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The special focus of this proceeding is to cover the areas of
infrastructure engineering and sustainability management. The
state-of-the art information in infrastructure and sustainable
issues in engineering covers earthquake, bioremediation,
synergistic management, timber engineering, flood management and
intelligent transport systems. It provides precise information with
regards to innovative research development in construction
materials and structures in addition to a compilation of
interdisciplinary finding combining nano-materials and engineering.
This book aims to provide a thorough understanding of distribution
theory and data analysis using statistical software to solve
problems related to basic statistics, probability models, and
simulation. The volume provides a detailed concept of different
distributions used in statistics with their application in
real-life situations. Covering the analytical aspects using the
latest software, the volume discusses stochastic methods and other
statistical methods. It provides statistical data analysis by
taking multiple actual situations using the open-source software R
version 4.0 and Python 3.0+. A detailed study of the statistical
models is provided with examples related to health, agriculture,
insurance, and other sectors. Each chapter will help you to
increase your knowledge starting from basic statistics to advanced
statistics. Key features: Discusses the importance of probability
in the field of applied statistics and its importance in day-to-day
life Discusses methods for graphical representations and summary
statistics with the help of numerous examples related to actual
situations Considers which distribution theories should be applied
in different situations Shows how to handle real-life problems
related to probability Introduces different ways of data handling
using various software Topics include random variables, statistical
properties and theorems, discrete probability models, Weibull
distributions, sample generation, Pareto and Burr distributions,
data analysis through the freely available statistical package
Python, and more. Written clearly for both students and
researchers, this volume will be a valuable resource on
distribution theories and their applications.
The special focus of this proceeding is to cover the areas of
infrastructure engineering and sustainability management. The
state-of-the art information in infrastructure and sustainable
issues in engineering covers earthquake, bioremediation,
synergistic management, timber engineering, flood management and
intelligent transport systems. It provides precise information with
regards to innovative research development in construction
materials and structures in addition to a compilation of
interdisciplinary finding combining nano-materials and engineering.
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