ABSTRACT

Focusing on the importance of the application of statistical techniques, this book covers the design of experiments and stochastic modeling in textile engineering. Textile Engineering: Statistical Techniques, Design of Experiments and Stochastic Modeling focuses on the analysis and interpretation of textile data for improving the quality of textile processes and products using various statistical techniques.

FEATURES

  • Explores probability, random variables, probability distribution, estimation, significance test, ANOVA, acceptance sampling, control chart, regression and correlation, design of experiments and stochastic modeling pertaining to textiles
  • Presents step-by-step mathematical derivations
  • Includes MATLAB® codes for solving various numerical problems
  • Consists of case studies, practical examples and homework problems in each chapter

This book is aimed at graduate students, researchers and professionals in textile engineering, textile clothing, textile management and industrial engineering. This book is equally useful for learners and practitioners in other scientific and technological domains.

chapter 1|4 pages

Introduction

chapter 2|20 pages

Representation and Summarization of Data

chapter 3|40 pages

Probability

chapter 4|18 pages

Discrete Probability Distribution

chapter 5|36 pages

Continuous Probability Distributions

chapter 6|52 pages

Sampling Distribution and Estimation

chapter 7|54 pages

Test of Significance

chapter 8|30 pages

Analysis of Variance

chapter 9|48 pages

Regression and Correlation

chapter 10|64 pages

Design of Experiments

chapter 11|44 pages

Statistical Quality Control

chapter 12|22 pages

Stochastic Modelling