Introduction to Probability & Statistics for Engineers & Scientists, 5/e (Hardcover)
暫譯: 工程師與科學家的機率與統計導論,第5版(精裝本)
Sheldon M. Ross
- 出版商: Academic Press
- 出版日期: 2014-08-28
- 售價: $1,548
- 語言: 英文
- 頁數: 686
- 裝訂: Hardcover
- ISBN: 0123948118
- ISBN-13: 9780123948113
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相關分類:
機率統計學 Probability-and-statistics
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其他版本:
Introduction to Probability and Statistics for Engineers and Scientists, 5/e (Paperback)
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商品描述
<內容簡介>
Introduction to Probability and Statistics for Engineers and Scientists provides a superior introduction to applied probability and statistics for engineering or science majors. Ross emphasizes the manner in which probability yields insight into statistical problems; ultimately resulting in an intuitive understanding of the statistical procedures most often used by practicing engineers and scientists. Real data sets are incorporated in a wide variety of exercises and examples throughout the book, and this emphasis on data motivates the probability coverage. As with the previous editions, Ross' text has tremendously clear exposition, plus real-data examples and exercises throughout the text. Numerous exercises, examples, and applications connect probability theory to everyday statistical problems and situations.
<章節目錄>
Ch1 Introduction to Statistics
Ch2 Descriptive Statistics
Ch3 Elements of Probability
Ch4 Random Variables and Expectation
Ch5 Special Random Variables
Ch6 Distributions of Sampling Statistics
Ch7 Parameter Estimation
Ch8 Hypothesis Testing
Ch9 Regression
Ch10 Analysis of Variance
Ch11 Goodness of Fit Tests and Categorical Data Analysis
Ch12 Nonparametric Hypothesis Tests
Ch13 Quality Control
Ch14 LifeTesting
Ch15 Simulation, Bootstrap Statistical Methods, and Permutation Tests
商品描述(中文翻譯)
內容簡介
《工程師與科學家的機率與統計導論》為工程或科學專業提供了優越的應用機率與統計入門。Ross 強調機率如何為統計問題提供洞見,最終使實踐中的工程師和科學家對最常用的統計程序有直觀的理解。本書中包含了各種真實數據集的練習和範例,這種對數據的重視促進了機率的涵蓋。與之前的版本一樣,Ross 的文本具有極其清晰的闡述,並在整本書中提供了真實數據的範例和練習。大量的練習、範例和應用將機率理論與日常統計問題和情境相連結。
章節目錄
Ch1 統計學導論
Ch2 描述性統計
Ch3 機率的基本元素
Ch4 隨機變數與期望
Ch5 特殊隨機變數
Ch6 抽樣統計的分佈
Ch7 參數估計
Ch8 假設檢定
Ch9 迴歸分析
Ch10 方差分析
Ch11 擬合優度檢定與類別數據分析
Ch12 非參數假設檢定
Ch13 品質控制
Ch14 壽命測試
Ch15 模擬、重抽樣統計方法與置換檢定