
| 本书的作者有多年概率统计学、管理学和运筹管理学的教学经验,编写了多本畅销教材。在本书中,作者继续体现了他的“三步式”解决问题的方法,第一步是Indentify,包括试验设计、收集数据和选择模型;第二是Compute,即用Excel做计算;第三步是Interpret,就是分析、解释计算的结果。 |
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| 出版说明 序 1 WHAT IS STATISTICS? 1.1 Introduction 1.2 Key Statistical Concepts 1.3 Statistics and the Computer 1.4 World Wide Web and Learning Center APPENDIX 1.A:Introducation to Microsoft Excel 2 GRAPHICAL DESCRIPTIVE TECHNIQUES 2.1 Introduction 2.2 Types of Data 2.3 Graphically Describing Interval Data:Frequency Distributions and Histograms 2.4 Graphically Describing Nominal Data:Bar and Pie Charts 2.5 Describing Time-Series Data:Line Charts 2.6 Describing the Relationship between Two Interval Variables:Scatter Diagrams 2.7 Summary 3 NUMERICAL DESCRIPTIVE TECHNIQUES FOR INTERVAL DATA 3.1 Introduction 3.2 Measures of Central Location 3.3 Measures of Variability 3.4 Other Measures of Shape(Optional) 3.5 Measures of Relative Standing and Box Plots 3.6 Measures of Linear Relationship 3.7 General Guidelines for Exploring Data 3.8 Summary 4 PROBABILITY 4.1 Introduction 4.2 Assigning Probability to Events 4.3 Joint,Marginal,and Conditional Probability 4.4 Probability Rules and Trees 4.5 Summary CASE 4.1 Let's Make a Deal CASE 4.2 To Bunt or Not to Bunt,That Is the Question 5 RANDOM VARIABLES AND DISCRETE PROBABILITY DISTRIBUTIONS 5.1 Introduction 5.2 Random Variables and Probability Distributions 5.3 Describing the Population/Probability Distribution 5.4 Binomial Distribution 5.5 Poisson Distribution 5.6 Summary CASE 5.1 To Bunt or Not to Bunt,That Is the Question,Part Ⅱ 6 CONTINUOUS PROBABILITY DISTRIBUTIONS 6.1 Introduction 6.2 Probability Density Functions 6.3 Normal Distribution 6.4 Other Continuous Distributions 6.5 Summary 7 SAMPLING AND SAMPLING PLANS 7.1 Introduction 7.2 Sampling 7.3 Sampling Plans 7.4 Errors Involved in Sampling 7.5 Summary 8 SAMPLING DISTRIBUTIONS 8.1 Introduction 8.2 Sampling Distribution of the Mean 8.3 Creating the Sampling Distribution by Computer Simulation(Optional) 8.4 Sampling Distribution of a Proportion 8.5 Sampling Distribution of the Difference between Two Means 8.6 From Here to Inference 8.7 Summary 9 INTRODUCTION TO ESTIMATION 10 INTRODUCTION TO HYPOTHESIS TESTING 11 INFERENCE ABOUT A SINGLE POPULATION 12 INFERENCE ABOUT TWO POPULATIONS 13 STATISTICAL INFERENCE:REVIEW OF CHAPTERS 11 AND 12 14 ANALYSIS OF VARIANCE 15 CHI-SQUARED TESTS 16 NONPARAMETRIC STATISTICAL TECHNIQUES 17 SIMPLE LINEAR REGRESSION AND CORRELATION 18 MULTIPLE REGRESSION 19 STATISTICAL INFERENCE:CONCLUSION Appendix A Sample Statistics from Data Files in Chapters 9 and 10 Appendix B Tables Appendix C Answers to Selected Even-Numbered Exercises Index 教辅材料申请表 |
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