`modelsummary` regression tables in a Jupyter notebook

modelsummary.ipynb

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   "source": [
    "The `modelsummary` package for `R` can produce regression tables in Jupyter notebook. This feature is only available in the development version on Github, but will be released as part of version 0.7.1."
   ]
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   "source": [
    "First we load the package and set the default output format to \"jupyter\":"
   ]
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   "source": [
    "library(modelsummary)\n",
    "options(modelsummary_default = \"jupyter\")"
   ]
  },
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   "cell_type": "markdown",
   "id": "26f7ff06",
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   "source": [
    "Then we estimate the model and draw a table:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "ca7c08c7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table class=\"table\" style=\"width: auto !important; margin-left: auto; margin-right: auto;\">\n",
       " <thead>\n",
       "  <tr>\n",
       "   <th style=\"text-align:left;\">   </th>\n",
       "   <th style=\"text-align:center;\"> Model 1 </th>\n",
       "   <th style=\"text-align:center;\"> Model 2 </th>\n",
       "  </tr>\n",
       " </thead>\n",
       "<tbody>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\"> (Intercept) </td>\n",
       "   <td style=\"text-align:center;\"> 324.082 </td>\n",
       "   <td style=\"text-align:center;\"> 278.515 </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\">  </td>\n",
       "   <td style=\"text-align:center;\"> (27.433) </td>\n",
       "   <td style=\"text-align:center;\"> (55.415) </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\"> mpg </td>\n",
       "   <td style=\"text-align:center;\"> -8.830 </td>\n",
       "   <td style=\"text-align:center;\"> -9.985 </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\">  </td>\n",
       "   <td style=\"text-align:center;\"> (1.310) </td>\n",
       "   <td style=\"text-align:center;\"> (1.792) </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\"> drat </td>\n",
       "   <td style=\"text-align:center;\">  </td>\n",
       "   <td style=\"text-align:center;\"> 19.126 </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\">  </td>\n",
       "   <td style=\"text-align:center;\">  </td>\n",
       "   <td style=\"text-align:center;\"> (20.198) </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\"> Num.Obs. </td>\n",
       "   <td style=\"text-align:center;\"> 32 </td>\n",
       "   <td style=\"text-align:center;\"> 32 </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\"> R2 </td>\n",
       "   <td style=\"text-align:center;\"> 0.602 </td>\n",
       "   <td style=\"text-align:center;\"> 0.614 </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\"> R2 Adj. </td>\n",
       "   <td style=\"text-align:center;\"> 0.589 </td>\n",
       "   <td style=\"text-align:center;\"> 0.588 </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\"> AIC </td>\n",
       "   <td style=\"text-align:center;\"> 336.9 </td>\n",
       "   <td style=\"text-align:center;\"> 337.9 </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\"> BIC </td>\n",
       "   <td style=\"text-align:center;\"> 341.3 </td>\n",
       "   <td style=\"text-align:center;\"> 343.7 </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\"> Log.Lik. </td>\n",
       "   <td style=\"text-align:center;\"> -165.428 </td>\n",
       "   <td style=\"text-align:center;\"> -164.940 </td>\n",
       "  </tr>\n",
       "  <tr>\n",
       "   <td style=\"text-align:left;\"> F </td>\n",
       "   <td style=\"text-align:center;\"> 45.460 </td>\n",
       "   <td style=\"text-align:center;\"> 23.100 </td>\n",
       "  </tr>\n",
       "</tbody>\n",
       "</table>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "mod <- list(\n",
    "  lm(hp ~ mpg, mtcars),\n",
    "  lm(hp ~ mpg + drat, mtcars))\n",
    "\n",
    "\n",
    "modelsummary(mod)"
   ]
  }
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