Statistical Analysis for Civil Engineers (el. knyga) (skaityta knyga) | knygos.lt

Aprašymas

Statistical Analysis for Civil Engineers: Mathematical Theory and Applied Experiment Design is a well-researched and topically organized reference book that guides its readers, both in academia and industry, to recognize how to describe unpredictable events in a quantitative way and to learn how these events can be incorporated into practical engineering analysis, facilitating data-driven problem solving and optimization-based decision-making. Written by experts in the field, with a proven track record as educators and practicing consultancy specialists, this book has been developed in such a manner that advances understanding of the mathematical theory underlying analytical methodology (including ANOVA single variable, linear regression, Monte Carlo simulation, and meta-analysis) gradually and supports practical application through relevant worked examples in a variety of civil engineering branches, notably structural, materials, transportation, and geotechnical engineering. Through all stages of data analysis, numerical modeling and simulation, and implementation, the volume emphasizes the need to change the current perception with respect to the use of modern statistical techniques in the scientific as well as practical spheres of civil engineering.