Applied Statistics for Civil and Environmental Engineers tackles the subject in a clear, up-to-date manner using a process-orientated approach. It introduces the subjects of mathematical statistics and probability theory.

Applied Statistics for Civil and Environmental Engineers addresses model estimation and testing, regression and multivariate methods, analysis of extreme events, simulation techniques, risk and reliability, and economic decision making.

Contents

1. Preliminary Data Analysis
2. Basic Probability Concepts
3. Random Variables and Their Properties
4. Probability Distributions
5. Model Estimation and Testing
6. Methods of Regression and Multivariate Analysis
7. Frequency Analysis of Extreme Events
8. Simulation Techniques for Design
9. Risk and Reliability Analysis
10. Bayesian Decision Methods and Parameter Uncertainty
11. Appendix

Index

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