- #1

kuahji

- 394

- 2

You are using an out of date browser. It may not display this or other websites correctly.

You should upgrade or use an alternative browser.

You should upgrade or use an alternative browser.

- Thread starter kuahji
- Start date

- #1

kuahji

- 394

- 2

- #2

chiro

Science Advisor

- 4,815

- 134

Hey kuahji.

The one I am using is this which includes a lot of "beginners" stuff:

https://www.amazon.com/dp/0534377416/?tag=pfamazon01-20

To be perfectly forthright, I used mostly a lot of lecture notes provided specifically by the university to learn a lot of the statistics and the book is mainly used as a reference if I needed a derivation or wanted to understand some method or terminology.

It has the same sort of problems that I did in the university course (and some of the problems were directly from the book), but again a lot of the learning came from a variety of sources and not just the one book.

One book for applied probability that I found useful is this one:

https://www.amazon.com/dp/0125980620/?tag=pfamazon01-20

If you go into advanced statistics you will at some point need a book on Generalized Linear Models and the Bayesian framework of Statistics.

I haven't used any books on both of these so I can't recommend any for the GLM's or Bayesian models (I used mostly lecture notes for these).

The one I am using is this which includes a lot of "beginners" stuff:

https://www.amazon.com/dp/0534377416/?tag=pfamazon01-20

To be perfectly forthright, I used mostly a lot of lecture notes provided specifically by the university to learn a lot of the statistics and the book is mainly used as a reference if I needed a derivation or wanted to understand some method or terminology.

It has the same sort of problems that I did in the university course (and some of the problems were directly from the book), but again a lot of the learning came from a variety of sources and not just the one book.

One book for applied probability that I found useful is this one:

https://www.amazon.com/dp/0125980620/?tag=pfamazon01-20

If you go into advanced statistics you will at some point need a book on Generalized Linear Models and the Bayesian framework of Statistics.

I haven't used any books on both of these so I can't recommend any for the GLM's or Bayesian models (I used mostly lecture notes for these).

Last edited by a moderator:

- #3

jasonRF

Science Advisor

Gold Member

- 1,505

- 572

I personally like Hogg and Craig much better, as it seems to have better discussion to motivate why you are doing what you are doing. Also, at least the 1st edition of Casella is essentially univariate only when it comes to estimation, bounds, etc., which is quite limiting. They are both reasonable books, but neither of them are anything special so i would only buy inexpensive used copies of old editions if you are looking to buy. Check out of a library if you can! I would hope true statisticians would jump in here to give their advice (I am an engineer that uses a lot of statistics - for engineers I recommend the statistical signal processing books by Kay).

The most commonly cited advanced books are those by Lehmann. Not sure how good they are...

Share:

- Last Post

- Replies
- 10

- Views
- 508

- Last Post

- Replies
- 8

- Views
- 521

- Replies
- 5

- Views
- 660

- Last Post

- Replies
- 3

- Views
- 1K

- Last Post

- Replies
- 2

- Views
- 535

- Replies
- 6

- Views
- 588

- Last Post

- Replies
- 1

- Views
- 545

- Last Post

- Replies
- 12

- Views
- 673

- Last Post

- Replies
- 3

- Views
- 449

- Last Post

- Replies
- 3

- Views
- 718