Probability, Random Variables, and Data Analytics with Engineering Applications

Language: English

Published by Springer, Palgrave Macmillan Feb 2021, 2021

3030562581 / 9783030562588

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This item is printed on demand - Print on Demand Titel. Neuware -This book bridges the gap between theory and applications that currently exist in undergraduate engineering probability textbooks. It offers examples and exercises using data (sets) in addition to traditional analytical and conceptual ones. Conceptual topics such as one and two random variables, transformations, etc. are presented with a focus on applications. Data analytics related portions of the book offer detailed coverage of receiver operating characteristics curves, parametric and nonparametric hypothesis testing, bootstrapping, performance analysis of machine vision and clinical diagnostic systems, and so on. With Excel spreadsheets of data provided, the book offers a balanced mix of traditional topics and data analytics expanding the scope, diversity, and applications of engineering probability. This makes the contents of the book relevant to current and future applications students are likely to encounter in their endeavors after completion of their studies. A full suite of classroom material is included. A solutions manual is available for instructors.Bridges the gap between conceptual topics and data analytics through appropriate examples and exercises;Features 100's of exercises comprising of traditional analytical ones and others based on data sets relevant to machine vision, machine learning and medical diagnostics;Intersperses analytical approaches with computational ones, providing two-level verifications of a majority of examples and exercises.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 488 pp. Englisch.…

Seller Inventory # 9783030562588

Title
Probability, Random Variables, and Data Analytics with Engineering Applications
Author
P. Mohana Shankar
Publisher
Springer, Palgrave Macmillan Feb 2021
Publication year
2021
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3030562581
ISBN 13
9783030562588
Item weight
893 grams
Dimensions
241x160x32 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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