{"version":"1.0","provider_name":"Probably Overthinking It","provider_url":"https:\/\/www.allendowney.com\/blog","author_name":"AllenDowney","author_url":"https:\/\/www.allendowney.com\/blog\/author\/allendowney_6dbrc4\/","title":"Multiple Regression with StatsModels - Probably Overthinking It","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"Vla51j3RV7\"><a href=\"https:\/\/www.allendowney.com\/blog\/2024\/12\/04\/multiple-regression-with-statsmodels\/\">Multiple Regression with StatsModels<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.allendowney.com\/blog\/2024\/12\/04\/multiple-regression-with-statsmodels\/embed\/#?secret=Vla51j3RV7\" width=\"600\" height=\"338\" title=\"&#8220;Multiple Regression with StatsModels&#8221; &#8212; Probably Overthinking It\" data-secret=\"Vla51j3RV7\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# sourceURL=https:\/\/www.allendowney.com\/blog\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n","description":"This is the third is a series of excerpts from Elements of Data Science which available from Lulu.com and online booksellers. It&#8217;s from Chapter 10, which is about multiple regression. You can read the complete chapter here, or run the Jupyter notebook on Colab. In the previous chapter we used simple linear regression to quantify the relationship between two variables. In this chapter we\u2019ll get farther into regression, including multiple regression and one of my all-time favorite tools, logistic regression.... Read More Read More","thumbnail_url":"https:\/\/www.allendowney.com\/blog\/wp-content\/uploads\/2024\/12\/ecc1aef34032bb07cf1639367d00ddbe2fc8a8ed7532628b9ddddafed10f7f38.png"}