Greg Linden used to work at Amazon. From an older blog post of his:
"In A/B tests, we tried delaying the page in increments of 100 milliseconds and found that even very small delays would result in substantial and costly drops in revenue."
http://glinden.blogspot.com/2006/11/marissa-mayer-at-web-20....