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Probability and Statistics for STEM : A Course in One Semester / by E.N. Barron, J.G. Del Greco.

Springer Nature Synthesis Collection of Technology Collection 10 Available online

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Format:
Book
Author/Creator:
Barron, E.N., Author.
Greco, J.G. Del., Author.
Series:
Synthesis Lectures on Mathematics & Statistics, 1938-1751
Language:
English
Subjects (All):
Mathematics.
Statistics.
Engineering mathematics.
Engineering Mathematics.
Local Subjects:
Mathematics.
Statistics.
Engineering Mathematics.
Physical Description:
1 online resource (XVII, 231 p.)
Edition:
1st ed. 2020.
Place of Publication:
Cham : Springer International Publishing : Imprint: Springer, 2020.
Summary:
One of the most important subjects for all engineers and scientists is probability and statistics. This book presents the basics of the essential topics in probability and statistics from a rigorous standpoint. The basics of probability underlying all statistics is presented first and then we cover the essential topics in statistics, confidence intervals, hypothesis testing, and linear regression. This book is suitable for any engineer or scientist who is comfortable with calculus and is meant to be covered in a one-semester format.
Contents:
Preface
Acknowledgments
Probability
Random Variables
Distributions of Sample Mean and Sample SD
Confidence and Prediction Intervals
Hypothesis Testing
Linear Regression
Authors' Biographies
Index.
ISBN:
9783031024276
3031024273

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