ℵ₀ 🏳️⚧️🏴☠️<p><a href="https://www.science.org/doi/10.1126/science.adq7055" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">science.org/doi/10.1126/scienc</span><span class="invisible">e.adq7055</span></a></p><p><a href="https://mastodon.social/tags/Whale" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Whale</span></a> song shows <a href="https://mastodon.social/tags/language" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>language</span></a>-like <a href="https://mastodon.social/tags/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> <a href="https://mastodon.social/tags/structure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>structure</span></a></p><p><a href="https://research-portal.st-andrews.ac.uk/files/314597589/Arnon_2024_Science_Whale-song-language_CCBY_AAM.pdf" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">research-portal.st-andrews.ac.</span><span class="invisible">uk/files/314597589/Arnon_2024_Science_Whale-song-language_CCBY_AAM.pdf</span></a></p><p><a href="https://mastodon.social/tags/zipfslaw" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>zipfslaw</span></a></p>
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aéPiot<p>Statistical Classification of Economic Activities in the European Community - aéPiot</p><p><a href="https://mastodon.social/tags/Statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Statistical</span></a> <a href="https://mastodon.social/tags/Classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Classification</span></a> <a href="https://mastodon.social/tags/Economic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Economic</span></a> <a href="https://mastodon.social/tags/Activities" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Activities</span></a> <a href="https://mastodon.social/tags/European" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>European</span></a> <a href="https://mastodon.social/tags/Community" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Community</span></a> <a href="https://mastodon.social/tags/a%C3%A9Piot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>aéPiot</span></a></p><p><a href="https://aepiot.com/?limit=1&language=en&query=Statistical+Classification+of+Economic+Activities+in+the+European+Community" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">aepiot.com/?limit=1&language=e</span><span class="invisible">n&query=Statistical+Classification+of+Economic+Activities+in+the+European+Community</span></a></p>
aéPiot<p>Statistical Classification of Economic Activities in the European Community - aéPiot</p><p><a href="https://mastodon.social/tags/Statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Statistical</span></a> <a href="https://mastodon.social/tags/Classification" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Classification</span></a> <a href="https://mastodon.social/tags/Economic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Economic</span></a> <a href="https://mastodon.social/tags/Activities" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Activities</span></a> <a href="https://mastodon.social/tags/European" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>European</span></a> <a href="https://mastodon.social/tags/Community" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Community</span></a> <a href="https://mastodon.social/tags/a%C3%A9Piot" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>aéPiot</span></a></p><p><a href="https://aepiot.com/?limit=1&language=en&query=Statistical+Classification+of+Economic+Activities+in+the+European+Community" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">aepiot.com/?limit=1&language=e</span><span class="invisible">n&query=Statistical+Classification+of+Economic+Activities+in+the+European+Community</span></a></p>
Elijax (Elia Andrea Corazza)<p><a href="https://elijax.bandcamp.com/album/intersections" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">elijax.bandcamp.com/album/inte</span><span class="invisible">rsections</span></a></p><p>INTERSECTIONS. Same piece with different <a href="https://mas.to/tags/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> notes. <a href="https://mas.to/tags/ambient" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ambient</span></a> <a href="https://mas.to/tags/sound" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sound</span></a></p><p>Use the code<br>more<br>at checkout to have 95% discount on everything.</p><p><span class="h-card" translate="no"><a href="https://a.gup.pe/u/electronicmusic" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>electronicmusic</span></a></span></p><p><a href="https://mas.to/tags/music" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>music</span></a> <a href="https://mas.to/tags/electronic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electronic</span></a> <a href="https://mas.to/tags/experimental" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>experimental</span></a> <a href="https://mas.to/tags/sample" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sample</span></a> <a href="https://mas.to/tags/discount" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>discount</span></a> <a href="https://mas.to/tags/artist" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>artist</span></a> <a href="https://mas.to/tags/Bowie" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Bowie</span></a> <a href="https://mas.to/tags/eltonjohn" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>eltonjohn</span></a> <a href="https://mas.to/tags/electronicmusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electronicmusic</span></a> <a href="https://mas.to/tags/saturdayvibes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>saturdayvibes</span></a><br><a href="https://mas.to/tags/Elijax" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Elijax</span></a> <a href="https://mas.to/tags/indiemusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>indiemusic</span></a> <a href="https://mas.to/tags/experimental" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>experimental</span></a> <a href="https://mas.to/tags/electronica" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electronica</span></a> <a href="https://mas.to/tags/beat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>beat</span></a> <a href="https://mas.to/tags/bandcamp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bandcamp</span></a> <a href="https://mas.to/tags/BandcampFriday" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BandcampFriday</span></a> <a href="https://mas.to/tags/fedimusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>fedimusic</span></a> <a href="https://mas.to/tags/Fediverse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Fediverse</span></a> <a href="https://mas.to/tags/fedimusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>fedimusic</span></a> <a href="https://mas.to/tags/mastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mastodon</span></a> <a href="https://mas.to/tags/mastomusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mastomusic</span></a></p>
💧🌏 Greg Cocks<p>Grfin Tools—User Guide And Methods For Modeling Landslide Runout And Debris-Flow Growth And Inundation<br />--<br /><a href="https://pubs.usgs.gov/publication/tm14A3" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">pubs.usgs.gov/publication/tm14</span><span class="invisible">A3</span></a> <-- shared USGS publication<br />--<br /><a href="https://code.usgs.gov/grfintools/grfintools" target="_blank" rel="nofollow noopener noreferrer" translate="no"><span class="invisible">https://</span><span class="ellipsis">code.usgs.gov/grfintools/grfin</span><span class="invisible">tools</span></a> <-- shared USGS software release<br />--<br />H/T Jonathan Perkins USGS<br />[ another open source resource for everyone from the USGS ~smile~ ]<br /><a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="tag">#<span>GIS</span></a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="tag">#<span>spatial</span></a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="tag">#<span>mapping</span></a> <a href="https://techhub.social/tags/opensource" class="mention hashtag" rel="tag">#<span>opensource</span></a> <a href="https://techhub.social/tags/openlibrary" class="mention hashtag" rel="tag">#<span>openlibrary</span></a> <a href="https://techhub.social/tags/Grfin" class="mention hashtag" rel="tag">#<span>Grfin</span></a> <a href="https://techhub.social/tags/software" class="mention hashtag" rel="tag">#<span>software</span></a> <a href="https://techhub.social/tags/package" class="mention hashtag" rel="tag">#<span>package</span></a> <a href="https://techhub.social/tags/regional" class="mention hashtag" rel="tag">#<span>regional</span></a> <a href="https://techhub.social/tags/debrisflow" class="mention hashtag" rel="tag">#<span>debrisflow</span></a> <a href="https://techhub.social/tags/engineeringgeology" class="mention hashtag" rel="tag">#<span>engineeringgeology</span></a> <a href="https://techhub.social/tags/geology" class="mention hashtag" rel="tag">#<span>geology</span></a> <a href="https://techhub.social/tags/inundation" class="mention hashtag" rel="tag">#<span>inundation</span></a> <a href="https://techhub.social/tags/spatialanalysis" class="mention hashtag" rel="tag">#<span>spatialanalysis</span></a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="tag">#<span>spatiotemporal</span></a> <a href="https://techhub.social/tags/geophysics" class="mention hashtag" rel="tag">#<span>geophysics</span></a> <a href="https://techhub.social/tags/geophysical" class="mention hashtag" rel="tag">#<span>geophysical</span></a> <a href="https://techhub.social/tags/massmovement" class="mention hashtag" rel="tag">#<span>massmovement</span></a> <a href="https://techhub.social/tags/landslide" class="mention hashtag" rel="tag">#<span>landslide</span></a> <a href="https://techhub.social/tags/lahar" class="mention hashtag" rel="tag">#<span>lahar</span></a> <a href="https://techhub.social/tags/volcano" class="mention hashtag" rel="tag">#<span>volcano</span></a> <a href="https://techhub.social/tags/rock" class="mention hashtag" rel="tag">#<span>rock</span></a> <a href="https://techhub.social/tags/avalanche" class="mention hashtag" rel="tag">#<span>avalanche</span></a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="tag">#<span>model</span></a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="tag">#<span>modeling</span></a> <a href="https://techhub.social/tags/statistical" class="mention hashtag" rel="tag">#<span>statistical</span></a> <a href="https://techhub.social/tags/geostatistics" class="mention hashtag" rel="tag">#<span>geostatistics</span></a> <a href="https://techhub.social/tags/water" class="mention hashtag" rel="tag">#<span>water</span></a> <a href="https://techhub.social/tags/hydrology" class="mention hashtag" rel="tag">#<span>hydrology</span></a> <a href="https://techhub.social/tags/downstream" class="mention hashtag" rel="tag">#<span>downstream</span></a> <a href="https://techhub.social/tags/elevation" class="mention hashtag" rel="tag">#<span>elevation</span></a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="tag">#<span>remotesensing</span></a> <a href="https://techhub.social/tags/DEM" class="mention hashtag" rel="tag">#<span>DEM</span></a> <a href="https://techhub.social/tags/flow" class="mention hashtag" rel="tag">#<span>flow</span></a> <a href="https://techhub.social/tags/runout" class="mention hashtag" rel="tag">#<span>runout</span></a> <a href="https://techhub.social/tags/risk" class="mention hashtag" rel="tag">#<span>risk</span></a> <a href="https://techhub.social/tags/hazard" class="mention hashtag" rel="tag">#<span>hazard</span></a> <a href="https://techhub.social/tags/tools" class="mention hashtag" rel="tag">#<span>tools</span></a> <a href="https://techhub.social/tags/slope" class="mention hashtag" rel="tag">#<span>slope</span></a> <a href="https://techhub.social/tags/erosion" class="mention hashtag" rel="tag">#<span>erosion</span></a> <a href="https://techhub.social/tags/drainage" class="mention hashtag" rel="tag">#<span>drainage</span></a> <a href="https://techhub.social/tags/network" class="mention hashtag" rel="tag">#<span>network</span></a> <a href="https://techhub.social/tags/channel" class="mention hashtag" rel="tag">#<span>channel</span></a> <a href="https://techhub.social/tags/channelisation" class="mention hashtag" rel="tag">#<span>channelisation</span></a> <a href="https://techhub.social/tags/userguide" class="mention hashtag" rel="tag">#<span>userguide</span></a> <br />@USGS</p>
JMLR<p>'Approximate Information Tests on Statistical Submanifolds', by Michael W. Trosset, Carey E. Priebe.</p><p><a href="http://jmlr.org/papers/v25/19-272.html" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">http://</span><span class="ellipsis">jmlr.org/papers/v25/19-272.htm</span><span class="invisible">l</span></a> <br> <br><a href="https://sigmoid.social/tags/likelihood" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>likelihood</span></a> <a href="https://sigmoid.social/tags/submodel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>submodel</span></a> <a href="https://sigmoid.social/tags/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a></p>
Laura aka LoboTC<p><a href="https://mastodon.world/tags/HumpbackWhale" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>HumpbackWhale</span></a> <a href="https://mastodon.world/tags/songs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>songs</span></a> have patterns that resemble <a href="https://mastodon.world/tags/human" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>human</span></a> <a href="https://mastodon.world/tags/language" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>language</span></a> – The <a href="https://mastodon.world/tags/sounds" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sounds</span></a> that make up humpback <a href="https://mastodon.world/tags/WhaleSongs" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>WhaleSongs</span></a> follow some of the same <a href="https://mastodon.world/tags/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> rules seen in human <a href="https://mastodon.world/tags/languages" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>languages</span></a>, which may be because of how they are learned <a href="https://www.newscientist.com/article/2467170-humpback-whale-songs-have-patterns-that-resemble-human-language/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">newscientist.com/article/24671</span><span class="invisible">70-humpback-whale-songs-have-patterns-that-resemble-human-language/</span></a></p>
Statistics Globe<p>When performing multiple imputation of missing data, it is essential to evaluate how the imputed values compare to the observed data.</p><p>The attached image, created with the bwplot() function, showcases how the distributions of observed and imputed values vary across different imputations for multiple variables.</p><p>I’ll be hosting an 8-week online workshop on Missing Data Imputation in R: <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/dataanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataanalytics</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/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> <a href="https://mastodon.social/tags/database" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>database</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/package" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>package</span></a></p>
Statistics Globe<p>I recently stumbled upon the gt package for R programming, a real game-changer for anyone looking to elevate their table game!</p><p>Developed by Richard Iannone and colleagues, it simplifies table creation, supporting a seamless workflow from data frames or tibbles to professional tables.</p><p>More info: <a href="https://gt.rstudio.com/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="">gt.rstudio.com/</span><span class="invisible"></span></a></p><p>More information: <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/data" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>data</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/dataanalytics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataanalytics</span></a> <a href="https://mastodon.social/tags/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a></p>
Python Job Support<p>what is statistical data analysis | step by step guide</p><p>what is statistical data analysis | step by step guide <a href="https://mastodon.social/tags/howto" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>howto</span></a> <a href="https://mastodon.social/tags/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> analysis <a href="https://mastodon.social/tags/dataanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>dataanalysis</span></a> ... source</p><p><a href="https://quadexcel.com/wp/what-is-statistical-data-analysis-step-by-step-guide/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">quadexcel.com/wp/what-is-stati</span><span class="invisible">stical-data-analysis-step-by-step-guide/</span></a></p>
Elijax (Elia Andrea Corazza)<p><a href="https://elijax.bandcamp.com/album/intersections" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">elijax.bandcamp.com/album/inte</span><span class="invisible">rsections</span></a></p><p>INTERSECTIONS. <a href="https://mas.to/tags/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> notes. <a href="https://mas.to/tags/ambient" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ambient</span></a> <a href="https://mas.to/tags/sound" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sound</span></a></p><p>Use the code<br>more<br>at checkout to have 95% discount on everything.</p><p><span class="h-card" translate="no"><a href="https://a.gup.pe/u/electronicmusic" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>electronicmusic</span></a></span></p><p><a href="https://mas.to/tags/music" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>music</span></a> <a href="https://mas.to/tags/electronic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electronic</span></a> <a href="https://mas.to/tags/experimental" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>experimental</span></a> <a href="https://mas.to/tags/sample" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sample</span></a> <a href="https://mas.to/tags/discount" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>discount</span></a> <a href="https://mas.to/tags/artist" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>artist</span></a> <a href="https://mas.to/tags/Bowie" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Bowie</span></a> <a href="https://mas.to/tags/eltonjohn" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>eltonjohn</span></a> <a href="https://mas.to/tags/electronicmusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electronicmusic</span></a> <a href="https://mas.to/tags/FridayVibes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FridayVibes</span></a> <a href="https://mas.to/tags/saturdayvibes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>saturdayvibes</span></a> <a href="https://mas.to/tags/sundayvibes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sundayvibes</span></a><br><a href="https://mas.to/tags/Elijax" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Elijax</span></a> <a href="https://mas.to/tags/indiemusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>indiemusic</span></a> <a href="https://mas.to/tags/experimental" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>experimental</span></a> <a href="https://mas.to/tags/electronica" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electronica</span></a> <a href="https://mas.to/tags/beat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>beat</span></a> <a href="https://mas.to/tags/bandcamp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bandcamp</span></a> <a href="https://mas.to/tags/BandcampFriday" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>BandcampFriday</span></a> <a href="https://mas.to/tags/fedimusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>fedimusic</span></a> <a href="https://mas.to/tags/tunefriday" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>tunefriday</span></a> <a href="https://mas.to/tags/Fediverse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Fediverse</span></a> <a href="https://mas.to/tags/fedimusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>fedimusic</span></a> <a href="https://mas.to/tags/mastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mastodon</span></a> <a href="https://mas.to/tags/mastomusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mastomusic</span></a></p>
Statistics Globe<p>Dimensionality reduction simplifies high-dimensional data while retaining its essential features. It’s a powerful tool for improving data analysis, visualization, and machine learning performance.</p><p>Image credit to Wikipedia: <a href="https://en.wikipedia.org/wiki/Dimensionality_reduction#/media/File:PCA_Projection_Illustration.gif" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">en.wikipedia.org/wiki/Dimensio</span><span class="invisible">nality_reduction#/media/File:PCA_Projection_Illustration.gif</span></a></p><p>I've developed an in-depth course on PCA theory and its application in R programming. Check out this link for more details: <a href="https://statisticsglobe.com/online-course-pca-theory-application-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-pca-theory-application-r</span></a></p><p><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/datastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datastructure</span></a> <a href="https://mastodon.social/tags/programming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>programming</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/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> <a href="https://mastodon.social/tags/bigdata" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bigdata</span></a></p>
Statistics Globe<p>Misinterpretation of correlation and causation is a common issue in data analysis. Correlation measures the strength and direction of a relationship between two variables, but it does not imply that one variable causes the other.</p><p>Consider the statement, "Dinosaurs didn't read. Now they are extinct."</p><p>For regular tips on data science, statistics, Python, and R programming, check out my free email newsletter: <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/analysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>analysis</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/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a></p>
Chuck Darwin<p>Krugman: <br>This is, by the way, [what] standard autocratic regimes are known for. </p><p>⭐️In some ways, among their first targets are <a href="https://c.im/tags/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> <a href="https://c.im/tags/agencies" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>agencies</span></a> because ➡️ they want the numbers to say what they want the numbers to say. </p><p>I’ve been at conferences in Asia where the Chinese government announces that the economy grew 5.3 percent. </p><p>And everyone at the conference asks not “why did the Chinese economy grow by 5.3 percent?” but “why did the Chinese government decide to say that it grew by 5.3 percent?” </p><p>⭐️The numbers are our political statements, not reality. </p><p>🆘And if I were a federal employee at the Bureau of Labor Statistics, <br>I would be extremely frightened; <br>quite quickly they’re going to be in the line of fire.</p><p>The last time around, back during the Obama years, when there was a lot of "inflation truthers" claiming that the inflation numbers were being manipulated to make it look like there was less inflation than there was. </p><p>❌Such accusations are always projections<br>—it’s what they would do, not what was actually happening. </p><p>We turned to various kinds of private sector independent measures of inflation, many of which were originally developed by economists in places like Argentina, <br>where manipulation of the data was standard so they developed their own ways to measure. </p><p>We’re going to be having to do that. </p><p>⚠️ My guess is by sometime next year, we’re going to be having to look at proxies for what’s actually happening to the economy, <br>possibly for what’s actually happening to crime, <br>because the official numbers are going to be corrupted.</p><p> <a href="https://c.im/tags/DataManipulation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>DataManipulation</span></a> <a href="https://c.im/tags/FakeFigures" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>FakeFigures</span></a></p>
Statistics Globe<p>In Bayesian inference, a credible interval is a range of values within which a parameter lies with a certain probability, given the observed data and prior beliefs. The image of this post (based on this Wikipedia image: <a href="https://en.wikipedia.org/wiki/Credible_interval#/media/File:Highest_posterior_density_interval.svg" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">en.wikipedia.org/wiki/Credible</span><span class="invisible">_interval#/media/File:Highest_posterior_density_interval.svg</span></a>) represents a 90% highest-density credible interval of a posterior probability distribution.</p><p>More details: <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/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> <a href="https://mastodon.social/tags/datasciencecourse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datasciencecourse</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/rprogramming" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>rprogramming</span></a> <a href="https://mastodon.social/tags/datastructure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>datastructure</span></a></p>
Knowledge Zone<p><a href="https://mstdn.social/tags/KnowledgeByte" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>KnowledgeByte</span></a>: A <a href="https://mstdn.social/tags/Statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Statistical</span></a> <a href="https://mstdn.social/tags/Distribution" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Distribution</span></a>, or <a href="https://mstdn.social/tags/Probability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Probability</span></a> distribution, describes how values are distributed for a field.</p><p>A brief introduction to Standard Statistical Distributions. These are commonly used in <a href="https://mstdn.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>MachineLearning</span></a>.</p><p><a href="https://knowledgezone.co.in/posts/Statistical-Data-Distributions-62bbf309335afaa5baf181ac" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">knowledgezone.co.in/posts/Stat</span><span class="invisible">istical-Data-Distributions-62bbf309335afaa5baf181ac</span></a></p>
Elijax (Elia Andrea Corazza)<p><a href="https://elijax.bandcamp.com/album/intersections" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">elijax.bandcamp.com/album/inte</span><span class="invisible">rsections</span></a></p><p>INTERSECTIONS. Same piece with different <a href="https://mas.to/tags/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> notes. <a href="https://mas.to/tags/ambient" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>ambient</span></a> <a href="https://mas.to/tags/sound" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sound</span></a></p><p>Use the code<br>more<br>at checkout to have 95% discount on everything.</p><p><span class="h-card" translate="no"><a href="https://a.gup.pe/u/electronicmusic" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@<span>electronicmusic</span></a></span></p><p><a href="https://mas.to/tags/music" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>music</span></a> <a href="https://mas.to/tags/electronic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electronic</span></a> <a href="https://mas.to/tags/experimental" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>experimental</span></a> <a href="https://mas.to/tags/sample" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>sample</span></a> <a href="https://mas.to/tags/discount" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>discount</span></a> <a href="https://mas.to/tags/artist" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>artist</span></a> <a href="https://mas.to/tags/Bowie" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Bowie</span></a> <a href="https://mas.to/tags/eltonjohn" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>eltonjohn</span></a> <a href="https://mas.to/tags/electronicmusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electronicmusic</span></a> <a href="https://mas.to/tags/saturdayvibes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>saturdayvibes</span></a><br><a href="https://mas.to/tags/Elijax" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Elijax</span></a> <a href="https://mas.to/tags/indiemusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>indiemusic</span></a> <a href="https://mas.to/tags/experimental" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>experimental</span></a> <a href="https://mas.to/tags/electronica" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>electronica</span></a> <a href="https://mas.to/tags/beat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>beat</span></a> <a href="https://mas.to/tags/bandcamp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bandcamp</span></a> <a href="https://mas.to/tags/fedimusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>fedimusic</span></a> <a href="https://mas.to/tags/Fediverse" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Fediverse</span></a> <a href="https://mas.to/tags/fedimusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>fedimusic</span></a> <a href="https://mas.to/tags/mastodon" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mastodon</span></a> <a href="https://mas.to/tags/mastomusic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>mastomusic</span></a></p>
António Domingues<p>I was expressing my suprise that someone doing any sort of <a href="https://genomic.social/tags/bioinformatics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>bioinformatics</span></a> <a href="https://genomic.social/tags/Computational_Biology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Computational_Biology</span></a> work doesn't use or see the value of <a href="https://genomic.social/tags/git" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>git</span></a>.</p><p>The reply was that in their experience, in the sub-field of <a href="https://genomic.social/tags/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a> <a href="https://genomic.social/tags/genetics" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>genetics</span></a> (industry and academia) version-control is not the norm. In fact, sharing code and having <a href="https://genomic.social/tags/reproducibility" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>reproducibility</span></a> is not a thing. </p><p>Is this everyone else's experience?</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 noreferrer" 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 noreferrer" target="_blank">#<span>StatisticalAnalysis</span></a> <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/statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>statistical</span></a></p>
Statistics Globe<p>I recently came across the raybevel R package by Tyler Morgan-Wall. It's focused on creating 3D bevels and straight skeletons, useful for tasks such as offsetting polygons or generating 3D models of roofs and beveled edges.</p><p>Installation instructions and examples to get started: <a href="https://www.raybevel.com/" rel="nofollow noopener noreferrer" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">raybevel.com/</span><span class="invisible"></span></a></p><p>See this link for additional information: <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/programmer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>programmer</span></a> <a href="https://mastodon.social/tags/database" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>database</span></a> <a href="https://mastodon.social/tags/Statistical" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Statistical</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/Rpackage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>Rpackage</span></a> <a href="https://mastodon.social/tags/RStats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#<span>RStats</span></a></p>
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