Introduction to statistical methods, design of experiments and statistical quality control /
نام عام مواد
[Book]
نام نخستين پديدآور
Dharmaraja Selvamuthu, Dipayan Das.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Singapore :
نام ناشر، پخش کننده و غيره
Springer,
تاریخ نشرو بخش و غیره
[2018]
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
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.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
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.
یادداشتهای مربوط به سفارشات
منبع سفارش / آدرس اشتراک
Springer Nature
شماره انبار
com.springer.onix.9789811317361
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Introduction to statistical methods, design of experiments and statistical quality control.
شماره استاندارد بين المللي کتاب و موسيقي
9789811317354
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Mathematical statistics-- Methodology.
موضوع مستند نشده
Mathematical statistics.
موضوع مستند نشده
Statistical Theory and Methods.
موضوع مستند نشده
Mathematical statistics-- Methodology.
موضوع مستند نشده
Mathematical statistics.
موضوع مستند نشده
Mathematics-- Probability & Statistics-- General.
موضوع مستند نشده
Probability & statistics.
مقوله موضوعی
موضوع مستند نشده
MAT029000
موضوع مستند نشده
PBT
موضوع مستند نشده
PBT
رده بندی ديویی
شماره
519
.
5
ويراست
23
رده بندی کنگره
شماره رده
QA276
نشانه اثر
.
S45
2018
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )