【2013新书】统计学应该这样学《实用统计学》

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【2013新书】实用统计学

Applied Statistics  by Mohammed A. Shayib
Moh.A.Sha, BoBoCoAe | 2013 | ISBN: 8740304930 9788740304930 | 300 pages | PDF | 9 MB

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【作者与书籍简介】Mohammed A. Shayib 是（美国德州）草原风光农工大学（Prairie View A&M University）数学教授，这所大学与德州农工大学（Texas A&M University）不是同一所学校，但它是德州第二古老大学。此书用最简单的语言介绍了统计学，着眼于应用，每位大学生都能看懂。


【书籍详细介绍】

This book is intended to introduce the concepts, definitions, and terminology of the subject in an elementary presentation with minimum mathematical background which does not surpass college algebra. The book should prepare the reader to make a good decision based on data.


The material, contained in Applied Statistics, can be covered in a 15-week, 3-hours-per-week semester, with little adjustment as time allows.

Contents
Preface
1. Descriptive Statistics
1.1. Introduction
1.2. Descriptive Statistics
1.3. Frequency Distributions
1.4. Graphical Presentation
1.5. Summation Notation
1.6. Numerical Methods for Summarizing Quantitative Data
1.7. Some Properties of the Numerical Measures of Quantitative Data
1.8. Other Measures for Quantitative Data
1.9. Methods of Counting
1.10. Description of Grouped Data
2. Random Variables and Probability Distributions
2.1. Introduction
2.2. Probability
2.3. Operations and Probability calculation on Events
2.4. Random Variables
2.5. Expected Value and Variance of a Random Variable
2.6. Some Discrete Probability Distributions
2.7. Normal Distribution
3. Estimation
3.1. Sampling
3.2. Point Estimation
3.3. Interval Estimation
3.4. Confidence Interval about One Parameter
3.5. Sample Size Determination
3.6. Confidence Interval about two Parameters
4. Testing of Statistical Hypotheses
4.1. Introduction
4.2. Fundamental Concepts
4.3. Methods in Testing a Statistical Hypothesis
4.4. Hypothesis Testing About One Parameter
4.5. Hypothesis Testing Concerning Two Parameters
5. Simple Linear Regression and Correlation
5.1. Introduction
5.2. Regression Models
5.3. Fitting a straight line (First order Model)
5.4. Correlation
5.5. Hypothesis Testing in Regression Analysis
5.6. Confidence Interval on ? and ?
6. Other Tests and Analysis Of Variance
6.1. Introduction
6.2. Goodness-of-Fit Tests
6.3. Contingency Tables
6.4. The one-Way Analysis of Variance
7. Appendix A Tables
8. References

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关键词：实用统计 统计学 introduction distribution Quantitative background concepts intended material 大学生

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