**Probability and Statistics:**

Well, being a well educated mathematician, you should have basic knowledge of statistics. Things to learn: basic probability theory (independent events, conditional probability, Bayes' Theorem), random variables (r.v.), expectation, convergence of r.v., maximum likelihood estimator, basic hypothesis testing, p-values are the basic. If you want to go a bit further, check out linear regression, linear model, residual, categorical predictors, logistic regression, ANOVA (analysis of variance) etc.

Probability:

- Bass R.F. Undergraduate Probability [.pdf] (FREE!)
- Bertsekas D.P. and Tsitsiklis J.N.
*Introduction to Probability*- Leave chapter 5 and 6 to next stage. Solution here [.pdf]. - Boik R. J. Probability [.pdf] (FREE!)
- Gnedenko B.V.
*The Theory of Probability*- First six chapters. - Grinstead C.M. and Snell J.L.'s
*Introduction to Probability*(FREE!) - Read first ten chapters. - Lebanon G. Tutorial Notes (FREE!) - Read P1 - P14.
- Lipschutz S. and Lipson M.
*Schaum's Outline of Probability*- Read chapter 1-6. - Mosteller F.
*Fifty Challenging Problems in Probability with Solutions*- Later stages topics included. - Ross S.
*A First Course in Probability*- First eight chapters. - Santos D. Probability Lecture Notes [.pdf] (FREE!)
- Stirzaker D.
*Elementary Probability*- Leave the last chapter.

Statistics:

- Abebe A., Daniels J., McKean J.W. and Kapenga J.A.
*Statistics and Data Analysis*(FREE!) - Berry D.A.
*Statistics: A Bayesian Perspective* - Boik R. J. Elementary Statistics (FREE!)
- Boik R. J. Statistics [.pdf] (FREE!)
- Bulmer M.G.
*Principles of Statistics* - DeCoster J. Introductory Statistics Notes [.pdf] (FREE!)
- Dekking F.M., Kraaikamp C., Lopuhaä H.P. and Meester L.E.
*A Modern Introduction to Probability and Statistics: Understanding Why and How* - El-Taha M. MBA604 Introduction Pobabiltity and Statistics Lecture Notes [.pdf] (FREE!)
- Gerstman B.B. StatPrimer (FREE!)
- Hodges J.L. and Lehmann E.L.
*Basic Concepts of Probability and Statistics*- Non-calculus based text by two renowned statisticians. - Lane D., Lu J., Peres C. and Zitek E. Online Statistics: An Interactive Multimedia Course of Study (FREE!)
- Larsen R.J. and Marx M.L.
*An Introduction to Mathematical Statistics and Its Applications* - Lavine M.L.
*Introduction to Statistical Thought*(FREE!) - McFadden D. Statistical Tools for Economists (FREE!)
- Ross S.M.
*Introduction to Probability and Statistics for Engineers and Scientists* - Simon J.L. Resampling: The New Statistics (FREE!)
- Spiegel M.R.
*Schaum's Outline of Statistics*- As a reference. Chapters up to 12 are core, interested reader may read up to chapter 16 at this stage. - Stockburger D.W. Introductory Statistics: Concepts, Models, and Applications (FREE!)
- Utts J.M.
*Seeing Through Statistics* - 山东大学数学学院：概率论与数理统计 [.rar] (FREE!)

Second course in Statistics:

- Janke S.J. and Tinsley F.
*Introduction to Linear Models and Statistical Inference*- Examples illustrated with Minitab. - Myers R.H.
*Classical and Modern Regression with Applications* - Miller J. and Haden P.
*Statistical Analysis with the General Linear Model*(FREE!) - Taylor J. Introduction to Applied Statistics (FREE!)
- Taylor J. Introduction to Regression Models and Analysis of Variance (FREE!)

## 5 則留言:

The person who knows about the subject chemistry can make different things. I understand your attention or meaning of this article. Some people using wrong this subject and it is really so bad thing. This is the awareness message for everyone.

I like the subject of the probability and the statistics because it has the logics in it. You can now be a perfect mathematician through this pattern. There is the summary of news article sample and the special writers for your guidance in this area.

The person who knows about this issue biochemistry and biology may make different things. I am aware of ones focus or maybe significance in this useful site document. A number of people applying inappropriate that theme and it's definitely and so awful matter. This can be the understanding meaning for you.

Mathematics is one best subject , to become a good Mathematician one should know about probability and the statistics .probability and the statistics is one of the hard part of Mathematics . you shares some great information about probability and the statistics keep writing like this good site always helpfule to all.

This whole information is about the mathematics and also for the statistic. If you take help about mathematics then choose this subjects. otherwise you choose help easy subject of statistic for your helping material.

張貼留言