Recommended statistical books

I. Basic Statistics
1. By statistics David Freedman, translated by Wei zongshu and Shi xiyong to China Statistics Publishing House
It is said to be the best statistical thinking book. I have read some chapters and have benefited a lot. The entire book has almost no formula, but it tells the essence of statistical thinking.
2. Mind on statistics (English version) Machinery Industry Press
Only the High School Mathematics level is required. One sentence has a deep impact.:Mathematics as to statistics is something
Like Hammer, nails, wood asAHouse, it's justTheMaterial and
Tools but notTheHouse itself.
3. Mathematical Statistics andDataAnalysis (English version. Second Version)
After reading this, we can see that it is significantly different from the domestic mathematical statistics tree. This book has a good idea and introduces a lot of new things. We will talk about the popular Bootstrap Method and traditional statistics together. There are book reviews on Amazon.
4. Business StatisticsADemo-making approach China Statistics Publishing House
It is very practical in practice, although it is often disdain by the teachers of mathematical statistics.
5. Understanding statistics inTheBehavioral Science (photocopy) China statistics Press
And the above is a series. Books from foreigners are quite interesting.
6. "Exploratory Data Analysis" is a series of Chinese Statistics Publishing House and the first one. Let's take a good look at the order made by Mr. Chen xiru, which is a reflection on Chinese Mathematical Statistics.

Ii. Regression
1. Application linear regression China statistics Press
It is also a famous blue book series, which has a certain depth, and the truth is quite clear. Let's take a look at the description of the regression coefficient! Wonderful Books
2. Regression analysis by example (3rd ed printing plate)
This is the first statistical book to be read from the beginning. The virtual variable is more appealing than the novel. There is no derivation, or even say, "If you have a statistical software to calculate the result ,"
Analysis, how to view the image, how to view the results. After reading this, I thought it was really fun to return.
3. Classic domestic statistical textbooks in "logistics regression model-Method and Application" Wang jichuan Guo Zhigang Higher Education Press. Both of them are from the perspective of sociology, and they are applied without re-derivation. Each chapter has a detailed analysis of the SAS and SPSS programs and outputs. It is estimated that there are many books written in Chinese, but the style of books written by foreigners is obvious.
Iii. Diversity
1. Application of multivariate analysis (second edition) Wang xuemin Shanghai University of Finance and Economics Press
This book seems to be used now, but note that the highlights of this book are not derivation, but the combination of the following and SAS, and some of these ideas (for example, the influence of P99 N on the hypothesis test is definitely the feeling of statistics, not the feeling of pushing the formula ). This is a good Multi-Dimensional Statistics textbook in China.
2. Analyzing multivariateDataLattin has a lot of intuitive feelings and explanations such as the Mechanical Industry Press, which is very interesting. I don't have a high requirement on mathematics, and it doesn't prove to be good enough, but it is indeed a "Statistical Book", not a mathematical book.
3. Applied multivariateStatisticalAnalysis (5th ed photocopy) by Johnson & wichem China statistics Press
I personally think it is the best multivariate statistical book available in China. Someone commented on Amazon and commented highly. However, according to Teacher Wang xuemin, the proof of this book is still unclear, and the foreigner practice can prove that it is not good.

Iv. Time Series
1. Time Series Model in business and economic prediction by Francis
Amazon's five-star recommendation book tells us a lot of new things and is very practical. I only know after reading it. I didn't know AR (1) Ma (1) in the original time series.
2. Forecasting and time series an applied approach (Third edition) Bowerman & Connell
The box-Jenkins (ARIMA) method, with the SAS and Minitab programs

V. Sampling
1. Sample technology, translated by Dr. Zhang yaoting
It is definitely the most authoritative and classic book in this field. Said Wang xuemin:This book is not so well understood. People in the Mathematics Department may not be able to understand every formula (if they are not in the Mathematics Department, do not look at it ).
2. Sampling:Design and analysis by Lohr China statistics Press
I have discussed many new methods, such as no response, non-sampling error, and re-sampling. It's not easy to understand either. At that time, I used to work with advance micro-economy
According to theory, the latter is considered a nightmare by many people, but it is better to understand than the former. The main difference is the conceptual gap. Our statistical thoughts and data feelings need to be strengthened.

Vi. Software
1. Wang Geely, editor-in-chief of SAS software and application statistical analysis
Good books !!!!
2. SAS V8 Basics
I mainly focus on programming, but not on statistics. To enhance SAS programming, consider it.
3. "statistical analysis tutorial (basic) (advanced) of by Zhang Wentong Beijing hope Publishing House
I read this book for the first time and found that I could hardly understand it, especially the advanced article. Now I have finally figured it out.:)

 

VII. Others

1. the Chinese translation of the elements of Statistical Learning-data mining, inference and prediction is the basics of Statistical Learning-data mining, reasoning, and prediction. This book is American scholar Trevor Hastie, robert tibshirani and Jerome Friedman are co-authors of Chinese Translators: Fan Ming, Chai Yumei and Bai Hongying. However, the Chinese translation is too many times. I don't know if there is any English published in China.