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Penanda Bagikan

e-book

Applied statistics and probability for engineers

Douglas C. Montgomery - Nama Orang; George C. Runger - Nama Orang;

This is an introductory textbook for a first course in applied statistics and probability for undergraduate
students in engineering and the physical or chemical sciences. These individuals play a significant role in designing and developing new products and manufacturing systems and processes, and they also improve existing systems. Statistical methods are an important tool in these activities because they provide the engineer with both descriptive and analytical methods for dealing with the variability in observed data. Although many of the methods we present are fundamental to statistical analysis in other disciplines, such as business and management, the life sciences, and the social sciences, we have elected to focus on an engineering-oriented audience. We believe that this approach will best serve students in engineering and the chemical/physical sciences and will allow them to concentrate on the many applications of statistics in these disciplines. We have worked hard to ensure that our examples and exercises are engineering- and science-based, and in almost all cases we have used examples of real data—either taken from a published source or based on our consulting experiences.

We believe that engineers in all disciplines should take at least one course in statistics. Unfortunately, because of other requirements, most engineers will only take one statistics course. This book can be used for a single course, although we have provided enough material for two courses in the hope that more students will see the important applications of statistics in their everyday work and elect a second course. We believe that this book will also serve as a useful reference.


Ketersediaan

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Informasi Detail
Judul Seri
-
No. Panggil
-
Penerbit
New York : John Wiley & Sons, Ltd.., 2003
Deskripsi Fisik
QA276.12.M645 - 519.5—dc21
Bahasa
English
ISBN/ISSN
0-471-20454-4
Klasifikasi
-
Tipe Isi
-
Tipe Media
-
Tipe Pembawa
-
Edisi
3rd ed.
Subjek
STATISTIK
Info Detail Spesifik
-
Pernyataan Tanggungjawab
agus
Versi lain/terkait

Tidak tersedia versi lain

Lampiran Berkas
  • FRONT MATTER
  • CONTENTS
  • CHAPTER 1. The Role of Statistics in Engineering
  • CHAPTER 2. Probability
  • CHAPTER 3. Discrete Random Variables and Probability Distributions
  • CHAPTER 4. Continuous Random Variables and Probability Distributions
  • CHAPTER 5. Joint Probability Distributions
  • CHAPTER 6. Random Sampling and Data Description
  • CHAPTER 7. Point Estimation of Parameters
  • CHAPTER 8. Statistical Intervals for a Single Sample
  • CHAPTER 9. Tests of Hypotheses for a Single Sample
  • CHAPTER 10. Statistical Inference for Two Samples
  • CHAPTER 11. Simple Linear Regression and Correlation
  • CHAPTER 12. Multiple Linear Regression
  • CHAPTER 13. Design and Analysis of Single-Factor Experiments: The Analysis of Variance
  • CHAPTER 14. Design of Experiments with Several Factors
  • CHAPTER 15. Nonparametric Statistics
  • CHAPTER 16. Statistical Quality Control
  • APPENDIX A. Statistical Tables and Charts
  • APPENDIX B. Bibliography
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