦 created by @statistishdan #rstats #statistics #dataanalysis #stats #datascience #r4ds #tidymodels

R package reviews {gtsummary} Publication-Ready Tables of Data,...

{gtsummary} package helps to easily produce publication-ready & beautifully formatted summary tables of Data, Statistical Tests and Models! It calculates ton...

www.youtube.com

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Yury Zablotski

@yuzaR___

4 years

Amazing R package - "performance": - get various indicators for model quality & - check ALL model assumptions and plot them in only two functions! Thousand thanks @strengejacke @Dom_Makowski @patilindrajeets @mattansb #Rstats #DataScience #Statistics

R package reviews | performance | Check ALL model assumptions at...

R is amazing, but sometimes we need multiple functions from various packages to get the daily job done. That's cumbersome! Here, I review one of my favourite...

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Yury Zablotski

@yuzaR___

9 months

New Blog-Post on Quantile Regression and How to Report It’s Results as Stunning Plots and Tables with Pairwise Contrasts for every Quantile in minutes! #QR #rstats #r4ds #dataviz #datascience

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Yury Zablotski

@yuzaR___

3 years

Short Blogpost on Correlation in R: how to conduct, visualise & interpret Pearson, Spearman, Robust & Bayesian analysis with ONE function {ggscatterstats} from {ggstatsplot}📦by @patilindrajeets #IWishIKnewItEarlier #rstats #datascience #statistics #r4ds

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Yury Zablotski

@yuzaR___

2 years

Blog-Post on Interactions in Statistical Models = Unleash the Full Power of Models with {emmeans} R-package. Challenging, but Extremely Rewarding Topic! How often do you use interaction? #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

3 years

GLMMadaptive is such an amazing package!!! It just handled mixed-effects beta-regression like a boss! :) Thousand thanks @drizopoulos !!! You made my day!

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Yury Zablotski

@yuzaR___

4 years

Inspired by this AMAZING article on how to teach stats by @jonaslindeloev , I made a lecture (slides and video) which my students liked ☺ “Linear regression vs. Statistical Tests ⚔ who wins?” #RStats #Statistics #DataScience

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Yury Zablotski

@yuzaR___

3 years

Blog-Post on Deep Exploratory Data Analysis in R. Thousand thanks to developers of {dlookr}, {ggstatsplot}, {DataExplorer}, {SmartEDA}, {summarytools}, {gtsummary}, {performance}, {ggpubr} 📦! #RStats #r4ds #DataScience

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Yury Zablotski

@yuzaR___

4 years

The quickest was to explore the data in R: Automated Exploratory Data Analysis (EDA) Reports with only 1 function for each report: {DataExplorer}, {SmartEDA}, {dlookr} 📦 #RStats #r4ds #Statistics #DataScience #visualization

R demo | Automated Exploratory Data Analysis (EDA) Reports (with only...

In this video, we'll: learn how to conduct exploratory data analysis in a quickest and most effective way. We'll produce ready to use statistical reports, wh...

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Yury Zablotski

@yuzaR___

1 year

I absolutely love this article about “The trouble with criticizing p-values without an alternative”. The 1. sentence: “The problem is not p-values it is a fundamental shortage of data analytic skill.” Huge thanks to @jtleek , @rdpeng and @rafalab #Stats

Simply Statistics: On the scalability of statistical procedures: why the p-value bashers just don't...

simplystatistics.org

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Yury Zablotski

@yuzaR___

4 years

How to impute missing values with Machine Learning in R using {dlookr} 📦 & {missRanger} 📦 or multivariate non-parametric chained random forest imputation for numeric and categorical data 😉 #RStats #DataScience #MachineLearning #DataVisualization

R demo | How to impute missing values with machine learning

Imputation simply means - replacing a missing value with a value that makes sense. But how can we get such values? Well, we’ll use Machine Learning algorithm...

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Yury Zablotski

@yuzaR___

4 years

Amazing R package - “janitor” - clean your data quick and easy to spend more time and energy creating: Thanks to @samfirke ! #RStats #Statistics #r4ds #DataScience

R package reviews | janitor | clean your data!

In this video, we'll learn how to clean data before starting working with it.For data and original code from the package creator, please go to: https://githu...

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Yury Zablotski

@yuzaR___

4 years

Deep Exploratory Data Analysis in R: explore your data & start to test hypotheses. Thousand thanks to developers of {dlookr}, {ggstatsplot}, {DataExplorer}, {SmartEDA}, {summarytools}, {gtsummary}, {performance}, {ggpubr} 📦! #RStats #r4ds #DataScience

R demo | Deep Exploratory Data Analysis (EDA) | explore your data and...

In this video, I'll provide the simplest and the most effective ways to explore data in R, which will significantly speed up your work. Moreover, we'll go on...

www.youtube.com

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Yury Zablotski

@yuzaR___

2 years

Top 10 Must-Know {dplyr} Commands for Data Wrangling in R! #rstats #statistics #dataanalysis #stats #datascience #r4ds

Top 10 Must-Know {dplyr} Commands for Data Wrangling in R!

With just dplyr 10 commands at your fingertips, you can select, rename and create new columns (mutate), arrange or filter out rows, group rows together and t...

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Yury Zablotski

@yuzaR___

2 years

Resampling for Machine Learning explained + R Tidymodels package review {rsample}: train-test split, cross-validation and bootstrapping. Goodness-of-Fit ≠ Goodness-of-Prediction #rstats #r4ds #tidymodels #statistics #dataanalysis #stats #datascience

Effective Resampling for Machine Learning in Tidymodels {rsample} R...

In this video, we'll learn how to use three most important resampling techniques: train-test split, cross-validation and bootstrapping. Random sampling, stra...

www.youtube.com

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Yury Zablotski

@yuzaR___

4 years

Amazing R package {dlookr} diagnose, explore and fix problems in your data quick and easy with minimum code to spend more time and energy creating results: #rstats #DataScience #dlookr #visualization #r4ds #statistics

R package reviews | dlookr | diagnose, explore and repair your data...

In this video, we'll learn how to quickly diagnose, explore and fix problem in your data.We'll have a deep look at missing values and ourliers and will be ab...

www.youtube.com

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Yury Zablotski

@yuzaR___

2 years

I fell in love with Quantile Regression ❤️ probably the best alternative to OLS! It solves most problems OLS have while delivers soo much more than OLS! I can’t recommend it enough! #rstats #statistics #dataanalysis #stats #datascience #r4ds #tidymodels

Quantile Regression as The Most Useful Alternative for Ordinary...

Quantile Regression is The Most Useful Alternative for Ordinary Linear Regression, because it:- is robust to outliers and influential points- does not assume...

www.youtube.com

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Yury Zablotski

@yuzaR___

3 years

McNemar test in R? There is no better way than {ggbarstats} function from {ggstatsplot} package📦by @patilindrajeets . Here is 5 min demo on how to Conduct, Visualise, Interpret & more ;) #rstats #statistics #dataanalysis #stats #datascience #r4ds

R demo | McNemar Test | How to Conduct, Visualise and Interpret

In this video, we'll learn how and why we need a McNemar test and what happens if we wrongly use Chi-Square test insteadIf you only want the code (or want to...

www.youtube.com

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Yury Zablotski

@yuzaR___

4 years

R demo | How to visualize models in R - Part 1: from simple to multiple linear models with interactions + visualize (check) ALL assumptions in R (in one function) & get an easy post-hoc results in one line of code: #RStats #DataScience #visualization

R demo | How to visualize models Part 1 | multiple linear models, all...

In this video, we'll visualize in RStudio the results and coefficients of: - simple linear models with categorical predictor - simple linear models with nume...

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Yury Zablotski

@yuzaR___

3 years

Easy Kruskal-Wallis test in R: how to conduct, visualize, interpret & more 😉 with {ggbetweenstats} function from {ggstatsplot} package 📦 by @patilindrajeets #rstats #statistics #dataanalysis #stats #datascience #r4ds

R demo | Kruskal-Wallis test + Post-Hoc | How to conduct, visualize,...

In this video, we'll: # install.packages("ggstatsplot")library(ggstatsplot)ggbetweenstats( data = d, x = education, y = wage, type = "nonparametr...

www.youtube.com

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Yury Zablotski

@yuzaR___

2 years

Interactions in a Statistical Model are Challenging, but also Extremely Rewarding! Use Interactions to Unleash the Full Power of Models with {emmeans} R-package #rstats #statistics #dataanalysis #stats #datascience #r4ds

Don’t Ignore Interactions - Unleash the Full Power of Models with...

Analysing interactions is both (1) very challenging, that’s why it’s rarely executed, and (2) very rewording if done well, that’s why it’s still sometimes at...

www.youtube.com

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Yury Zablotski

@yuzaR___

7 months

The Ultimate guide to Multivariable Regression in R: The Simple Way to Explain Complex Reality!

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Yury Zablotski

@yuzaR___

3 years

Need Paired Wilcoxon Signed Rank Test in R? Try {ggwithinstats} function from {ggstatsplot}📦by @patilindrajeets . Here is 6 min demo on how to conduct, visualise, interpret & more ;) #rstats #statistics #clearlyexplained #datascience #dataanalysis #stats

R demo | Paired Wilcoxon Signed Rank Test | How to conduct, visualise...

Can a speed-reading exercise make you a faster reader? Well, Wilcoxon Signed Rank Test displayed here is a correct test to answer this question. So, in this ...

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Yury Zablotski

@yuzaR___

1 year

New Blog on How to Transform Your Data Like a Pro with {tidyr} and Say Goodbye to Messy Data! #rstats #statistics #dataanalysis #stats #datascience #r4ds #tidyverse

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Yury Zablotski

@yuzaR___

2 years

Deep Exploratory Data Analysis (EDA) in R with {tidyverse}, {dlookr}, {ggstatsplot}, {DataExplorer}, {SmartEDA}, {summarytools}, {gtsummary}, {moments}, {performance}, {ggpubr}, {fastStat} 📦 #rstats #statistics #dataanalysis #stats #datascience #r4ds

R demo | Deep Exploratory Data Analysis (EDA) | explore your data and...

In this video, I'll provide the simplest and the most effective ways to explore data in R, which will significantly speed up your work. Moreover, we'll go on...

www.youtube.com

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Yury Zablotski

@yuzaR___

4 years

My first {Distill} blog-post 🥳 On how to visualize models in R. #RStats #Statistics #DataScience #datavis #dataviz #datavizualization

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Yury Zablotski

@yuzaR___

3 years

Mann-Whitney U (or Wilcoxon Rank Sum) Test in R? The best way (IMO) is {ggbetweenstats} function from {ggstatsplot}📦Here is 5 min demo on how to Conduct, Visualise, Interpret & more 😉 #rstats #statistics #dataanalysis #stats #datascience #r4ds

R demo | Mann-Whitney U Test = Wilcoxon Rank Sum Test | How to...

The one simple command I promised in the video is:ggbetweenstats( data = d, x = jobclass, y = wage, type = "nonparametric")If you only want the c...

www.youtube.com

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Yury Zablotski

@yuzaR___

2 years

@arthurturrell performance ggstatsplot sjPlot emmeans gtsummary janitor glmulti report dlookr

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Yury Zablotski

@yuzaR___

3 years

Short Blog Post on Correlation Matrix: how to conduct, visualise and interpret. 3 best R functions are: {chart.Correlation} from {PerformanceAnalytics}📦, {ggpairs} from {GGally}📦 & {grouped_ggcormat} from {ggstatsplot}📦 #RStats #r4ds #DataScience

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Yury Zablotski

@yuzaR___

2 years

Produce many (grouped/nested) models via “map()” function from {purrr} package in R. Effectively store and use their info. We'll produce "only" 10 models, but you can produce any number 😉 #rstats #statistics #DataAnalytics #datascience #r4ds #tidyverse

R demo | Many (Grouped / Nested) Models Simultaneously are Very...

In this video, we'll learn how to produce grouped / nested models, whith an amazing "map()" function from {purrr} package in R. We'll use linear models in th...

www.youtube.com

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Yury Zablotski

@yuzaR___

4 years

Amazing R package - “DataExplorer” - explore your data quick and easy with minimum code to spend more time and energy creating results: #RStats #DataScience #DataScientist #dataviz #DataVisualization #dataanalytics #rpackages #dataexplorer

R package reviews | DataExplorer | explore your data quick!

What is the best way to explore the data quick? I think it’s visualization. And what it the best way to visualize the data quick? I think it’s - {DataExplore...

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Yury Zablotski

@yuzaR___

3 years

@elonmusk After 420 scientific experiments I found out that a difference between 69 and 96 is not statistically significant

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Yury Zablotski

@yuzaR___

3 years

Short Blog-Post on Mann-Whitney U = Wilcoxon Rank Sum Test in R: how to Conduct, Visualise, Interpret & more 😉 The best way (IMO) is {ggbetweenstats} function from {ggstatsplot}📦by @patilindrajeets #rstats #statistics #dataanalysis #datascience #r4ds

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Yury Zablotski

@yuzaR___

3 years

Short Blog on How to Conduct, Visualize & Interpret One-Sample t-test & One-Sample Wilcoxon test. The best way for it is {gghistostats} function from {ggstatsplot}📦 Thanks @patilindrajeets ! #IWishIKnewItEarlier #rstats #Statistics #r4ds #DataScience

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Yury Zablotski

@yuzaR___

4 years

A {Distill} blog article about how to create a {Distill} blog in R quick, with manual (Netlify) or continuous (Github + Netlify) deploy :) #rstats #datascience #distill #blogger #Blogs

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Yury Zablotski

@yuzaR___

7 months

9 FLAWS of ‘Summary’ Function You DIDN’T Know About and How to Fix Them #rstats #statistics #dataanalysis #stats #datascience #r4ds #linearregression

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Yury Zablotski

@yuzaR___

2 years

Squeeze All the Hidden Knowledge out of Models with {emmeans} - Game Changing R-package. I stopped using “summary()” a while ago, but still #IWishIKnewItEarlier . Say hello to new discoveries! #rstats #statistics #dataanalysis #stats #datascience #r4ds

{emmeans} Game-Changing R-package Squeezes Hidden Knowledge out of...

{emmeans} is one of the most capable, but at the same time one of the most mysterious and therefore underrated R packages. Let’s demistify {emmeans} and unco...

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Yury Zablotski

@yuzaR___

2 years

Amazing R package {glmulti} - find THE BEST model out of ALL POSSIBLE models using Brute Force Approach, Genetic Algorithm, Variable Importance & more ;) #rstats #statistics #dataanalysis #stats #datascience #r4ds #MachineLearning

R package reviews | glmulti | Find The Best Model !

In this video, we'll: - see the code for stepwise selections- see the code for getting the best model =getting better result than stepwise selections- see ho...

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Yury Zablotski

@yuzaR___

9 months

Unleash the full potential of your data with Deep Exploratory Data Analysis in R! Visualise, discover hidden insights & test hypotheses like never before. Shoutout to all developers of these packages for making this possible! 🚀📈 #rstats #stats #r4ds

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Yury Zablotski

@yuzaR___

2 years

Blog-Post on amazing Tidymodels package {rsample}! Resampling for Machine Learning: train-test split, cross-validation & bootstrapping. Goodness-of-Fit ≠ Goodness-of-Prediction + #rstats #statistics #dataanalysis #stats #datascience #r4ds #tidymodels

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Yury Zablotski

@yuzaR___

3 years

If you need Friedman test in R, try {ggwithinstats} function from {ggstatsplot} package 📦 by @patilindrajeets Here is 5 min demo on How to Conduct, Visualise, Interpret & more ;) #rstats #statistics #clearlyexplained #datascience #dataanalysis #stats

R demo | Friedman Test | How to Conduct, Visualise and Interpret

If you only want the code (or want to support me), consider join the channel (join button below any of the videos), because I provide the code upon members r...

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Yury Zablotski

@yuzaR___

4 years

A gentle introduction into Survival analysis and Kaplan-Meier Curves #rstats #datascience #statistics #survival #kaplanmeier

Survival analysis 1: a gentle introduction into Kaplan-Meier Curves

In this video, we'll:- understand why and when we need survival analysis- learn about the most important concepts of survival analysis: - survival curve ...

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Yury Zablotski

@yuzaR___

8 months

Master simple linear regression with numeric predictor in R: - Build the model - Check ALL assumptions with ONE powerful command! - Visualize & interpreting results … and much more 😉 #Rstats #linearregression #MachineLearning #DataScience

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Yury Zablotski

@yuzaR___

4 years

“ggbetweenstats” is one of my favourite functions in R which I use on a daily basis!!! What is yours? Thanks to @patilindrajeets for creating such an amazing package: “ggstatsplot”! #RStats #DataScience #Statistics

Box Plots in R with t-test, Mann-Whitney, ANOVA, Kruskal-Wallis,...

Hi, this video builds on the previous one - Box-plots with statistical details, so I highly recommend to check it out first: https://youtu.be/O4wx-J5g4Nc In ...

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Yury Zablotski

@yuzaR___

3 years

Short Blog on Paired t-Test in R: how to conduct, visualise, interpret & more ;). Try {ggwithinstats} function from {ggstatsplot} package 📦 by @patilindrajeets #IWishIKnewItEarlier #rstats #statistics #clearlyexplained #datascience #dataanalysis #stats

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Yury Zablotski

@yuzaR___

10 months

New Blog-Post on how shockingly informative & useful Box-Violin Plots in {ggplot2} are. There is even a Nature paper dedicated solely to them ... so, if Science says that something is useful, I tend to believe it :) #rstats #rstudio #ggplot2 #r4ds

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Yury Zablotski

@yuzaR___

2 years

Blog-Post on Robust Regression in R as an Important Tool For Every Data-Scientist: don't depend on influential data, like outliers or high-leverage points #rstats #statistics #dataanalysis #stats #datascience #r4ds #regression

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Yury Zablotski

@yuzaR___

2 years

Blog-Post on How to Find THE BEST model | R package {glmulti} | builds ALL POSSIBLE models via Brute Force, Genetic Algorithm, Variable Importance, Multimodel Inference & more😉 #rstats #Statistics #dataanalysis #Stats #DataScience #r4ds #MachineLearning

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Yury Zablotski

@yuzaR___

3 years

Easy ANOVA in R (One-Way) | Fisher’s, Welch’s, Bayesian, Robust | Check assumptions, conduct, visualise, interpret & more 😉 via {ggwithinstats} function from {ggstatsplot}📦by @patilindrajeets #rstats #statistics #dataanalysis #stats #datascience #r4ds

R demo | ANOVA (One-Way) | Fisher’s, Welch’s, Bayesian, Robust |...

IF YOU WOULD LIKE TO SUPPORT, PLEASE JOIN THE CHANNEL: https://www.youtube.com/channel/UCcGXGFClRdnrwXsPHi7P4ZA/joinIF YOU WANT JUST RAW R CODE PLEASE JOIN T...

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Yury Zablotski

@yuzaR___

9 months

Want to get the most important concepts in frequentist statistics clearly explained? Check out this amazing article by Cassie Kozyrkov! Learn about Null and Altern. hypotheses, p-values, CIs, Power💪, Type 1 Error, Type 2 and even Type 3 Error! 😂🥳 #stats

Statistics for people in a hurry

Here’s the audio version of the article, read for you by the author:

towardsdatascience.com

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Yury Zablotski

@yuzaR___

3 years

Need to do Chi-Square test? There is no better way than #ggbarstats function from #ggstatsplot package 📦! Thanks @patilindrajeets !!! R demo on how to conduct, visualize and interpret Chi-Square test & post-hocs #stats #Statistics #r4ds #DataScience

R demo | Chi-Square Test | How to conduct, visualize and interpret |...

Chi-Square test checks the independence between two categorical variables, where variables can have two or more categories. So, in this video we’ll learn how...

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Yury Zablotski

@yuzaR___

3 years

Need to do One-Sample T-Test or One-Sample Wilcoxon-Test? There is no better way than {gghistostats} function from {ggstatsplot} package 📦! Thanks @patilindrajeets ! Here is R demo on how to conduct, visualize & interpret them #RStats #Statistics #r4ds

R demo | One Sample T-Test & One Sample Wilcoxon Test | How to...

One-sample tests compare your results to the results of others. So, in this video we’ll learn how to conduct, visualize and interpret One Sample T-Test & Wil...

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Yury Zablotski

@yuzaR___

2 years

Robust Regression in R: don't depend on influential data, like outliers or high-leverage observations #rstats #statistics #dataanalysis #stats #datascience #r4ds

R demo | Robust Regression (don't depend on influential data)

Linear regression can be very sensitive to unusual data, like outliers, high leverage observations or a combination of both. A robust regression suppose to p...

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Yury Zablotski

@yuzaR___

2 months

LESS CODE, MORE RESULTS! 💪 Welch + Bayesian ANOVA + Post Hoc Tests in ONE LINE OF CODE! ggstatsplot::ggbetweenstats(mtcars, cyl, mpg) Watch the video for more details: #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

4 years

R demo | How to visualize models in R - Part 2: non linear, logistic, multinomial, mixed effects, mixed effects non-linear and survival models + all p-adjusted p-values of post-hocs! "A picture is worth a thousand words"! 😉 #RStats #DataScience #models

R demo | How to visualize models Part 2 | non linear, logistic,...

In this video, we'll continue our journey on visualizing model results in R and RStudio which we started in Part 1: https://youtu.be/BNTn_f43U04 Why visualiz...

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Yury Zablotski

@yuzaR___

4 years

I think I found the way to excite newbies about statistics: - oversimplify, - overpromise and - underdeliver 😅 Lecture was created by xaringan 📦 #RStats #DataScience #Statistics

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Yury Zablotski

@yuzaR___

2 years

New video on Mastering {dplyr}: 50+ Data Wrangling Techniques! I ❤️ {dplyr} because it is still one of the MOST USEFUL (everyday!) R packages I’ve worked with! 1000 thanks to @hadleywickham ! #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

4 years

Introduction to confusion matrix and ROC curves: "Roc(k) is confusing: or the link between machine learning and epidemiology" Lecture has been developed in “xaringan” R package #RStats #Statistics #DataScience #MachineLearning

From Confusion Matrix to ROC curve: or the link between machine...

Previous topics1. Introduction to statistics: The (small) Big Picture or how to solve 95% of statistical problems2. Linear regression vs. Statistical tests ⚔...

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Yury Zablotski

@yuzaR___

1 year

Transform Your Data Like a Pro with {tidyr} and Say Goodbye to Messy Data! #rstats #statistics #dataanalysis #stats #datascience #r4ds #r #posit #RStudio

Transform Your Data Like a Pro with {tidyr} and Say Goodbye to Messy...

Every data scientist dreams of creating beautiful visualizations, conducting complex modeling, and diving into machine learning methods. However, most of the...

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Yury Zablotski

@yuzaR___

1 year

As a beginner, I thought that statistics 📊📈 was the only way to be more certain about something I didn't know before. But the more I understand stats, the more I believe that statistics is the only way to be less certain about something I thought I already knew 🤔😂 #stats

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Yury Zablotski

@yuzaR___

4 years

How to create a blog or a website in R with {Distill} package and continuously deploy with Github and Netlify: #rstats #datascience

How to create a blog or a website in R with {Distill} & continuously...

Continuous deployment is cool! But the path there can be a little prickly. This path may take a couple of hours or days (in my case 🙈). But, once there, you...

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Yury Zablotski

@yuzaR___

3 years

Need Repeated Measures ANOVA (One-Way) in R? Here is 7 min demo on How to Conduct, Visualise, Interpret & more 😉 #rstats #statistics #clearlyexplained #datascience #dataanalysis #forbeginners #stats #r4ds

R demo | Repeated Measures ANOVA (One-Way) | How to Conduct, Visual...

In this video, we'll learn how to conduct, visualize and interpret Repeated Measures ANOVA using only one simple function "ggwithinstats()":If you only want ...

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Yury Zablotski

@yuzaR___

11 months

One of the statistical questions that is perplexing me is: How should one handle percentage data as a response variable? What tests and models are suitable for uni- and multivariable analyses? What if you have some zeros, or even ones? #Stats #rstats #Statistics #DataScience

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Yury Zablotski

@yuzaR___

2 years

Blog-Post: fancy ANOVA in R (One-Way) | Fisher’s, Welch’s, Bayesian, Robust | Check assumptions, conduct, visualise, interpret & more 😉 {ggbetweenstats} => {ggstatsplot}📦 by @patilindrajeets #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

3 years

Need Paired t-Test in R? The best way IMO is {ggwithinstats} function from {ggstatsplot}📦 by @patilindrajeets . Here is 6 min Demo on how to Conduct, Visualise, Interpret & More 😉 #rstats #clearlyexplained #datascience #dataanalysis #stats #r4ds

R demo | Paired Samples t-Test | How to conduct, visualise and...

In this video, we'll learn how to produce this statistically rich plot you see on the thumbnail using only one simple command, how to interpret all the resul...

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Yury Zablotski

@yuzaR___

2 years

New Blog-Post on How to Squeeze Hidden Knowledge out of Models with {emmeans} - Game-Changing R package📦. I stopped using “summary(model)” completely! Say hello to new discoveries! #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

3 months

I forgot to add this to Less Code, More Results 💪 # see effect-size effectsize::eta_squared(m) # see variable (category) importance vip::vip(m) # check model quality performance::performance(m) #rstats #statistics #dataanalysis #stats #datascience #r4ds

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Yury Zablotski

@yuzaR___

11 months

@andreaslaffert Is that ironic? Because I did not find them useful for tables and plots at all. What I find useful in everyday life are {gtsummary} and {sjPlot} packages for tables and plots respectively! Can't work without them anymore.

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Yury Zablotski

@yuzaR___

3 years

Student’s & Welch’s t-Test in R? The best way (IMO) is {ggbetweenstats} function from {ggstatsplot}📦by @patilindrajeets . Here is 8 min demo on how to Conduct, Visualise, Interpret & more 😉 #rstats #statistics #dataanalysis #stats #datascience #r4ds

R demo | Two-Samples t-Test | Student’s & Welch’s | How to conduct,...

Where can we get more money, working in a factory or in the IT-industry? Two-samples t-test will answer this question. So, let’s learn (1) how to make sure w...

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Yury Zablotski

@yuzaR___

4 years

Already using easystats regularly. The packages are amazing! Thanks to all the developers!