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Probability and statistics for STEM : a course in one semester

By: Barron, Emmanual N.
Contributor(s): Del Greco, J. G.
Series: Synthesis lectures on mathematics and statistics, 1938-1751 ; #33.Publisher: Cham : Springer, 2024Edition: 2nd ed.Description: xvii, 288 p. ; ill., 25 cm.ISBN: 9783031389849.Subject(s): Mathematical statistics | Central Limit Theorem | Confidence interval | F-statistic | Normal distribution | Null hypothesis | P-value | Pivotal quantity | Prediction interval | Random sample | Sample spaceDDC classification: 519.5 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.
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Includes bibliographical references and index.

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.

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