Introductory Statistics for Engineering Experimentation

ISBN-13: 9780125154239 / Angielski / Twarda / 2003 / 514 str.

Pete Nelson; Karen Copeland; Marie Coffin

Opis

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.

• Provides the statistical design and analysis of engineering experiments & problems
• Presents a student-friendly approach through providing statistical models for advanced learning techniques
• Covers essential and useful statistical methods used by engineers and scientists

Spis treści

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.