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MatasoftMistral 7B excels at everyday reasoning while OLMo2 7B shines in knowledge-intensive tasks. See how both perform in our (Un)Perplexed Spready software in our latest comparison! <a href="https://matasoft.hr/qtrendcontrol/index.php/un-perplexed-spready/un-perplexed-spready-various-articles/146-comparative-analysis-of-mistral-7b-and-olmo2-7b-on-the-ollama-platform" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://matasoft.hr/qtrendcontrol/index.php/un-perplexed-spready/un-perplexed-spready-various-articles/146-comparative-analysis-of-mistral-7b-and-olmo2-7b-on-the-ollama-platform</a> <a href="https://mastodon.world/tags/AIPowered" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AIPowered</a> <a href="https://mastodon.world/tags/ModelComparison" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ModelComparison</a> <a href="https://mastodon.world/tags/BusinessIntelligence" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#BusinessIntelligence</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #265 The limited epistemic value of ‘variation analysis’ (R^2)Thoughts: Interesting post and comments on what we can and can't say from an r2 metric.<a href="https://mastodon.social/tags/stats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#stats</a> <a href="https://mastodon.social/tags/r2" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#r2</a> <a href="https://mastodon.social/tags/effectsize" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#effectsize</a> <a href="https://mastodon.social/tags/variance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#variance</a> <a href="https://mastodon.social/tags/modelcomparison" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modelcomparison</a> <a href="https://mastodon.social/tags/models" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#models</a> <a href="https://mastodon.social/tags/causalinference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#causalinference</a><a href="https://larspsyll.wordpress.com/2023/05/23/the-limited-epistemic-value-of-variation-analysis/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://larspsyll.wordpress.com/2023/05/23/the-limited-epistemic-value-of-variation-analysis/</a>

💧🌏 Greg CocksIntegrated Topographic Corrections Improve Forest Mapping Using Landsat Imagery -- <a href="https://doi.org/10.1016/j.jag.2022.102716" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://doi.org/10.1016/j.jag.2022.102716</a> <-- shared 2022 paper -- “HIGHLIGHTS: • [They] evaluated the impacts of topographic correction on forest mapping in the mountains. • The enhanced C-correction and the physical model reduced topographic effects. • The corrected Landsat imagery time series resulted in higher accuracy. • Terrain information improved classification but not as much as topographic correction. • [They] recommend using topographic correction for forest cover mapping..." <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatial</a> <a href="https://techhub.social/tags/AtmosphericCorrection" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AtmosphericCorrection</a> <a href="https://techhub.social/tags/IlluminationCondition" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#IlluminationCondition</a> <a href="https://techhub.social/tags/LandCover" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#LandCover</a> <a href="https://techhub.social/tags/ModelComparison" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ModelComparison</a> <a href="https://techhub.social/tags/TimeSeries" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TimeSeries</a> <a href="https://techhub.social/tags/TopographicCorrection" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TopographicCorrection</a> <a href="https://techhub.social/tags/remotesensing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#remotesensing</a> <a href="https://techhub.social/tags/comparasion" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#comparasion</a> <a href="https://techhub.social/tags/topographic" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#topographic</a> <a href="https://techhub.social/tags/correction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#correction</a> <a href="https://techhub.social/tags/NDVI" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NDVI</a> <a href="https://techhub.social/tags/forest" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#forest</a> <a href="https://techhub.social/tags/vegetation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#vegetation</a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#model</a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modeling</a> <a href="https://techhub.social/tags/spatialanalyis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatialanalyis</a> <a href="https://techhub.social/tags/accuracy" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#accuracy</a> <a href="https://techhub.social/tags/forestcover" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#forestcover</a> <a href="https://techhub.social/tags/Russia" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Russia</a> <a href="https://techhub.social/tags/Georgia" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Georgia</a> <a href="https://techhub.social/tags/CaucasusMountains" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#CaucasusMountains</a> <a href="https://techhub.social/tags/spatiotemporal" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatiotemporal</a> <a href="https://techhub.social/tags/landsat" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#landsat</a> <a href="https://techhub.social/tags/elevation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#elevation</a> <a href="https://techhub.social/tags/DEM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DEM</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #196 JASP Bayesian ANOVAThoughts: @JASPStats is used by researchers to "add some bayes factors" to their results. But, do you know what those actually reflect? Here is what their team says:<a href="https://mastodon.social/tags/bayes" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bayes</a> <a href="https://mastodon.social/tags/bayesfactors" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#bayesfactors</a> <a href="https://mastodon.social/tags/anova" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#anova</a> <a href="https://mastodon.social/tags/modelcomparison" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modelcomparison</a><a href="https://static.jasp-stats.org/about-bayesian-anova.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://static.jasp-stats.org/about-bayesian-anova.html</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #174 The Principle of Predictive IrrelevanceThoughts: "when two competing models predict a data set equally well, that data set cannot be used to discriminate the models and the data set is evidentially irrelevant"<a href="https://mastodon.social/tags/modelcomparison" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modelcomparison</a> <a href="https://mastodon.social/tags/inference" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#inference</a><a href="https://www.bayesianspectacles.org/the-principle-of-predictive-irrelevance-or-why-intervals-should-not-be-used-for-model-comparison-featuring-a-point-null-hypothesis/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.bayesianspectacles.org/the-principle-of-predictive-irrelevance-or-why-intervals-should-not-be-used-for-model-comparison-featuring-a-point-null-hypothesis/</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #171 Guideline of Selecting & Reporting Intraclass Correlation Coefficients for Reliability ResearchThoughts: "There are 10 forms of ICCs." Are you reporting the correct one? Find out!<a href="https://mastodon.social/tags/ICC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ICC</a> <a href="https://mastodon.social/tags/modelcomparison" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modelcomparison</a> <a href="https://mastodon.social/tags/reliability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#reliability</a> <a href="https://mastodon.social/tags/interraterreliability" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#interraterreliability</a><a href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4913118/#!po=15.7143" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4913118/#!po=15.7143</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #51 R Functions for Variance Decomposition {varde}Thoughts: A useful package to get more insight into your mixed effects model.<a href="https://mastodon.social/tags/r" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#r</a> <a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#rstats</a> <a href="https://mastodon.social/tags/mixedeffects" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mixedeffects</a> <a href="https://mastodon.social/tags/lmm" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#lmm</a> <a href="https://mastodon.social/tags/research" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#research</a> <a href="https://mastodon.social/tags/modelcomparison" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modelcomparison</a> <a href="https://github.com/jmgirard/varde" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/jmgirard/varde</a>

Dr Mircea Zloteanu 🌼🐝<a href="https://mastodon.social/tags/statstab" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#statstab</a> #44 A note on the interpretation of incremental fit indicesThoughts: A "good fit" is a meaningless statement. There are no rules of thumb 👍<a href="https://mastodon.social/tags/regression" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#regression</a> <a href="https://mastodon.social/tags/stats" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#stats</a> <a href="https://mastodon.social/tags/modelcomparison" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modelcomparison</a> <a href="https://www.tandfonline.com/doi/full/10.1080/10705511.2022.2050730" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://www.tandfonline.com/doi/full/10.1080/10705511.2022.2050730</a>

💧🌏 Greg CocksComparative Analysis Of Performance And Mechanisms Of Flood Inundation Map Generation Using Height Above Nearest Drainage -- <a href="https://doi.org/10.1016/j.envsoft.2022.105565" rel="nofollow noopener noreferrer" target="_blank">https://doi.org/10.1016/j.envsoft.2022.105565</a> <-- shared paper -- <a href="https://techhub.social/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GIS</a> <a href="https://techhub.social/tags/spatial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#spatial</a> <a href="https://techhub.social/tags/mapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#mapping</a> <a href="https://techhub.social/tags/model" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#model</a> <a href="https://techhub.social/tags/modeling" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modeling</a> <a href="https://techhub.social/tags/flood" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#flood</a> <a href="https://techhub.social/tags/water" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#water</a> <a href="https://techhub.social/tags/hydrology" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hydrology</a> <a href="https://techhub.social/tags/floodinundation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#floodinundation</a> <a href="https://techhub.social/tags/floodinundationmapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#floodinundationmapping</a> <a href="https://techhub.social/tags/heightabovenearestdrainage" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#heightabovenearestdrainage</a> <a href="https://techhub.social/tags/modelcomparison" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modelcomparison</a> <a href="https://techhub.social/tags/modelconfiguration" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#modelconfiguration</a> <a href="https://techhub.social/tags/performanceanalysis" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#performanceanalysis</a> <a href="https://techhub.social/tags/FIM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#FIM</a> <a href="https://techhub.social/tags/HAND" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HAND</a> <a href="https://techhub.social/tags/NWC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NWC</a> <a href="https://techhub.social/tags/NWM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NWM</a> <a href="https://techhub.social/tags/hydrofabric" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#hydrofabric</a> <a href="https://techhub.social/tags/USA" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#USA</a> <a href="https://techhub.social/tags/nationwide" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#nationwide</a> <a href="https://techhub.social/tags/floodmapping" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#floodmapping</a> <a href="https://techhub.social/tags/NWCH" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NWCH</a> <a href="https://techhub.social/tags/NHD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NHD</a> <a href="https://techhub.social/tags/NHDPlusHR" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NHDPlusHR</a> <a href="https://techhub.social/tags/NHDPlus" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#NHDPlus</a> <a href="https://techhub.social/tags/inundation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#inundation</a> <a href="https://techhub.social/tags/weather" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#weather</a> <a href="https://techhub.social/tags/precipitation" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#precipitation</a> <a href="https://techhub.social/tags/catchment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#catchment</a> <a href="https://techhub.social/tags/ratingcurves" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ratingcurves</a> <a href="https://techhub.social/tags/prediction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#prediction</a> <a href="https://techhub.social/tags/climate" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#climate</a> <a href="https://techhub.social/tags/NOAA" class="mention hashtag" rel="nofollow 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