Thanks for the reply, XanthusARES!
Sorry about that, I should have been more specific about my question. I want to learn the basics of everything you've mentioned in your post. Should I search for books on psychology + statistics? I've read JCR papers but I feel like I need to learn more about the background information to fully understand what is done on the paper.
On a side note, any idea why there are no books on experimental design?