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Probability & Statistics for Engineers & Scientists

Probability & Statistics for Engineers & Scientists

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About the Book

This classic text provides a rigorous introduction to basic probability theory and statistical inference that is motivated by interesting, relevant applications. Assumes a background in calculus; offers a unique balance of theory and methodology.

Features

NEW???Updated discussion of hypothesis testing
NEW???Chapters 11, 12 and 13 significantly reorganized???All are re-written and streamlined to remove computational drudgery so that instructors can more quickly focus on the analysis and interpretation of data.
NEW???Increased emphasis on the graphical display of data.
Flexible organization makes text appropriate for 1 or 2 term courses.
Accurate, compelling exercise sets???Concepts introduced in exercises and examples are spiraled throughout the exercise sets.
Complete detailed case studies???Topics include two-sample inference, 1 and 2 factor ANOVA, multi-factor ANOVA, regression, etc.

Content...
Preface
1 Introduction to Statistics and Data Analysis 1
2 Probability 9
3 Random Variables and Probability Distributions 51
4 Mathematical Expectation 84
5 Some Discrete Probability Distributions 114
6 Some Continuous Probability Distributions 143
7 Functions of Random Variables 180
8 Random Sampling, Data Description, and Some Fundamental Sampling Distributions 198
9 One- and Two-Sample Estimation Problems 238
10 One- and Two-Sample Tests of Hypotheses 290
11 Simple Linear Regression and Correlation 358
12 Multiple Linear Regression 405
13 One-Factor Experiments: General 461
14 Factorial Experiments 527
15 2[superscript k] Factorial Experiments and Fractions 559
16 Nonparametric Statistics 609
17 Statistical Quality Control 635
Bibliography 667
Appendix: Statistical Tables 671
Answers to Odd-Numbered Exercises 723
Index 737


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Product Details
  • ISBN-13: 9788177584042
  • Publisher: Pearson Education
  • Publisher Imprint: Pearson Education
  • Edition: 7
  • ISBN-10: 8177584049
  • Publisher Date: 2006
  • Binding: Paperback
  • Language: English

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