Introductory Statistics for Engineering Experimentation
暫譯: 工程實驗的入門統計學

Peter R. Nelson, Karen A.F. Copeland, Marie Coffin

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商品描述

The Accreditation Board for Engineering and Technology (ABET) introduced a criterion starting with their 1992-1993 site visits that "Students must demonstrate a knowledge of the application of statistics to engineering problems." Since most engineering curricula are filled with requirements in their own discipline, they generally do not have time for a traditional two semesters of probability and statistics. Attempts to condense that material into a single semester often results in so much time being spent on probability that the statistics useful for designing and analyzing engineering/scientific experiments is never covered. In developing a one-semester course whose purpose was to introduce engineering/scientific students to the most useful statistical methods, this book was created to satisfy those needs.

Content:

Introduction; Summarizing Data; Models for Experiment Outcomes; Models for the Random Error; Inference for a Single Population; Comparing Two Populations; One-Factor Multi-Sample Experiments; Experiments with Two Factors; Multi-Factor Experiments; Inference for Regression Models; Response Surface Methods; Appendices; References.

商品描述(中文翻譯)

工程與技術認證委員會(ABET)在1992-1993年的現場訪問中引入了一項標準,該標準要求「學生必須展示將統計應用於工程問題的知識。」由於大多數工程課程的內容已經充滿了各自學科的要求,因此通常沒有時間進行傳統的兩學期機率與統計課程。將這些內容濃縮為一個學期的嘗試,往往導致在機率上花費過多時間,以至於設計和分析工程/科學實驗所需的統計內容從未涵蓋。在開發一門旨在向工程/科學學生介紹最有用的統計方法的一學期課程時,本書應運而生,以滿足這些需求。

內容:
介紹;數據摘要;實驗結果模型;隨機誤差模型;單一母體的推論;比較兩個母體;單因子多樣本實驗;雙因子實驗;多因子實驗;回歸模型的推論;響應面方法;附錄;參考文獻。