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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.

We have retained the relatively modest mathematical level of the first five editions. We have
found that engineering students who have completed one or two semesters of calculus and
have some knowledge of matrix algebra should have no difficulty reading all of the text. It is
our intent to give the reader an understanding of the methodology and how to apply it, not the
mathematical theory. We have made many enhancements in this edition, including reorganizing
and rewriting major portions of the book and adding a number of new exercises.


Ketersediaan

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Informasi Detail
Judul Seri
-
No. Panggil
-
Penerbit
New York : John Wiley & Sons, Inc., 2014
Deskripsi Fisik
xix, 811 Hlm.
Bahasa
English
ISBN/ISSN
9781118539712
Klasifikasi
-
Tipe Isi
-
Tipe Media
-
Tipe Pembawa
-
Edisi
6th 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 Descriptive Statistics
  • Chapter 7 Point Estimation of Parameters and Sampling Distributions
  • 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
  • apter 13 Design and Analysis of Single-Factor Experiments: The Analysis of Variance
  • Chapter 14 Design of Experiments with Several Factors
  • Chapter 15 Statistical Quality Control
  • Appendix A. Statistical Tables and Charts
  • Appendix B. Bibliography
  • Appendix C. Answers to Selected Exercises
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