{"id":26494,"date":"2022-12-18T04:12:50","date_gmt":"2022-12-17T22:42:50","guid":{"rendered":"https:\/\/jassweb.com\/solved\/solved-r-package-equivalent-to-matlabs-gmdistribution-fit\/"},"modified":"2022-12-18T04:12:50","modified_gmt":"2022-12-17T22:42:50","slug":"solved-r-package-equivalent-to-matlabs-gmdistribution-fit","status":"publish","type":"post","link":"https:\/\/jassweb.com\/solved\/solved-r-package-equivalent-to-matlabs-gmdistribution-fit\/","title":{"rendered":"[Solved] R package equivalent to Matlab&#8217;s gmdistribution.fit()"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div id=\"answer-22911440\" class=\"answer js-answer accepted-answer js-accepted-answer\" data-answerid=\"22911440\" data-parentid=\"22800752\" data-score=\"2\" data-position-on-page=\"2\" data-highest-scored=\"0\" data-question-has-accepted-highest-score=\"0\" itemprop=\"suggestedAnswer\" itemscope itemtype=\"https:\/\/schema.org\/Answer\">\n<div class=\"post-layout\">\n<div class=\"votecell post-layout--left\"><\/div>\n<div class=\"answercell post-layout--right\">\n<div class=\"s-prose js-post-body\" itemprop=\"text\">\n<p>The MClust package contains the function densityMclust which produces an object that contains parameter estimates for the fitted Gaussian mixture model along with the density itself. From the MClust manual:<\/p>\n<blockquote>\n<pre><code>&gt; densWaiting &lt;- densityMclust(faithful$waiting)\n&gt; summary(densWaiting, parameters = TRUE)\n-------------------------------------------------------\nDensity estimation via Gaussian finite mixture modeling\n-------------------------------------------------------\nMclust E (univariate, equal variance) model with 2 components:\nlog.likelihood\nn df\nBIC\n-1034 272 4 -2090.4\nClustering table:\n1   2\n99 173\nMixing probabilities:\n1    2\n0.36102 0.63898\nMeans:\n1    2\n54.619 80.094\nVariances:\n1    2\n34.439 34.439\n A two-components mixture of Gaussian variables with the same variance is selected by BIC. The\nparameter estimates can be read from the summary output.\nA plot of density estimate can be obtained using the corresponding plot method:\n\n&gt; plot(densWaiting)    The density can also be plotted together with a histogram of the observed data by using the optional\nargument data:\n&gt; plot(densWaiting, data = faithful$waiting)\n<\/code><\/pre>\n<\/blockquote><\/div>\n<div class=\"mt24\"><\/div>\n<\/div>\n<p>            <span class=\"d-none\" itemprop=\"commentCount\"><\/span> <\/p><\/div>\n<\/div>\n<p>[ad_2]<\/p>\n<p>solved R package equivalent to Matlab&#8217;s gmdistribution.fit() <\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] The MClust package contains the function densityMclust which produces an object that contains parameter estimates for the fitted Gaussian mixture model along with the density itself. From the MClust manual: &gt; densWaiting &lt;- densityMclust(faithful$waiting) &gt; summary(densWaiting, parameters = TRUE) &#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;- Density estimation via Gaussian finite mixture modeling &#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;- Mclust E (univariate, equal variance) model &#8230; <a title=\"[Solved] R package equivalent to Matlab&#8217;s gmdistribution.fit()\" class=\"read-more\" href=\"https:\/\/jassweb.com\/solved\/solved-r-package-equivalent-to-matlabs-gmdistribution-fit\/\" aria-label=\"More on [Solved] R package equivalent to Matlab&#8217;s gmdistribution.fit()\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[320],"tags":[2205,516,321],"class_list":["post-26494","post","type-post","status-publish","format-standard","hentry","category-solved","tag-gaussian","tag-matlab","tag-r"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>[Solved] R package equivalent to Matlab&#039;s gmdistribution.fit() - JassWeb<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/jassweb.com\/solved\/solved-r-package-equivalent-to-matlabs-gmdistribution-fit\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"[Solved] R package equivalent to Matlab&#039;s gmdistribution.fit() - JassWeb\" \/>\n<meta property=\"og:description\" content=\"[ad_1] The MClust package contains the function densityMclust which produces an object that contains parameter estimates for the fitted Gaussian mixture model along with the density itself. From the MClust manual: &gt; densWaiting &lt;- densityMclust(faithful$waiting) &gt; summary(densWaiting, parameters = TRUE) ------------------------------------------------------- Density estimation via Gaussian finite mixture modeling ------------------------------------------------------- Mclust E (univariate, equal variance) model ... 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From the MClust manual: &gt; densWaiting &lt;- densityMclust(faithful$waiting) &gt; summary(densWaiting, parameters = TRUE) ------------------------------------------------------- Density estimation via Gaussian finite mixture modeling ------------------------------------------------------- Mclust E (univariate, equal variance) model ... 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