عنوان

Introduction to statistical methods, design of experiments and statistical quality control /

(Number (ISBN

9789811317361

(Number (ISBN

9789811317378

(Number (ISBN

9811317364

(Number (ISBN

9811317372

Erroneous ISBN

9789811317354

Erroneous ISBN

9811317356

Title Proper

Introduction to statistical methods, design of experiments and statistical quality control /

General Material Designation

[Book]

First Statement of Responsibility

Dharmaraja Selvamuthu, Dipayan Das.

Place of Publication, Distribution, etc.

Singapore :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

[2018]

Specific Material Designation and Extent of Item

1 online resource

Text of Note

Includes bibliographical references and index.

Text of Note

Chapter 1. Introduction -- Chapter 2. Review of Probability -- Chapter 3. Descriptive Statistics -- Chapter 4. Sampling Distributions and Estimation -- Chapter 5. Testing of Hypothesis -- Chapter 6. Analysis of Correlation and Regression -- Chapter 7. Single Factor Experimental Design -- Chapter 8. Multi-Factor Experimental Designs -- Chapter 9. Response Surface Methodology -- Chapter 10. Statistical Quality Control.

0

Text of Note

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.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9789811317361

Title

Introduction to statistical methods, design of experiments and statistical quality control.

International Standard Book Number

9789811317354

Mathematical statistics-- Methodology.

Mathematical statistics.

Statistical Theory and Methods.

Mathematical statistics-- Methodology.

Mathematical statistics.

Mathematics-- Probability & Statistics-- General.

Probability & statistics.

MAT029000

PBT

PBT

Number

Edition

Class number

Book number

Selvamuthu, Dharmaraja.

Das, Dipayan.

Date of Transaction

20200823225212.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y