By now you already know that page speed is an important factor when it comes to conversions and better user experience. Google has mentioned it time and again that it uses page speed in determining ranking for a website. Many studies have been done so far in determining how page speed affects search engine ranks for a website. (Source 1, Source 2, Source 3).
Here is a new infographic that talks about how page speed affects your website.
Source – Convert