Improving Almost Anything: Ideas and Essays质量完善：思想与论文 azw3 chm 地址 kindle 阿里云 下载 umd pdf

Masterworks in process improvement and quality technology-- by George Box and friends

George Box has a unique ability to explain complex ideas simply and eloquently. This revised edition of his masterworks since 1982 clearly demonstrates the range of his wit and intellect. These fascinating readings represent the cornerstones in the theory and application of process improvement, product design, and process control. Readers will gain valuable insights into the fundamentals and philosophy of scientific method using statistics and how it can drive creativity and discovery.

The book is divided into five key parts:

Part A, Some Thoughts on Quality Improvement, concerns the democratization of the scientific method and, in such papers as "When Murphy Speaks--Listen," advises managers to view operation of their processes as ongoing opportunities for improvement.

Part B, Design of Experiments for Process Improvement, illustrates the enormous advantages offered by experimental design in the pursuit of better products and processes.

Part C, Sequential Investigation and Discovery, shows how sequential assembly of designs allows the experimenter to match the difficulty of the problem with the effort needed to solve it.

Part D, Control, describes application of feedback control in the Statistical Process Control (SPC) environment. A simple graphical technique using Box-Jenkins charts is set forth to appropriately adjust processes to target.

Part E, Variance Reduction and Robustness, demonstrates how the existence of more than one source of variation may be used to achieve products robust to the environment in which they must function and emphasizes the importance of error transmission and data transformation in producing robust assemblies.

A Foreword by Dr. J. Stuart Hunter allows readers to gain insight into the workings of a remarkable mind and explains how these ideas can greatly catalyze their efforts in process improvement.

作者简介：

GEORGE BOX, PHD, DSC, FRS, is R. A. Fisher Professor Emeritus of Statistics and Industrial Engineering at the University of Wisconsin. He has been the director of research for investigators at Imperial Chemical Industries, Princeton University, and University of Wisconsin-Madison. He is a Fellow of the Royal Society of London and the American Academy of Arts and Sciences, and an Honorary Member and Shewhart and Deming Medalist of the American Society for Quality. He was awarded the Samuel S. Wilks Memorial Medal from the American Statistical Association and the Guy Medal in Gold from the Royal Statistical Society. He is the author of more than 200 published papers and more than a dozen critically acclaimed books.

Foreword

Friends of George Box

My Professional Life

Part A. Some Thoughts on Process and Quality Improvement

A.0. Introduction

A.1. Good Quality Costs Less? How Come?

A.2. When Murphy Speaks--Listen

A.3. Changing Management Policy to Improve Quality and Productivity

A.4. Scientific Method: The Generation of Knowledge

Part B. Design of Experiments for Process Improvement

　B.0. Introduction

　B.I. Do Interactions Matter?

　B.2. Teaching Engineers Experimental Design with a Paper Helicopter

　B.3. What Can You Find Out from Eight Experimental Runs?

　B.4. What Can You Find Out from Sixteen Experimental Runs?

　B.5. What Can You Find Out from Twelve Experimental Runs?

　B.6. Sequential Experimentation and Sequential Assembly of Designs

　B.7. Must We Randomize Our Experiment?

　B.8. Botched Experiments, Missing Observations, and Bad Values

　B.9. Graphics for Finding Bad Values in Factorial Designs

　B.10. How to Get Lucky

　……

Part C. Sequential Investigation and Discovery

Part D. Control

Part E. Variance Reduction and Robustness

Part F. Songs

References

biography

Books and Articles Written by George Box from 1982 to 2005

Index

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书籍介绍

Masterworks in process improvement and quality technology-- by George Box and friends George Box has a unique ability to explain complex ideas simply and eloquently. This revised edition of his masterworks since 1982 clearly demonstrates the range of his wit and intellect. These fascinating readings represent the cornerstones in the theory and application of process improvement, product design, and process control. Readers will gain valuable insights into the fundamentals and philosophy of scientific method using statistics and how it can drive creativity and discovery. The book is divided into five key parts: Part A, Some Thoughts on Quality Improvement, concerns the democratization of the scientific method and, in such papers as "When Murphy Speaks--Listen," advises managers to view operation of their processes as ongoing opportunities for improvement. Part B, Design of Experiments for Process Improvement, illustrates the enormous advantages offered by experimental design in the pursuit of better products and processes. Part C, Sequential Investigation and Discovery, shows how sequential assembly of designs allows the experimenter to match the difficulty of the problem with the effort needed to solve it. Part D, Control, describes application of feedback control in the Statistical Process Control (SPC) environment. A simple graphical technique using Box-Jenkins charts is set forth to appropriately adjust processes to target. Part E, Variance Reduction and Robustness, demonstrates how the existence of more than one source of variation may be used to achieve products robust to the environment in which they must function and emphasizes the importance of error transmission and data transformation in producing robust assemblies. A Foreword by Dr. J. Stuart Hunter allows readers to gain insight into the workings of a remarkable mind and explains how these ideas can greatly catalyze their efforts in process improvement.