Spatiotemporal Environmental Health Modelling A Tractatus Stochasticus

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Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus

Author : George Christakos
Publisher : Springer Science & Business Media
ISBN 13 : 1475728115
Total Pages : 411 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus by : George Christakos

Download or read book Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus written by George Christakos and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus provides a holistic, conceptual and quantitative framework for Environmental Health Modelling in space-time. The holistic framework integrates two aspects of Environmental Health Science that have been previously treated separately: the environmental aspect, which involves the natural processes that bring about human exposure to harmful substances; and the health aspect, which focuses on the interactions of these substances with the human body. Some of the fundamental issues addressed in this work include variability, scale, uncertainty, and space-time connectivity. These topics are important in the characterization of natural systems and health processes. Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus explains why modern stochastics is the appropriate mechanical vehicle for addressing such issues in a rigorous way. In particular, modern stochastics incorporates concepts and methods from probability, classical statistics, geostatistics, statistical mechanics and field theory. The authors present a synthetic view of environmental health that embraces all of the various components and focuses on their mutual interactions. Spatiotemporal Environmental Health Modeling: A Tractatus Stochasticus includes new material on Bayesian maximum entropy estimation techniques and space-time random field estimation methods. The authors show why these methods have clear advantages over the classical geostatistical estimation procedures and how they can be used to provide accurate space-time maps of environmental health processes. Also included are expositions of diagrammatic perturbation and renormalization group analysis, which have not been previously discussed within the context of Environmental Health. Finally, the authors present stochastic indicators that can be used for large-scale characterization of contamination and investigations of health effects at the microscopic level. This book will be a useful reference to both researchers and practitioners of Environmental Health Sciences. It will appeal specifically to environmental engineers, geographers, geostatisticians, earth scientists, toxicologists, epidemiologists, pharmacologists, applied mathematicians, physicists and biologists.

Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus

Author : George Christakos
Publisher : Springer
ISBN 13 : 9781441950482
Total Pages : 400 pages
Book Rating : 4.9/5 (54 download)

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Book Synopsis Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus by : George Christakos

Download or read book Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus written by George Christakos and published by Springer. This book was released on 2010-11-30 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus provides a holistic, conceptual and quantitative framework for Environmental Health Modelling in space-time. The holistic framework integrates two aspects of Environmental Health Science that have been previously treated separately: the environmental aspect, which involves the natural processes that bring about human exposure to harmful substances; and the health aspect, which focuses on the interactions of these substances with the human body. Some of the fundamental issues addressed in this work include variability, scale, uncertainty, and space-time connectivity. These topics are important in the characterization of natural systems and health processes. Spatiotemporal Environmental Health Modelling: A Tractatus Stochasticus explains why modern stochastics is the appropriate mechanical vehicle for addressing such issues in a rigorous way. In particular, modern stochastics incorporates concepts and methods from probability, classical statistics, geostatistics, statistical mechanics and field theory. The authors present a synthetic view of environmental health that embraces all of the various components and focuses on their mutual interactions. Spatiotemporal Environmental Health Modeling: A Tractatus Stochasticus includes new material on Bayesian maximum entropy estimation techniques and space-time random field estimation methods. The authors show why these methods have clear advantages over the classical geostatistical estimation procedures and how they can be used to provide accurate space-time maps of environmental health processes. Also included are expositions of diagrammatic perturbation and renormalization group analysis, which have not been previously discussed within the context of Environmental Health. Finally, the authors present stochastic indicators that can be used for large-scale characterization of contamination and investigations of health effects at the microscopic level. This book will be a useful reference to both researchers and practitioners of Environmental Health Sciences. It will appeal specifically to environmental engineers, geographers, geostatisticians, earth scientists, toxicologists, epidemiologists, pharmacologists, applied mathematicians, physicists and biologists.

Stochastic Medical Reasoning and Environmental Health Exposure

Author : George Christakos
Publisher : World Scientific
ISBN 13 : 1908977515
Total Pages : 356 pages
Book Rating : 4.9/5 (89 download)

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Book Synopsis Stochastic Medical Reasoning and Environmental Health Exposure by : George Christakos

Download or read book Stochastic Medical Reasoning and Environmental Health Exposure written by George Christakos and published by World Scientific. This book was released on 2014-03-19 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: The validity of certain critical reasoning steps carried out during or on the sidelines of the environmental science, public health survey, medical experiment, population risk assessment, or disease space–time mapping under conditions of in situ uncertainty and space–time heterogeneity, is often not given sufficient attention and may even be out of the investigator's line of thought. For example, the technical complexity of an environmental exposure experiment may overshadow the logical assumptions made when moving from one phase of the experiment to the next, or the study of population risk assessment may focus on analytical and computational matters, whereas methodological and cultural factors are neglected. This book helps health investigators structure their thinking so that they avoid logical mistakes and argument pitfalls, and also gain new insights about reality, improve their awareness of the environment and context within which one's thinking takes place. Contents:Medical Sciences in the Age of SynthesisReasoning Amidst UncertaintyThe Role of ProbabilitySpace–Time Medical Mapping and Causation ModelingLooking Ahead Readership: Practitioners and researchers in environmental and health sciences. Keywords:Space-Time;Environment;Health;Medicine;Stochastic Reasoning;Decision-MakingKey Features:This is the first book on space–time stochastic reasoning for environmental and health scientistsThis book helps practitioners to structure and organise their thinking and planning skills

Quantitative Analysis and Modeling of Earth and Environmental Data

Author : Jiaping Wu
Publisher : Elsevier
ISBN 13 : 0128163429
Total Pages : 504 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Quantitative Analysis and Modeling of Earth and Environmental Data by : Jiaping Wu

Download or read book Quantitative Analysis and Modeling of Earth and Environmental Data written by Jiaping Wu and published by Elsevier. This book was released on 2021-12-04 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantitative Analysis and Modeling of Earth and Environmental Data: Space-Time and Spacetime Data Considerations introduces the notion of chronotopologic data analysis that offers a systematic, quantitative analysis of multi-sourced data and provides information about the spatial distribution and temporal dynamics of natural attributes (physical, biological, health, social). It includes models and techniques for handling data that may vary by space and/or time, and aims to improve understanding of the physical laws of change underlying the available numerical datasets, while taking into consideration the in-situ uncertainties and relevant measurement errors (conceptual, technical, computational). It considers the synthesis of scientific theory-based methods (stochastic modeling, modern geostatistics) and data-driven techniques (machine learning, artificial neural networks) so that their individual strengths are combined by acting symbiotically and complementing each other. The notions and methods presented in Quantitative Analysis and Modeling of Earth and Environmental Data: Space-Time and Spacetime Data Considerations cover a wide range of data in various forms and sources, including hard measurements, soft observations, secondary information and auxiliary variables (ground-level measurements, satellite observations, scientific instruments and records, protocols and surveys, empirical models and charts). Including real-world practical applications as well as practice exercises, this book is a comprehensive step-by-step tutorial of theory-based and data-driven techniques that will help students and researchers master data analysis and modeling in earth and environmental sciences (including environmental health and human exposure applications). Explores the analysis and processing of chronotopologic (i.e., space-time and spacetime) data that varies spatially and/or temporally, which is the case with the majority of data in scientific and engineering disciplines Studies the synthesis of scientific theory and empirical evidence (in its various forms) that offers a mathematically rigorous and physically meaningful assessment of real-world phenomena Covers a wide range of data describing a variety of attributes characterizing physical phenomena and systems including earth, ocean and atmospheric variables, environmental and ecological parameters, population health states, disease indicators, and social and economic characteristics Includes case studies and practice exercises at the end of each chapter for both real-world applications and deeper understanding of the concepts presented

Spatiotemporal Analysis of Extreme Hydrological Events

Author : Gerald Corzo
Publisher : Elsevier
ISBN 13 : 0128117311
Total Pages : 194 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Spatiotemporal Analysis of Extreme Hydrological Events by : Gerald Corzo

Download or read book Spatiotemporal Analysis of Extreme Hydrological Events written by Gerald Corzo and published by Elsevier. This book was released on 2018-11-20 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spatio-temporal Analysis of Extreme Hydrological Events offers an extensive view of the experiences and applications of the latest developments and methodologies for analyzing and understanding extreme environmental and hydrological events. The book addresses the topic using spatio-temporal methods, such as space-time geostatistics, machine learning, statistical theory, hydrological modelling, neural network and evolutionary algorithms. This important resource for both hydrologists and statisticians interested in the framework of spatial and temporal analysis of hydrological events will provide users with an enhanced understanding of the relationship between magnitude, dynamics and the probability of extreme hydrological events. Presents spatio-temporal processes, including multivariate dynamic modelling Provides varying methodological approaches, giving the readers multiple hydrological modelling information to use in their work Includes a variety of case studies making the context of the book relatable to everyday working situations

1st International Conference on Advances in Mineral Resources Management and Environmental Geotechnology

Author : Zacharias Agioutantis
Publisher : HELIOTOPOS CONFERENCES
ISBN 13 : 9608815304
Total Pages : 778 pages
Book Rating : 4.6/5 (88 download)

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Book Synopsis 1st International Conference on Advances in Mineral Resources Management and Environmental Geotechnology by : Zacharias Agioutantis

Download or read book 1st International Conference on Advances in Mineral Resources Management and Environmental Geotechnology written by Zacharias Agioutantis and published by HELIOTOPOS CONFERENCES. This book was released on 2004 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Temporal GIS

Author : George Christakos
Publisher : Springer Science & Business Media
ISBN 13 : 3642565409
Total Pages : 219 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Temporal GIS by : George Christakos

Download or read book Temporal GIS written by George Christakos and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 219 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book focuses on the development of advanced functions for field-based temporal geographical information systems (TGIS). These fields describe natural, epidemiological, economical, and social phenomena distributed across space and time. The book is organized around four main themes: "Concepts, mathematical tools, computer programs, and applications". Chapters I and II review the conceptual framework of the modern TGIS and introduce the fundamental ideas of spatiotemporal modelling. Chapter III discusses issues of knowledge synthesis and integration. Chapter IV presents state-of-the-art mathematical tools of spatiotemporal mapping. Links between existing TGIS techniques and the modern Bayesian maximum entropy (BME) method offer significant improvements in the advanced TGIS functions. Comparisons are made between the proposed functions and various other techniques (e.g., Kriging, and Kalman-Bucy filters). Chapter V analyzes the interpretive features of the advanced TGIS functions, establishing correspondence between the natural system and the formal mathematics which describe it. In Chapters IV and V one can also find interesting extensions of TGIS functions (e.g., non-Bayesian connectives and Fisher information measures). Chapters VI and VII familiarize the reader with the TGIS toolbox and the associated library of comprehensive computer programs. Chapter VIII discusses important applications of TGIS in the context of scientific hypothesis testing, explanation, and decision making.

Spatial and Spatio-Temporal Geostatistical Modeling and Kriging

Author : José-María Montero
Publisher : John Wiley & Sons
ISBN 13 : 1118413180
Total Pages : 423 pages
Book Rating : 4.1/5 (184 download)

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Book Synopsis Spatial and Spatio-Temporal Geostatistical Modeling and Kriging by : José-María Montero

Download or read book Spatial and Spatio-Temporal Geostatistical Modeling and Kriging written by José-María Montero and published by John Wiley & Sons. This book was released on 2015-08-17 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of constructing them. This book is a unified approach to modeling spatial and spatio-temporal data together with significant developments in statistical methodology with applications in R. This book includes: Methods for selecting valid covariance functions from the empirical counterparts that overcome the existing limitations of the traditional methods. The most innovative developments in the different steps of the kriging process. An up-to-date account of strategies for dealing with data evolving in space and time. An accompanying website featuring R code and examples

Progress in Spatial Analysis

Author : Antonio Páez
Publisher : Springer Science & Business Media
ISBN 13 : 3642033261
Total Pages : 499 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Progress in Spatial Analysis by : Antonio Páez

Download or read book Progress in Spatial Analysis written by Antonio Páez and published by Springer Science & Business Media. This book was released on 2009-10-30 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: Space is increasingly recognized as a legitimate factor that influences many processes and conceptual frameworks, including notions of spatial coherence and spatial heterogeneity that have been demonstrated to provide substance to both theory and explanation. The potential and relevance of spatial analysis is increasingly understood by an expanding sphere of cogent disciplines that have adopted the tools of spatial analysis. This book brings together major new developments in spatial analysis techniques, including spatial statistics, econometrics, and spatial visualization, and applications to fields such as regional studies, transportation and land use, political and economic geography, population and health. Establishing connections to existing and emerging lines of research, the book also serves as a survey of the field of spatial analysis and its links with related areas.

Modern Spatiotemporal Geostatistics

Author : George Christakos
Publisher : Courier Corporation
ISBN 13 : 0486310930
Total Pages : 305 pages
Book Rating : 4.4/5 (863 download)

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Book Synopsis Modern Spatiotemporal Geostatistics by : George Christakos

Download or read book Modern Spatiotemporal Geostatistics written by George Christakos and published by Courier Corporation. This book was released on 2013-09-26 with total page 305 pages. Available in PDF, EPUB and Kindle. Book excerpt: This scholarly introductory treatment explores the fundamentals of modern geostatistics, viewing them as the product of the advancement of the epistemic status of stochastic data analysis. The book's main focus is the Bayesian maximum entropy approach for studying spatiotemporal distributions of natural variables, an approach that offers readers a deeper understanding of the role of geostatistics in improved mathematical models of scientific mapping. Starting with a overview of the uses of spatiotemporal mapping in the natural sciences, the text explores spatiotemporal geometry, the epistemic paradigm, the mathematical formulation of the Bayesian maximum entropy method, and analytical expressions of the posterior operator. Additional topics include uncertainty assessment, single- and multi-point analytical formulations, and popular methods. An innovative contribution to the field of space and time analysis, this volume offers many potential applications in epidemiology, geography, biology, and other fields.

Public Health Risk Assessment for Human Exposure to Chemicals

Author : K. Asante-Duah
Publisher : Springer Science & Business Media
ISBN 13 : 9401004811
Total Pages : 352 pages
Book Rating : 4.4/5 (1 download)

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Book Synopsis Public Health Risk Assessment for Human Exposure to Chemicals by : K. Asante-Duah

Download or read book Public Health Risk Assessment for Human Exposure to Chemicals written by K. Asante-Duah and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: In fact, with the control and containment of most infectious conditions and diseases of the past millennium having been achieved in most developed countries, and with the resultant increase in life expectancies, much more attention seems to have shifted to degenerative health problems. Many of the degenerative health conditions have been linked to thousands of chemicals regularly encountered in human living and occupational/work environments. It is important, therefore, that human health risk assessments are undertaken on a consistent basis - in order to determine the potential impacts of the target chemicals on public health.

Management of Contaminated Site Problems, Second Edition

Author : Kofi Asante-Duah
Publisher : CRC Press
ISBN 13 : 0429584466
Total Pages : 598 pages
Book Rating : 4.4/5 (295 download)

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Book Synopsis Management of Contaminated Site Problems, Second Edition by : Kofi Asante-Duah

Download or read book Management of Contaminated Site Problems, Second Edition written by Kofi Asante-Duah and published by CRC Press. This book was released on 2019-04-12 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book outlines the strategies used in the investigation, characterization, management, and restoration and remediation for various contaminated sites. It draws on real-world examples from across the globe to illustrate remediation techniques and discusses their applicability. It provides guidance for the successful corrective action assessment and response programs for any type of contaminated land problem, and at any location. The systematic protocols presented will aid environmental professionals in managing contaminated land and associated problems more efficiently. This new edition adds twelve new chapters, and is fully updated and expanded throughout.

Calibration and Reliability in Groundwater Modelling

Author : Karel Kovar
Publisher :
ISBN 13 : 9781901502077
Total Pages : 566 pages
Book Rating : 4.5/5 (2 download)

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Book Synopsis Calibration and Reliability in Groundwater Modelling by : Karel Kovar

Download or read book Calibration and Reliability in Groundwater Modelling written by Karel Kovar and published by . This book was released on 2003 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advances and Challenges in Space-time Modelling of Natural Events

Author : Emilio Porcu
Publisher : Springer Science & Business Media
ISBN 13 : 3642170854
Total Pages : 263 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Advances and Challenges in Space-time Modelling of Natural Events by : Emilio Porcu

Download or read book Advances and Challenges in Space-time Modelling of Natural Events written by Emilio Porcu and published by Springer Science & Business Media. This book was released on 2012-01-04 with total page 263 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book arises from the International Spring School "Advances and Challenges in Space-Time modelling of Natural Events," which took place March 2010. It details recent developments, new methods and applications in spatial statistics and related areas. This book arises from the International Spring School "Advances and Challenges in Space-Time modelling of Natural Events," which took place March 2010. It details recent developments, new methods and applications in spatial statistics and related areas.

PROBABILITY AND STATISTICS - Volume I

Author : Reinhard Viertl
Publisher : EOLSS Publications
ISBN 13 : 1848260520
Total Pages : 410 pages
Book Rating : 4.8/5 (482 download)

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Book Synopsis PROBABILITY AND STATISTICS - Volume I by : Reinhard Viertl

Download or read book PROBABILITY AND STATISTICS - Volume I written by Reinhard Viertl and published by EOLSS Publications. This book was released on 2009-06-11 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: Probability and Statistics theme is a component of Encyclopedia of Mathematical Sciences in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. The Theme with contributions from distinguished experts in the field, discusses Probability and Statistics. Probability is a standard mathematical concept to describe stochastic uncertainty. Probability and Statistics can be considered as the two sides of a coin. They consist of methods for modeling uncertainty and measuring real phenomena. Today many important political, health, and economic decisions are based on statistics. This theme is structured in five main topics: Probability and Statistics; Probability Theory; Stochastic Processes and Random Fields; Probabilistic Models and Methods; Foundations of Statistics, which are then expanded into multiple subtopics, each as a chapter. These three volumes are aimed at the following five major target audiences: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers and NGOs

Alzheimer's Disease and Air Pollution

Author : L. Calderón-Garcidueñas
Publisher : IOS Press
ISBN 13 : 1643681591
Total Pages : 616 pages
Book Rating : 4.6/5 (436 download)

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Book Synopsis Alzheimer's Disease and Air Pollution by : L. Calderón-Garcidueñas

Download or read book Alzheimer's Disease and Air Pollution written by L. Calderón-Garcidueñas and published by IOS Press. This book was released on 2021-05-03 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most people think of Alzheimer’s disease as a condition which predominately affects elderly people, but an increasing amount of evidence indicates that in populations exposed to high concentration of air pollutants, Alzheimer’s disease development and progression can be identified in pediatric and young adulthood ages. Cognitive, olfactory, gait, equilibrium and auditory alterations are seen early, thus the concept of decades-long asymptomatic period prior to clinical cognitive impairment does not apply to the millions of people exposed day in and day out to polluted environments. This book Alzheimer's Disease and Air Pollution – The Development and Progression of a Fatal Disease from Childhood and the Opportunities for Early Prevention is a compilation of work by researchers intent on revealing the links between air pollution and neurodegeneration. The book is divided into 6 sections. It includes a section describing the ways in which air pollution from traffic and tobacco smoke can damage the brain; epidemiological studies establishing a strong link between dementia and particulate matter and ozone; papers explaining the properties of pollution; and works describing the intricate pathways which transform normal neurons into ghost tangles surrounded by a devastated brain. Air pollution is complex; different pollutants, different sizes and shapes and different portals of entry, play different roles, but their capacity to damage neural tissue is abundantly illustrated in this book, which highlights the need for preventive measures to protect the millions of people currently exposed to air pollutants, and the need to ameliorate their harmful effects.

Reliability-Based Design in Geotechnical Engineering

Author : Kok-Kwang Phoon
Publisher : CRC Press
ISBN 13 : 0203934245
Total Pages : 545 pages
Book Rating : 4.2/5 (39 download)

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Book Synopsis Reliability-Based Design in Geotechnical Engineering by : Kok-Kwang Phoon

Download or read book Reliability-Based Design in Geotechnical Engineering written by Kok-Kwang Phoon and published by CRC Press. This book was released on 2008-04-25 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reliability-based design is the only engineering methodology currently available which can ensure self-consistency in both physical and probabilistic terms. It is also uniquely compatible with the theoretical basis underlying other disciplines such as structural design. It is especially relevant as geotechnical design becomes subject to increasing codification and to code harmonization across national boundaries and material types. Already some codes of practice describe the principles and requirements for safety, serviceability, and durability of structures in reliability terms. This book presents practical computational methods in concrete steps that can be followed by practitioners and students. It also provides geotechnical examples illustrating reliability analysis and design. It aims to encourage geotechnical engineers to apply reliability-based design in a realistic context that recognises the complex variabilities in geomaterials and model uncertainties arising from a profession steeped in empiricism. By focusing on learning through computations and examples, this book serves as a valuable reference for engineers and a resource for students.