Probabilities & Statistics, learning material

Question

I'm not sure how to post this. So I'm setting the question as CW off the bat. Hope you don't mind. It relates to programming in the sense this is where I will be applying it. But it is not a programming question.

I'm in need of learning material (in the shape of books preferably) that can teach me Probability and Statistics from the ground up. I'd be particularly interested in books that make no assumptions on the reader mathematical background (within reason, of course).

I have been researching possible reading material for the past few days. But have been having trouble finding anything suitable.

EDIT: I am looking for something more substantial that the Dummies series. But feel free to scold me if indeed these books are the best type of resource to introduce me to both basic and advanced concepts.

Answer 1

I didn't particularly like taking statistics, but when I did, I used the Statistics for Dummies book in addition to the assigned book for the course. The Dummies book was a reasonable introduction to something I was not terribly interested in and really didn't "get" at the time, and it appeared to at least touch on all of the subjects discussed in the course book.

So, I would go with both. Use the Dummies book to get up to speed, then use a "real" textbook to fill in the gaps and provide a deeper foundation.

For reference:

Statistics for Dummies
Probability and Statistics for Engineers and Scientists

Answer 2

At the intro level, try Wild and Seber. It's my favourite first year stats book. At a higher level, and assuming basic algebra and a little bit of calculus, Rice is very good. It's my favourite second year stats book.

Answer 3

I really enjoyed The Drunkard's Walk. It's a gripping read which is both good as an introduction or a launching point for topics you might want to delve further into.

Answer 4

Here are two inexpensive suggestions:

If you don't know calculus but know high-school level algebra 2. It has typos though:
* Schaum's Outline Introduction to Probability & Statistics

If you know calculus:
* Schaum's Outline "Probability & Statistics"