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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Mathematik Wahrscheinlichkeitstheorie & Statistik Introduction to Statistical Methods, Design of Experiments and Statistical Quality Control
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Introduction to Statistical Methods, Design of Experiments and Statistical Quality Control
Dipayan Das (Taschenbuch, Englisch)
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Beschreibung
This book provides an accessible presentation of concepts from probability theory, statistical methods, the design of experiments and statistical quality control. It is shaped by the experience of the two teachers teaching statistical methods and concepts to engineering students, over a decade. Practical examples and end-of-chapter exercises are the highlights of the text as they are purposely… selected from different fields. Statistical principles discussed in the book have great relevance in several disciplines like economics, commerce, engineering, medicine, health-care, agriculture, biochemistry, and textiles to mention a few. A large number of students with varied disciplinary backgrounds need a course in basics of statistics, the design of experiments and statistical quality control at an introductory level to pursue their discipline of interest. No previous knowledge of probability or statistics is assumed, but an understanding of calculus is a prerequisite. The whole book serves as a master level introductory course in all the three topics, as required in textile engineering or industrial engineering. Organised into 10 chapters, the book discusses three different courses namely statistics, the design of experiments and quality control. Chapter 1 is the introductory chapter which describes the importance of statistical methods, the design of experiments and statistical quality control. Chapters 2–6 deal with statistical methods including basic concepts of probability theory, descriptive statistics, statistical inference, statistical test of hypothesis and analysis of correlation and regression. Chapters 7–9 deal with the design of experiments including factorial designs and response surface methodology, and Chap. 10 deals with statistical quality control. 74,89 €
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Technische Daten
Erscheinungsdatum
16.12.2018
Sprache
Englisch
EAN
9789811346736
Herausgeber
Springer Singapore
Sonderedition
Nein
Autor
Dipayan Das
Seitenanzahl
430
Auflage
Softcover reprint of the original 1st edition 2018
Einbandart
Taschenbuch
Einbandart Details
Trade Paperback (US)
Schlagwörter
Data Representation, Descriptive Statistics, Sampling Distributions, Point Estimation, Neyman-Pearson Theory, Kolmogorov Smirnov Test, Correlation, Regression, Multi-Factor Experimental Designs
Thema-Inhalt
PBT - Wahrscheinlichkeitsrechnung und Statistik
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer Nature Singapore, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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