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Introducing the tools of statistics and probability from the ground up
An understanding of statistical tools is essential for engineers and scientists who often need to deal with data analysis over the course of their work. Statistics and Probability with Applications for Engineers and Scientists walks readers through a wide range of popular statistical techniques, explaining step-by-step how to generate, analyze, and interpret data for diverse applications in engineering and the natural sciences.
Unique among books of this kind, Statistics and Probability with Applications for Engineers and Scientists covers descriptive statistics first, then goes on to discuss the fundamentals of probability theory. Along with case studies, examples, and real-world data sets, the book incorporates clear instructions on how to use the statistical packages Minitab® and Microsoft® Office Excel® to analyze various data sets. The book also features:
• Detailed discussions on sampling distributions, statistical estimation of population parameters, hypothesis testing, reliability theory, statistical quality control including Phase I and Phase II control charts, and process capability indices
• A clear presentation of nonparametric methods and simple and multiple linear regression methods, as well as a brief discussion on logistic regression method
• Comprehensive guidance on the design of experiments, including randomized block designs, one- and two-way layout designs, Latin square designs, random effects and mixed effects models, factorial and fractional factorial designs, and response surface methodology
• A companion website containing data sets for Minitab and Microsoft Office Excel, as well as JMP ® routines and results
Assuming no background in probability and statistics, Statistics and Probability with Applications for Engineers and Scientists features a unique, yet tried-and-true, approach that is ideal for all undergraduate students as well as statistical practitioners who analyze and illustrate real-world data in engineering and the natural sciences.
- Sales Rank: #821001 in Books
- Brand: Brand: Wiley
- Published on: 2013-04-29
- Original language: English
- Number of items: 1
- Dimensions: 10.30" h x 1.82" w x 8.30" l, 4.45 pounds
- Binding: Hardcover
- 896 pages
- Used Book in Good Condition
Review
“Considering the size and wealth of information that the book is providing for a one- or two-semester undergraduate course sequence, it is indeed reasonably priced and should be a strong candidate for serious consideration of a softcover edition in the course of time.” (Journal of Statistical Theory and Practice, 10 February 2014)
From the Back Cover
Introducing the tools of statistics and probability from the ground up
An understanding of statistical tools is essential for engineers and scientists who often need to deal with data analysis over the course of their work. Statistics and Probability with Applications for Engineers and Scientists walks readers through a wide range of popular statistical techniques, explaining step-by-step how to generate, analyze, and interpret data for diverse applications in engineering and the natural sciences.
Unique among books of this kind, Statistics and Probability with Applications for Engineers and Scientists covers descriptive statistics first, then goes on to discuss the fundamentals of probability theory. Along with case studies, examples, and real-world data sets, the book incorporates clear instructions on how to use the statistical packages Minitab® and Microsoft® Office Excel® to analyze various data sets. The book also features:
- Detailed discussions on sampling distributions, statistical estimation of population parameters, hypothesis testing, reliability theory, statistical quality control including Phase I and Phase II control charts, and process capability indices
- A clear presentation of nonparametric methods and simple and multiple linear regression methods, as well as a brief discussion on logistic regression method
- Comprehensive guidance on the design of experiments, including randomized block designs, one- and two-way layout designs, Latin square designs, random effects and mixed effects models, factorial and fractional factorial designs, and response surface methodology
- A companion website containing data sets for all Minitab and Microsoft Office Excel, as well as JMP® routines and results
Assuming no background in probability and statistics, Statistics and Probability with Applications for Engineers and Scientists features a unique, yet tried-and-true, approach that is ideal for all undergraduate students as well as statistical practitioners who analyze and illustrate real-world data in engineering and the natural sciences.
About the Author
BHISHAM C. GUPTA, PhD, is Professor in the Department of Mathematics and Statistics at the University of Southern Maine. Dr. Gupta has written four books and more than thirty articles.
IRWIN GUTTMAN, PhD, is Professor Emeritus of Statistics in the Department of Mathematics at the State University of New York at Buffalo and Department of Statistics at the University of Toronto, Canada. Dr. Guttman has written five books and over 140 articles.
Most helpful customer reviews
0 of 0 people found the following review helpful.
The statistical book I search any lucky day.
By jaime zamora alvarado
Any day, i was searching a statistical book, and i found it, i liked at the firts time.
In spite of it was very difficult to get the data set from the Wiley editorial.
Nowadays i am using it very often
Thanks Amazon for trust on me and sending it.
Sincerely,
Jaime Zamora Alvarado.
August 4, 2013
0 of 0 people found the following review helpful.
In this book, the author said that readers can ...
By sinhnguyen
In this book, the author said that readers can download ppt files of his lectures and solves for all exercises but I couldn't found them. I only download some other parts of them. It means that he didn't respect his readers.
0 of 1 people found the following review helpful.
Good content, poor Kindle formatting.
By tagger9
Good content, appropriate for folks with scientific or engineering backgrounds. There are lots of equations, as there should be, but there are also good explanations to accompany the equations. Covers statistics and probability. I found it a great single book to have on this topic.
I would have given this book 4 stars, but the Kindle formatting is poor (Kindle PC App and Kindle iPad App). The equations are kind of readable, but the overall formatting isn't nearly as nice as the print version. Authors: why don't you go through the trouble to format your Kindle books appropriately? It can be done, and there are lots of examples where a Kindle science or math book is as good as the print version. Its wrong that people have to buy heavy and expensive print books when a good Kindle book would be better.
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