The chopped pecans and oats add a little crunch, but you can leave them out if you prefer. It's possible you'd need to replace the oats with 1-2 tablespoons of flour, or you may be able to simply omit them with no changes needed. A baker commented that she left them out completely and the cookies turned out great.