《套用統計分析：使用Excel》是機械工業出版社出版的一本圖書
基本介紹
- 書名：套用統計分析：使用Excel
- ISBN：機械工業出版社
- 出版社：機械工業出版社
- 重量：1 Kg
圖書信息,內容簡介,媒體評論,目錄,
圖書信息
出版社: 機械工業出版社; 第1版
外文書名: Applied Statistics with Microsoft Excel
叢書名: 時代教育·國外高校優秀教材精選
平裝
ISBN: 7111143213
條形碼: 9787111143215
尺寸: 26.2 x 18.6 x 2.8 cm
重量: 1 Kg
內容簡介
本書使用較少的機率知識，從各個套用層面，通過豐富的案例分析和讀者自己動手的套用實例，講解了套用統計的基本內容。本書系統地闡述了如何正確收集數據資料，如何使用Microsoft Excel軟體進行統計分析，應如何從中得到有意義的統計結論。使用此書不需要微積分基礎，只要具有高中的數學水平可以通覽全書。
媒體評論
書評
本書的作者有多年機率統計學、管理學和運籌管理學的教學經驗，編寫了多本暢銷教材。在本書中，作者繼續體現了他的“三步式”解決問題的方法，第一步是Indentify，包括試驗設計、收集數據和選擇模型；第二是Compute，即用Excel做計算；第三步是Interpret，就是分析、解釋計算的結果。
目錄
出版說明
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
教輔材料申請表
