Statistics Globe<p>Using dplyr and ggplot2 in R can significantly streamline your data analysis process, making it easier to work with complex data sets.</p><p>I have created a video tutorial in collaboration with Albert Rapp, where I demonstrate how to do this in practice: <a href="https://www.youtube.com/watch?v=EKISB0gnue4" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/watch?v=EKISB0gnue4</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>coding</span></a> <a href="https://mastodon.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datavisualization</span></a> <a href="https://mastodon.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://mastodon.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataviz</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</span></a> <a href="https://mastodon.social/tags/datastructure" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datastructure</span></a> <a href="https://mastodon.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://mastodon.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bigdata</span></a> <a href="https://mastodon.social/tags/tidyverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidyverse</span></a></p>
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Statistics Globe<p>Final reminder that registration for all Statistics Globe online courses closes today and won’t reopen until the end of July.</p><p>You can find all courses here: <a href="https://statisticsglobe.com/courses" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">statisticsglobe.com/courses</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statistics</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/rasts" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rasts</span></a> <a href="https://mastodon.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataviz</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a></p>
Europe Says<p><a href="https://www.europesays.com/2108264/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">europesays.com/2108264/</span><span class="invisible"></span></a> A visualization system for intelligent diagnosis and statistical analysis of oral diseases based on panoramic radiography <a href="https://pubeurope.com/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://pubeurope.com/tags/dentistry" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dentistry</span></a> <a href="https://pubeurope.com/tags/diagnosis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>diagnosis</span></a> <a href="https://pubeurope.com/tags/HealthCare" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HealthCare</span></a> <a href="https://pubeurope.com/tags/HumanitiesAndSocialSciences" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HumanitiesAndSocialSciences</span></a> <a href="https://pubeurope.com/tags/MathematicsAndComputing" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MathematicsAndComputing</span></a> <a href="https://pubeurope.com/tags/MedicalImaging" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MedicalImaging</span></a> <a href="https://pubeurope.com/tags/multidisciplinary" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multidisciplinary</span></a> <a href="https://pubeurope.com/tags/OralDisease" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OralDisease</span></a> <a href="https://pubeurope.com/tags/PanoramicRadiography" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PanoramicRadiography</span></a> <a href="https://pubeurope.com/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a> <a href="https://pubeurope.com/tags/StatisticalAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>StatisticalAnalysis</span></a> <a href="https://pubeurope.com/tags/VisualizationSystem" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VisualizationSystem</span></a></p>
Statistics Globe<p>When handling missing values, selecting an imputation method that balances simplicity, variability, and accuracy is essential. Deterministic Regression, Stochastic Regression, and Predictive Mean Matching (PMM) are three widely used methods, each with strengths and limitations depending on the data's structure.</p><p>The attached plot compares these methods using a non-linear data example.</p><p>Tutorial: <a href="https://statisticsglobe.com/predictive-mean-matching-imputation-method/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/predictive</span><span class="invisible">-mean-matching-imputation-method/</span></a>.</p><p>More: <a href="http://eepurl.com/gH6myT" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">http://</span><span class="">eepurl.com/gH6myT</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/database" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>database</span></a></p>
Statistics Globe<p>Creating publication-ready plots in R is easier than ever with ggpubr. This extension for ggplot2 simplifies the process of generating clean and professional graphics, especially for exploratory data analysis and reporting.</p><p>The attached visual, which I created using ggpubr, demonstrates its versatility.</p><p>Additional information: <a href="https://statisticsglobe.com/online-course-data-visualization-ggplot2-r" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-cou</span><span class="invisible">rse-data-visualization-ggplot2-r</span></a></p><p><a href="https://mastodon.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bigdata</span></a> <a href="https://mastodon.social/tags/visualanalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>visualanalytics</span></a> <a href="https://mastodon.social/tags/tidyverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidyverse</span></a> <a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>programming</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datavisualization</span></a> <a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</span></a> <a href="https://mastodon.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a> <a href="https://mastodon.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a></p>
Statistics Globe<p>Making your data analysis more insightful and informative is effortless with ggstatsplot. This powerful ggplot2 extension in R combines statistical analysis and data visualization in a single workflow, helping you generate plots that include statistical summaries directly on the visualizations.</p><p>The attached visual, which I created using ggstatsplot, showcases its capabilities.</p><p>Learn more: <a href="https://statisticsglobe.com/online-course-data-visualization-ggplot2-r" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-cou</span><span class="invisible">rse-data-visualization-ggplot2-r</span></a></p><p><a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>programming</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datavisualization</span></a> <a href="https://mastodon.social/tags/dataanalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataanalytics</span></a></p>
Statistics Globe<p>Today is the final day to register for my courses before a 3-month break with no new enrollments, and your last chance to get a 33% discount.</p><p>Here are the courses you can join: <a href="https://statisticsglobe.com/courses" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">statisticsglobe.com/courses</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statistics</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataviz</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a></p>
Statistics Globe<p>If you're still using raw R outputs for presentations, it's time for an upgrade! Tools like gtsummary bring your statistical results to life, making them much more digestible for non-technical audiences.</p><p>The visualization included here was originally shared in a post by Dr. Alexander Krannich. Thanks to Alexander for inspiring me to create this post.</p><p>More details are available at this link: <a href="http://eepurl.com/gH6myT" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">http://</span><span class="">eepurl.com/gH6myT</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://mastodon.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bigdata</span></a> <a href="https://mastodon.social/tags/coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>coding</span></a></p>
Statistics Globe<p>To give you a sneak peek into my courses, I’ve just published a free video on YouTube that walks through a complete data project in R.</p><p>Watch the video here: <a href="https://www.youtube.com/watch?v=l2OgRdofp90" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/watch?v=l2OgRdofp90</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statistics</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataviz</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/pca" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pca</span></a></p>
Statistics Globe<p>Working with text in ggplot2 plots can be a mess, especially when dealing with overlapping labels, busy backgrounds, or the need for custom formatting. Thankfully, several powerful ggplot2 extensions make text manipulation and annotation much easier and more effective.</p><p>With these tools, text in ggplot2 becomes much more manageable and visually appealing. </p><p><a href="https://mastodon.social/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ggplot2</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</span></a> <a href="https://mastodon.social/tags/visualanalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>visualanalytics</span></a> <a href="https://mastodon.social/tags/rstudio" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstudio</span></a> <a href="https://mastodon.social/tags/tidyverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>tidyverse</span></a> <a href="https://mastodon.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datavisualization</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a></p>
Statistics Globe<p>In missing data imputation, it is crucial to compare the distributions of imputed values against the observed data to better understand the structure of the imputed values.</p><p>The visualization below can be generated using the following R code:</p><p>library(mice)<br>my_imp <- mice(boys)<br>densityplot(my_imp)</p><p>Take a look here for more details: <a href="https://statisticsglobe.com/online-workshop-missing-data-imputation-r" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-wor</span><span class="invisible">kshop-missing-data-imputation-r</span></a></p><p><a href="https://mastodon.social/tags/datastructure" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datastructure</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/dataanalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataanalytics</span></a> <a href="https://mastodon.social/tags/visualanalytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>visualanalytics</span></a> <a href="https://mastodon.social/tags/pythoncoding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythoncoding</span></a> <a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</span></a> <a href="https://mastodon.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datavisualization</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a></p>
Statistics Globe<p>Avoiding text overlap in plots is essential for clarity, and R offers a great solution with the ggplot2 and ggrepel packages. By automatically repositioning labels, ggrepel keeps your plot clean and easy to interpret.</p><p>Video: <a href="https://www.youtube.com/watch?v=5lu4h_CPhi0" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/watch?v=5lu4h_CPhi0</span><span class="invisible"></span></a><br>Website: <a href="https://statisticsglobe.com/avoid-overlap-text-labels-ggplot2-plot-r" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/avoid-over</span><span class="invisible">lap-text-labels-ggplot2-plot-r</span></a></p><p>Take a look here for more details: <a href="https://statisticsglobe.com/online-course-data-visualization-ggplot2-r" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-cou</span><span class="invisible">rse-data-visualization-ggplot2-r</span></a></p><p><a href="https://mastodon.social/tags/pythonprogramminglanguage" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonprogramminglanguage</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/datastructure" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datastructure</span></a> <a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>package</span></a> <a href="https://mastodon.social/tags/rstudio" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstudio</span></a></p>
Europe Says<p><a href="https://www.europesays.com/1760442/" rel="nofollow noopener" target="_blank"><span class="invisible">https://www.</span><span class="">europesays.com/1760442/</span><span class="invisible"></span></a> Statistical and data visualization techniques to study the role of one-electron in the energy of neutral and charged clusters of Na39 <a href="https://pubeurope.com/tags/Clustering" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Clustering</span></a> <a href="https://pubeurope.com/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://pubeurope.com/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataVisualization</span></a> <a href="https://pubeurope.com/tags/DensityFunctionalTheory" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DensityFunctionalTheory</span></a> <a href="https://pubeurope.com/tags/Energy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Energy</span></a> <a href="https://pubeurope.com/tags/HumanitiesAndSocialSciences" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HumanitiesAndSocialSciences</span></a> <a href="https://pubeurope.com/tags/multidisciplinary" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multidisciplinary</span></a> <a href="https://pubeurope.com/tags/Regression" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Regression</span></a> <a href="https://pubeurope.com/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a> <a href="https://pubeurope.com/tags/SodiumCluster" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SodiumCluster</span></a> <a href="https://pubeurope.com/tags/StatisticalAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>StatisticalAnalysis</span></a> <a href="https://pubeurope.com/tags/StatisticalPhysics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>StatisticalPhysics</span></a> <a href="https://pubeurope.com/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statistics</span></a> <a href="https://pubeurope.com/tags/TimeSeries" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TimeSeries</span></a></p>
Alex Verbeek<p>How Statistical Analysis is Reshaping Prairie Dog Science</p><p>➡️ <a href="https://theplanet.substack.com/p/how-statistical-analysis-is-reshaping" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">theplanet.substack.com/p/how-s</span><span class="invisible">tatistical-analysis-is-reshaping</span></a></p><p><a href="https://mastodon.social/tags/prairiedogs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>prairiedogs</span></a> <a href="https://mastodon.social/tags/yesJMPcan" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>yesJMPcan</span></a> @JMP_software <a href="https://mastodon.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/science" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>science</span></a></p>
SleepyCattenHelp with statistical analysis of E2 trough results for a friend, whose pmol/L per mg is steadily increasing
Statistics Globe<p>A few days ago, the Statistics Globe YouTube channel reached 30K subscribers (see here: <a href="https://www.youtube.com/c/statisticsglobe" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">youtube.com/c/statisticsglobe</span><span class="invisible"></span></a>)!</p><p>To celebrate this milestone, I've launched a 3-day promotion offering a 33% discount on all my courses, with only 24 hours left. The promotion ends tomorrow, Friday, at 3:33 pm GMT+2: <a href="https://statisticsglobe.com/courses" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">statisticsglobe.com/courses</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://mastodon.social/tags/python" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>python</span></a> <a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statistics</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/rstudio" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstudio</span></a> <a href="https://mastodon.social/tags/datamanipulation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datamanipulation</span></a> <a href="https://mastodon.social/tags/pca" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pca</span></a> <a href="https://mastodon.social/tags/youtube" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>youtube</span></a></p>
Statistics Globe<p>Hypothesis testing is a key statistical method that allows us to draw conclusions about populations based on sample data. Choosing the right test is essential for obtaining accurate and reliable results.</p><p>Interested in learning more? Check out my online course on Statistical Methods in R, starting September 9, 2024, where we dive deeper into hypothesis testing and other key statistical methods: <a href="https://statisticsglobe.com/online-course-statistical-methods-r" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-cou</span><span class="invisible">rse-statistical-methods-r</span></a></p><p><a href="https://mastodon.social/tags/database" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>database</span></a> <a href="https://mastodon.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rprogramming</span></a> <a href="https://mastodon.social/tags/pythonprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonprogramming</span></a> <a href="https://mastodon.social/tags/StatisticalAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>StatisticalAnalysis</span></a> <a href="https://mastodon.social/tags/Coding" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Coding</span></a></p>
Statistics Globe<p>The Kruskal-Wallis test is a non-parametric method used to determine if there are statistically significant differences in the distributions of three or more independent groups based on ranks. Unlike ANOVA, it does not assume a normal distribution, making it versatile for analyzing non-normally distributed data sets. </p><p>Visualization: <a href="https://en.wikipedia.org/wiki/Kruskal%E2%80%93Wallis_test#/media/File:Difference_between_ANOVA_and_KW_test.png" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">en.wikipedia.org/wiki/Kruskal%</span><span class="invisible">E2%80%93Wallis_test#/media/File:Difference_between_ANOVA_and_KW_test.png</span></a></p><p>Consider joining my online course: <a href="https://statisticsglobe.com/online-course-statistical-methods-r" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-cou</span><span class="invisible">rse-statistical-methods-r</span></a></p><p><a href="https://mastodon.social/tags/StatisticalAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>StatisticalAnalysis</span></a> <a href="https://mastodon.social/tags/datastructure" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datastructure</span></a> <a href="https://mastodon.social/tags/Package" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Package</span></a> <a href="https://mastodon.social/tags/pythonforbeginners" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>pythonforbeginners</span></a> <a href="https://mastodon.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>RStats</span></a></p>
Statistics Globe<p>My Statistical Methods in R course kicked off yesterday, and we now have a group of 71 participants! I always find it interesting to analyze the group's statistics, so I wanted to share them with you.</p><p>Here are a few highlights:</p><p>- Total participants: 71<br>- Number of countries represented: 26<br>- Top 3 countries: USA (20), United Kingdom (11), Australia (7)</p><p>If you’d like to join, it’s still possible to enroll: <a href="https://statisticsglobe.com/online-course-statistical-methods-r" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-cou</span><span class="invisible">rse-statistical-methods-r</span></a></p><p><a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rstats</span></a> <a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statistics</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dataviz</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a></p>
Statistics Globe<p>Hypothesis testing is a key statistical method that allows us to draw conclusions about populations based on sample data. Choosing the right test is essential for obtaining accurate and reliable results.</p><p>Interested in learning more? Check out my online course on Statistical Methods in R, starting September 9, 2024, where we dive deeper into hypothesis testing and other key statistical methods.</p><p>Take a look here for more details: <a href="https://statisticsglobe.com/online-course-statistical-methods-r" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">statisticsglobe.com/online-cou</span><span class="invisible">rse-statistical-methods-r</span></a></p><p><a href="https://mastodon.social/tags/StatisticalAnalysis" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>StatisticalAnalysis</span></a> <a href="https://mastodon.social/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a> <a href="https://mastodon.social/tags/statistical" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>statistical</span></a></p>
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