Tools for statistical analysis

21 Sep 2011statistics

For me, the choice of platform came down to R or SciPy. I am aware of Sage, but it seemed like such a huge and sprawling collection that I found it a little off-putting (and I suspect it greatly exceeds my needs). In the end, I chose R because I had (very limited) experience with it, and I figured I'd enjoy using a statistical language more than a general-purpose language for this kind of work. That's not to say I didn't get thoroughly confused at times, of course. I found the following R packages and documentation very useful:

In addition, there are several other tools that can be very handy at certain times:

But despite all the time I've spent with R and other statistical tools, I'm still very much aware that I am a complete novice when it comes to statistics. I really need to start reading some good foundational texts, although I always ended up digging through the proofs and derivations because I'm rarely comfortable unless I'm convinced I understand the how and the why.