應(yīng)用統(tǒng)計(jì)分析

內(nèi)容概要

本書(shū)使用較少的概率知識(shí)，從各個(gè)應(yīng)用層面，通過(guò)豐富的案例分析和讀者自己動(dòng)手的應(yīng)用實(shí)例，講解了應(yīng)用統(tǒng)計(jì)的基本內(nèi)容。本書(shū)系統(tǒng)地闡述了如何正確收集數(shù)據(jù)資料，如何使用Microsoft Excel軟件進(jìn)行統(tǒng)計(jì)分析，應(yīng)如何從中得到有意義的統(tǒng)計(jì)結(jié)論。使用此書(shū)不需要微積分基礎(chǔ)，只要具有高中的數(shù)學(xué)水平可以通覽全書(shū)。

作者簡(jiǎn)介

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書(shū)籍目錄

出版說(shuō)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 Excel2 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 Summary3 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 Summary4 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 Question5 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 Ⅱ6 CONTINUOUS PROBABILITY DISTRIBUTIONS 6.1 Introduction 6.2 Probability Density Functions 6.3 Normal Distribution 6.4 Other Continuous Distributions 6.5 Summary7 SAMPLING AND SAMPLING PLANS 7.1 Introduction 7.2 Sampling 7.3 Sampling Plans 7.4 Errors Involved in Sampling 7.5 Summary8 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 Summary9 INTRODUCTION TO ESTIMATION10 INTRODUCTION TO HYPOTHESIS TESTING 11 INFERENCE ABOUT A SINGLE POPULATION12 INFERENCE ABOUT TWO POPULATIONS13 STATISTICAL INFERENCE:REVIEW OF CHAPTERS 11 AND 1214 ANALYSIS OF VARIANCE15 CHI-SQUARED TESTS16 NONPARAMETRIC STATISTICAL TECHNIQUES17 SIMPLE LINEAR REGRESSION AND CORRELATION18 MULTIPLE REGRESSION19 STATISTICAL INFERENCE:CONCLUSIONAppendix A Sample Statistics from Data Files in Chapters 9 and 10Appendix B TablesAppendix C Answers to Selected Even-Numbered ExercisesIndex教輔材料申請(qǐng)表

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書(shū)評(píng)本書(shū)的作者有多年概率統(tǒng)計(jì)學(xué)、管理學(xué)和運(yùn)籌管理學(xué)的教學(xué)經(jīng)驗(yàn)，編寫(xiě)了多本暢銷(xiāo)教材。在本書(shū)中，作者繼續(xù)體現(xiàn)了他的“三步式”解決問(wèn)題的方法，第一步是Indentify，包括試驗(yàn)設(shè)計(jì)、收集數(shù)據(jù)和選擇模型；第二是Compute，即用Excel做計(jì)算；第三步是Interpret，就是分析、解釋計(jì)算的結(jié)果。

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　　本書(shū)的作者有多年概率統(tǒng)計(jì)學(xué)、管理學(xué)和運(yùn)籌管理學(xué)的教學(xué)經(jīng)驗(yàn)，編寫(xiě)了多本暢銷(xiāo)教材。在本書(shū)中，作者繼續(xù)體現(xiàn)了他的“三步式”解決問(wèn)題的方法，第一步是Indentify，包括試驗(yàn)設(shè)計(jì)、收集數(shù)據(jù)和選擇模型；第二是Compute，即用Excel做計(jì)算；第三步是Interpret，就是分析、解釋計(jì)算的結(jié)果。

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