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Practical Engineering Statistics

Practical Engineering Statistics

Daniel Schiff, Ralph B. D'Agostino

ISBN: 978-0-471-54768-6 December 1995 328 Pages

 Hardcover

In Stock

$155.00

Description

PRACTICAL ENGINEERING STATISTICS

This lucidly written book offers engineers and advanced studentsall the essential statistical methods and techniques used inday-to-day engineering work. Without unnecessary digressions intoformal proofs or derivations, Practical Engineering Statisticsshows how to select the appropriate statistical method for aspecific task and then how to apply it correctly and confidently.Clear explanations supported by real-world examples lead the readerstep-by-step through each procedure. Topics covered include productdesign and development; estimations of the mean value andvariability of measured data; comparison of processes or products;the relationships between variables; and more.

With its emphasis on practical use and its full range ofengineering applications, Practical Engineering Statistics servesas an indispensable, time-saving reference for all engineersworking in design, reliability, assurance, scheduling, andmanufacturing.

PRACTICAL ENGINEERING STATISTICS

While engineers are frequently involved in projects that requirethe application of statistical methods to analysis, prediction, andplanning, their background in statistics is often insufficient tothe task. In many cases the engineer has had little training instatistics beyond the concepts of the mean, the standard deviation,the median, and the quartile. Even those who have had one or morecourses in statistics will, at times, encounter problems which arebeyond their capacity to solve or understand.

Practical Engineering Statistics is designed to give engineers theknowledge to select the statistical approach that is mostappropriate to the problem at hand and the skills to confidentlyapply this approach to specific cases. It provides the engineerwith the statistical tools needed to perform the job effectively,whether it is pro-duct design and development, estimation of themean value and variability of measured data, comparison ofprocesses or products, or the relationship between variables.

Its authors bring two different areas of expertise to this uniquebook: statistics and engineering physics. In Practical EngineeringStatistics their collaboration has produced a book that clearlyleads engineers step-by-step through each procedure, withouttime-consuming and unnecessary discussions of proofs andderivations. Statistical procedures are discussed and explained indetail and demonstrated through real-world sample problems, withcorrect answers always provided. Readers learn how to determinewhich data represent true observations and which, through humanerror or flawed data, are false observations.

Complex problems are presented with computer printouts of thedatabase, intermediate steps, and results. Numerous illustrationsand tables of all commonly used distributions enhance theusefulness of this invaluable book.

Virtually all engineers and advanced students, especially those inmechanical, civil, electrical, aerospace, and chemical engineering,Practical Engineering Statistics is an indispensable reference thatwill give them the tools to do the statistical part of their workquickly and accurately.
Statistical Inference.

Probability Models.

Descriptive Statistics.

Inferential Statistics: Mean Values.

Analysis of Proportions and Categorical Data.

Variability.

Analysis of Variance and Experimental Design I. Outliers.

Extreme Value Analysis.

Sensitivity Testing.

Regression and Correlation.

Experimental Design II.

Control Charts.

Reliability and Lifetime.

Appendix.

Bibliography.

Index.
  • Written to suit the needs of engineering students rather than those of mathematicians.
  • Offers explanations on how to
    1. select appropriate measures for characterizing data that must be analyzed,
    2. select the best statistical procedures for analyzing the characteristics of importance,
    3. and apply these statistical procedures to achieve the required results.