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#statisticalanalysis

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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 noreferrer" 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 noreferrer" target="_blank">#<span>rstats</span></a> <a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistics</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataviz</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" 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 noreferrer" 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 noreferrer" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/rprogramming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rprogramming</span></a> <a href="https://mastodon.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bigdata</span></a> <a href="https://mastodon.social/tags/coding" class="mention hashtag" rel="nofollow noopener noreferrer" 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 noreferrer" 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 noreferrer" target="_blank">#<span>rstats</span></a> <a href="https://mastodon.social/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistics</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/dataviz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataviz</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/pca" class="mention hashtag" rel="nofollow noopener noreferrer" 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 noreferrer" target="_blank">#<span>ggplot2</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>package</span></a> <a href="https://mastodon.social/tags/visualanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>visualanalytics</span></a> <a href="https://mastodon.social/tags/rstudio" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstudio</span></a> <a href="https://mastodon.social/tags/tidyverse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tidyverse</span></a> <a href="https://mastodon.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datavisualization</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datascience</span></a></p>
Harry Wilson<p>Effective Data Analysis Techniques for Dissertation Writing</p><p>Mastering data analysis is key to a successful dissertation! From planning and preparing data to choosing the right methods and tools, it's all about accuracy and insight. Need help? Expert writing services like <span class="h-card" translate="no"><a href="https://mastodon.social/@SharkPapers" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>SharkPapers</span></a></span>, <span class="h-card" translate="no"><a href="https://mastodon.social/@MyPerfectPaper" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>MyPerfectPaper</span></a></span>, and @CollegeEssayOrg have got you covered. <a href="https://mastodon.social/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataAnalysis</span></a> <a href="https://mastodon.social/tags/DissertationWriting" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DissertationWriting</span></a> <a href="https://mastodon.social/tags/AcademicSuccess" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AcademicSuccess</span></a> <a href="https://mastodon.social/tags/Research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Research</span></a> <a href="https://mastodon.social/tags/StatisticalAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>StatisticalAnalysis</span></a> <a href="https://mastodon.social/tags/QualitativeResearch" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>QualitativeResearch</span></a> </p><p><a href="https://www.friendbookmark.com/blogpost/50827/effective-data-analysis-techniques-for-dissertation-writing" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">friendbookmark.com/blogpost/50</span><span class="invisible">827/effective-data-analysis-techniques-for-dissertation-writing</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 &lt;- 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 noreferrer" 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 noreferrer" target="_blank">#<span>datastructure</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/dataanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataanalytics</span></a> <a href="https://mastodon.social/tags/visualanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>visualanalytics</span></a> <a href="https://mastodon.social/tags/pythoncoding" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>pythoncoding</span></a> <a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>package</span></a> <a href="https://mastodon.social/tags/datavisualization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datavisualization</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" 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 noreferrer" 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 noreferrer" 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 noreferrer" 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 noreferrer" target="_blank">#<span>pythonprogramminglanguage</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/datastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datastructure</span></a> <a href="https://mastodon.social/tags/package" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>package</span></a> <a href="https://mastodon.social/tags/rstudio" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rstudio</span></a></p>
Europe Says<p><a href="https://www.europesays.com/1760442/" rel="nofollow noopener noreferrer" 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 noreferrer" target="_blank">#<span>Clustering</span></a> <a href="https://pubeurope.com/tags/Data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Data</span></a> <a href="https://pubeurope.com/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataVisualization</span></a> <a href="https://pubeurope.com/tags/DensityFunctionalTheory" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DensityFunctionalTheory</span></a> <a href="https://pubeurope.com/tags/Energy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Energy</span></a> <a href="https://pubeurope.com/tags/HumanitiesAndSocialSciences" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HumanitiesAndSocialSciences</span></a> <a href="https://pubeurope.com/tags/multidisciplinary" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>multidisciplinary</span></a> <a href="https://pubeurope.com/tags/Regression" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Regression</span></a> <a href="https://pubeurope.com/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>science</span></a> <a href="https://pubeurope.com/tags/SodiumCluster" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SodiumCluster</span></a> <a href="https://pubeurope.com/tags/StatisticalAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>StatisticalAnalysis</span></a> <a href="https://pubeurope.com/tags/StatisticalPhysics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>StatisticalPhysics</span></a> <a href="https://pubeurope.com/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistics</span></a> <a href="https://pubeurope.com/tags/TimeSeries" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TimeSeries</span></a></p>
khushnuma<p>How to Track Your Business’s ROI with Data Analytics: A Complete Guide</p><p><a href="https://mastodon.social/tags/DataAnalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataAnalytics</span></a> <a href="https://mastodon.social/tags/ROI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ROI</span></a> <a href="https://mastodon.social/tags/BusinessIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BusinessIntelligence</span></a> <a href="https://mastodon.social/tags/SmartDecisions" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SmartDecisions</span></a> <a href="https://mastodon.social/tags/DataDriven" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataDriven</span></a> <a href="https://mastodon.social/tags/BusinessStrategy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BusinessStrategy</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/StatisticalAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>StatisticalAnalysis</span></a> </p><p>Read more: <a href="https://kyalu.in/how-to-track-your-businesss-roi-with-data-analytics-a-complete-guide" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">kyalu.in/how-to-track-your-bus</span><span class="invisible">inesss-roi-with-data-analytics-a-complete-guide</span></a></p>
khushnuma<p>Top Skills Every Data Analyst Needs to Master</p><p><a href="https://mastodon.social/tags/DataAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataAnalysis</span></a> <a href="https://mastodon.social/tags/DataVisualization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataVisualization</span></a> <a href="https://mastodon.social/tags/SQL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>SQL</span></a> <a href="https://mastodon.social/tags/Excel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Excel</span></a> <a href="https://mastodon.social/tags/DataCleaning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataCleaning</span></a> <a href="https://mastodon.social/tags/StatisticalAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>StatisticalAnalysis</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/DataMining" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataMining</span></a> <a href="https://mastodon.social/tags/Python" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Python</span></a> <a href="https://mastodon.social/tags/RProgramming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RProgramming</span></a> <a href="https://mastodon.social/tags/DataModeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataModeling</span></a> <a href="https://mastodon.social/tags/BusinessIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BusinessIntelligence</span></a> </p><p>read more: <a href="https://techlatestblog.weebly.com/blog/top-skills-every-data-analyst-needs-to-master" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techlatestblog.weebly.com/blog</span><span class="invisible">/top-skills-every-data-analyst-needs-to-master</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 noreferrer" 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 noreferrer" target="_blank">#<span>prairiedogs</span></a> <a href="https://mastodon.social/tags/yesJMPcan" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>yesJMPcan</span></a> @JMP_software <a href="https://mastodon.social/tags/data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>data</span></a> <a href="https://mastodon.social/tags/statisticalanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statisticalanalysis</span></a> <a href="https://mastodon.social/tags/science" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>science</span></a></p>
SleepyCatten<p>Hey folks</p><p>A friend of ours has been experiencing something odd that we've not seen before:</p><ul><li>Her estradiol (E2) pmol/L per mg level has been gradually rising over the last 305 days.</li></ul><p>... and we lack the understanding of statistical analysis to be able to analyse it properly 😞</p><p>All injections were done weekly, using estradiol enanthate compounded at 40 mg/mL from the same homebrewer.</p><p>We don't think markdown tables work in Glitch-SOC, so here's all the data we have in a non-tabular form.</p><blockquote><p>Date: 2023-12-28<br>Volume: 0.13 mL<br>Dose: 5.2 mg<br>Trough: 724 pmpl/L<br>Pmol/L per mg: ~139</p><p>Date: 2024-03-26<br>Volume: 0.17 mL<br>Dose: 6.8 mg<br>Trough: 1272 pmpl/L<br>Pmol/L per mg: ~187</p><p>Date: 2024-10-28<br>Volume: 0.16 mL<br>Dose: 6.4 mg<br>Trough: 2491 pmpl/L<br>Pmol/L per mg: ~272</p></blockquote><p>We're not sure how to use the data to model how to get her pmol/L per mg stable, rather than steadily increasing.</p><p>The desired aim is to keep her pmol/L trough roughly between 750 to 900 pmol/L, without it increasing steadily over time.</p><p>We think this might mean moving to a 8-10 day injection cycle and a lower dose (0.10 to 0.12 mL; 4 to 4.8 mg), but we are not sure how to do it.</p><p>Can anyone help us out here? :PleadingFace: </p><p><a href="https://cultofshiv.wtf/tags/DIYHRT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DIYHRT</span></a> <a href="https://cultofshiv.wtf/tags/OpenHRT" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>OpenHRT</span></a> <a href="https://cultofshiv.wtf/tags/injections" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>injections</span></a> <a href="https://cultofshiv.wtf/tags/TransFem" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>TransFem</span></a> <a href="https://cultofshiv.wtf/tags/StatisticalAnalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>StatisticalAnalysis</span></a> <a href="https://cultofshiv.wtf/tags/statistics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistics</span></a> <a href="https://cultofshiv.wtf/tags/AskFedi" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>AskFedi</span></a> <a href="https://cultofshiv.wtf/tags/trans" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>trans</span></a> <a href="https://cultofshiv.wtf/tags/transgender" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>transgender</span></a> <a href="https://cultofshiv.wtf/tags/estradiol" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>estradiol</span></a> <a href="https://cultofshiv.wtf/tags/queer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>queer</span></a> <a href="https://cultofshiv.wtf/tags/LGBTQ" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LGBTQ</span></a>+ <a href="https://cultofshiv.wtf/tags/LGBTQIA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>LGBTQIA</span></a>+ <a href="https://cultofshiv.wtf/tags/simulation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>simulation</span></a> <a href="https://cultofshiv.wtf/tags/maths" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>maths</span></a></p>
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