Preheat oven to 350°.
In a stand mixer or with an electric hand mixer, cream together the butter, brown sugar and sugar until light in color and fluffy in texture.
Scrape the sides of the bowl and add in the egg and canola oil. Mix until well combined.
Add the flour, rolled oats, cornstarch, cinnamon, soda and salt. Mix until the dough forms.
Portion the dough out -For small cookies, use 1 1/2 tbsp of dough for each cookie. For medium cookies use 3 tbsp of dough. For large cookies use 1/3 cup of dough.
Roll the dough into a ball. Break the dough in half and then press the two halves back together leaving the jagged edge up. This will give your oatmeal cookie that classic texture. Arrange on a silicone or parchment paper lined cookie sheet.
Bake at 350°. For small cookies, bake for 8-10 minutes. For medium cookies bake for 10-13 minutes. For large cookies bake for 12-15 minutes. The cookies will spread slightly and no longer look wet and glossy on top when they are ready to come out of the oven.