工程师与科学家统计学:英文
本书特色
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William Navidi is Professor of Applied Mathematics and Statistics at the Colorado School of Mines.He received his B.A. degree in mathematics from New College， his M.A. in mathematics from Michigan State University，and his Ph.D. in statistics from the University of California at Berkeley. Professor Navidi has authored more than 70 research papers both in statistical theory and in a wide variety of applications includ-ing computer networks， epidemiology， molecular biology， chemical engineering， and geophysics.
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内容简介
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本书的主要你内容是概率论与数理统计。本书作者的观点是,工程和科学专业的入门统计学教材应该在一定程度上提供所有与这些主题相关的内容,此外,该教材应该足够灵活,允许对覆盖范围做出各种选择,也正是因为这个原因使得设计一门成功的入门统计学课程的方法有很多种,*后,该教材应该提供在现实环境中呈现重要思想的例子,由此,本书具有以下特点
1.在概率的表达上是灵活的,使教师在选择话题的深度和广度上有很大的自由。
2.包含了许多以真实的、当代的数据集为特色的例子,既能激励学生,又能展示它们与工业和科学研究的联系。
3.包含了许多计算机输出的例子和适合用计算机软件解决的练习题。
4.对误差传播作了广泛的论述。
5.对模拟方法和引导程序进行了深入介绍,包括验证正态性假设、计算概率、估计偏差、计算置信区间和测试假设的应用程序。
6.与大多数介绍性文章相比,本书提供了更广泛的线性模型诊断程序,这包括检查残差图变量变换和多变量模型中变量选择的原则。
7.涵盖了标准的介绍性主题,包括描述性统计、概率、置信区间、假设检验、线性回归、阶乘验和统计质量控制。
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目录
Preface Acknowledgments of Reviewers and ContributorsKey FeaturesSupplements for Students and Instructors Chapter 1 Sampling and Descriptive Statistics Introduction1．1 Sampling1．2 Summary Statistics1．3 Graphical SummariesChapter 2 ProbabilityIntroduction2．1 Basicldeas2．2 Counting Methods2．3 Conditional Probability and Independence2．4 Random Variables2．5 Linear Functions of Random Variables2．6 Jointly Distributed Random VariablesChapter 3 Propagation of Error Introduction3．1 Measurement Error3．2 Linear Combinations of Measurements3．3 Uncertainties for Functions of One Measurement3．4 Uncertainties for Functions of Several MeasurementsChapter 4 Commonly Used DistributionsIntroduction4．1 The Bernoulli Distribution4，2 The Binomial Distribution4，3 The Poisson Distribution4．4 Some Other Discrete Distributions4．5 The Normal Distribution4．6 The Lognormal Distribution4．7 The Exponential Distribution4．8 Some Other Continuous Distributions4．9 Some Principles of Point Estimation4．10 Probability Plots4．11 The Central Limit Theorem4．12 SimulationChapter 5 Confidencelntervals Introduction5．1 Large-Sample Confidence Intervalsfor a Population Mean5．2 Confidence Intervals for Proportions 5．3 Small-Sample Confidence Intervals for a Population Mean……Chapter 6 Hypothesis TestingChapter 7 Correlation and Simple Linear RegressionChapter 8 Multiple RegressionChapter 9 Factorial ExperimentsChapter 10 Statistical Quality ControlAppendix A：Tables 804．Appendix B： PartiaI DerivativesAppendix C： BibliographyAnswers to Odd-Numbered ExercisesIndex编辑手记
封面
书名:工程师与科学家统计学:英文
作者:(美)威廉·耐威迪(Willam Nav
页数:14,914页
定价:¥58.0
出版社:哈尔滨工业大学出版社
出版日期:2019-06-01
ISBN:9787560380872
PDF电子书大小:68MB 高清扫描完整版