diff --git "a/Regress\303\243o_N\303\243o_Linear_M\303\272ltipla.ipynb" "b/Regress\303\243o_N\303\243o_Linear_M\303\272ltipla.ipynb"
index 5947124..f36c8f7 100644
--- "a/Regress\303\243o_N\303\243o_Linear_M\303\272ltipla.ipynb"
+++ "b/Regress\303\243o_N\303\243o_Linear_M\303\272ltipla.ipynb"
@@ -6,19 +6,29 @@
       "name": "Regressão Não Linear Múltipla.ipynb",
       "provenance": [],
       "collapsed_sections": [
+        "AlY_m5rYglXU",
         "bO3OMHQdgovW",
         "WZBmyDLrgq94",
+        "xbePLl5U0Gep",
+        "iy1w4sJ3hU8e",
         "IZ0KQLNGnFvj",
         "jbCxFx69g5P4",
         "_zzWljZ9g-We",
+        "aQNUQYephcPz",
         "LjPaKFoqhfVL",
+        "TDs1FoWqhtPI",
+        "sDG1z2uIPujF",
+        "FRC8sVhTiL_V",
         "7JPuPNX2ijta",
         "wOuDIKQminPT",
+        "4H8x_ivli5pB",
+        "uGstXl2IjK6X",
         "PKQR5FWtt6UC",
         "W6-i2PZPuI2-",
         "fgmD7P7CudRp",
         "3R8FdHKPunBX",
         "JqMyDMQkjXsB",
+        "IyGRbENRQ_sU",
         "matdxzBpDf2L",
         "7O5JjHDiDn5Q",
         "jyXkSn0TDtm6",
@@ -26,16 +36,21 @@
         "v58yoz3nFg_S",
         "7Tiu8FanDKNK",
         "CH4RMN4ZDHze",
+        "2WvkOu2HDWBO",
+        "cSeYS8I4kFtD",
+        "1EOnZG3dkPch",
         "UMjRd1cbkVfb",
         "baYYNHT0kX88",
         "Aq65z7JPki30",
         "aH68-nZFkhMv",
         "WFku4Qp0k3-0",
+        "u3xPXJK_0yRU",
         "66PofBnllBwC",
         "E7255jaYlJt8",
-        "aWIMQym5lQPJ",
         "uKUGrr-xlWbN",
-        "KqsfJJdbljMN"
+        "KqsfJJdbljMN",
+        "uJpdkVoyrq_u",
+        "Fx8hjfMGvJr9"
       ]
     },
     "kernelspec": {
@@ -123,7 +138,7 @@
         "id": "WZBmyDLrgq94"
       },
       "source": [
-        "##Importar Base de Dados"
+        "##Resumo da Base de Dados"
       ]
     },
     {
@@ -161,20 +176,29 @@
         "\n"
       ]
     },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "xbePLl5U0Gep"
+      },
+      "source": [
+        "###Importar Base de Dados"
+      ]
+    },
     {
       "cell_type": "code",
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
-          "height": 0
+          "height": 17
         },
         "id": "gVJC_jjr99HT",
-        "outputId": "748e9f24-c863-45f4-9df9-1e70cd204983"
+        "outputId": "0868d6bd-df50-41e6-9931-134f82802da2"
       },
       "source": [
         "planoSaude=pd.read_csv('/content/drive/MyDrive/Dataset_Excel_CSV/planoSaude.csv')"
       ],
-      "execution_count": 512,
+      "execution_count": 584,
       "outputs": [
         {
           "output_type": "display_data",
@@ -208,15 +232,15 @@
       "metadata": {
         "colab": {
           "base_uri": "https://localhost:8080/",
-          "height": 0
+          "height": 203
         },
         "id": "5a86WBF5_jZ4",
-        "outputId": "9cd79693-18ec-4de0-e1a6-94795328c43a"
+        "outputId": "2fde654e-2617-472d-8c5d-e92424c4009d"
       },
       "source": [
         "planoSaude.head()"
       ],
-      "execution_count": 513,
+      "execution_count": 585,
       "outputs": [
         {
           "output_type": "execute_result",
@@ -310,7 +334,7 @@
           "metadata": {
             "tags": []
           },
-          "execution_count": 513
+          "execution_count": 585
         }
       ]
     },
@@ -672,7 +696,7 @@
         "id": "aQNUQYephcPz"
       },
       "source": [
-        "##Preparação para o modelo"
+        "##Preparação para o Modelo Linear Múltiplo"
       ]
     },
     {
@@ -2780,7 +2804,7 @@
         "id": "aH68-nZFkhMv"
       },
       "source": [
-        "###Estimando um novo modelo múltiplo com dummies"
+        "##Estimando Novo Modelo Múltiplo Não Linear"
       ]
     },
     {
@@ -3204,6 +3228,15 @@
         "Concluímos então que não usaremos essas variáveis nesse novo modelo. Vamos criar esse novo modelo abaixo."
       ]
     },
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "u3xPXJK_0yRU"
+      },
+      "source": [
+        "##Finalizando Modelo Múltiplo Não Linear com Stepwise"
+      ]
+    },
     {
       "cell_type": "code",
       "metadata": {