Tabla de Contenidos: “…Risk assessment process ; Hazard identification ; Causal and frequency analysis ; Development of accident scenarios ; Barriers and barrier analysis ; Human reliability analysis ; Job safety analysis ; Common-cause failures ; Uncertainty and sensitivity analysis ; Development and applications of risk assessment -- pt. …”

Tabla de Contenidos: “…Fantasy of Facts: Döblin’s Poetics of Uncertainty -- 11. The Man of Possibilities: Musil’s Moosbrugger -- 12. …”

Tabla de Contenidos: “…-- The policy dimension -- Societal drivers and pressures: a European baseline scenario -- The socio-economic context -- Demography -- Macro-economy -- Technological developments -- Sectoral developments -- Consumption patterns -- Energy and transport -- Agriculture -- Waste and material flows -- Changes in Europe's environment -- Spotlight: GHG emissions and climate change -- Spotlight: air quality -- Spotlight: water stress -- Spotlight: water quality -- Key signals and early warnings -- Uncertainties and information gaps…”
Accés lliure

Tabla de Contenidos: “…-- Can You Quantify Uncertainty? A New Era of Understandable AI Models -- How Digital Twins Go Beyond Pure Predictions -- Optimization Is Key for Better Business Outcomes -- Iterations: The Core Logic of an Optimization -- Decision-Making with Multiple Objectives: Pareto Optimum -- Adding Uncertainties to Optimization: Risk versus Potential -- Chapter 7 Decision Intelligence Organization: The Key to Unlocking the True Potential of Data-Driven Decision-Making -- Culture Eats Intelligent Decision-Making for Breakfast -- Ways of Working in DI Organizations -- Agility -- DevOps -- Gung Ho -- The Four Rs of the DI Organization -- Cultivating a DI Organization: A Symphony of Skills -- Recognizing Biases in Your Decision-Making Process -- Chapter 8 Leading a Decision Intelligence Organization -- Trust and Courage -- The Neuroscience of Trust: Unleashing Team Synergy through Oxytocin and Dopamine -- The Power of Courage: Overcoming Fear and Uncertainty -- Transparency and Experimentation -- The Force of Transparency: Fostering Trust, Belonging, and Informed Decision-Making -- Embracing Experimentation: The Key to Innovation and Adaptability in DI Organizations -- Psychological Safety: The Secret Ingredient for a Decision Intelligence Organization -- What Is Psychological Safety? …”

Tabla de Contenidos: “…CHAPTER 2: Behavioral Models of Decision Making -- 2.1 Introduction -- 2.2 Probability weighting functions -- 2.2.1 Prelec's probability weighting function -- 2.2.2 Stochastic dominance under non-linear probability weighting -- 2.3 Rank dependent utility theory (RDU) -- 2.3.1 Attitudes to risk under RDU -- 2.3.2 RDU under uncertainty -- 2.3.3 Drawbacks of RDU -- 2.4 Prospect theory (PT) -- 2.4.1 A brief note on PT under uncertainty -- 2.4.2 Attitudes to risk under prospect theory -- 2.4.3 A violation of EU and RDU that can be explained by PT -- 2.4.4 Some erroneous criticisms of PT -- 2.5 Elicitation of utility and probability weighting functions in PT…”

Tabla de Contenidos: “…Risk in the Theory of Investment -- 2.1 General Theory of Investment -- 2.1.1 Basic Theory of Investment -- 2.1.1.1 Definition and Categories of Investment -- 2.1.1.2 Opportunity Costs, Time Preference and Net Present Value Approach -- 2.1.2 Models of Investment under Certainty -- 2.1.2.1 Overview -- 2.1.2.2 The q-theory of Tobin -- 2.1.2.2.1 The Basic Model -- 2.1.2.2.2 The Romer Model -- 2.1.2.2.2.1 The Model -- 2.1.2.2.2.2 Analyzing the Model -- 2.1.2.3 Critical Evaluation of the Models -- 2.1.3 Investment under Uncertainty -- 2.1.3.1 Overview -- 2.1.3.2 Characteristics of Uncertainty and Risk -- 2.1.3.3 Uncertainty in the Romer Model -- 2.1.3.3.1 Modification of the Model -- 2.1.3.3.2 Effects of Uncertainty on Reversible Investments -- 2.1.3.3.3 Effects of Uncertainty on Irreversible Investment -- 2.1.3.4 The Dixit/Pindyck Model -- 2.1.3.4.1 Overview -- 2.1.3.4.2 The Model -- 2.1.3.4.3 Analyzing the Model -- 2.1.3.5 Critical Evaluation of the Models -- 2.1.4 Summary of Propositions -- 2.2 Theory of International Investment -- 2.2.1 Overview -- 2.2.2 Definition and Characteristics of FDI -- 2.2.3 Theoretical Determinants of FDI -- 2.2.3.1 Overview -- 2.2.3.2 The Eclectic Paradigm as Analytical Framework -- 2.2.4 Empirical Studies of Aggregate FDI -- 2.2.4.1 Overview -- 2.2.4.2 Empirical Determinants of FDI -- 2.2.5 Political Risk and International Investment -- 2.2.5.1 Definition of Political Risk -- 2.2.5.2 Categories of Political Risk and Anecdotal Evidence -- 2.2.5.3 Modeling Political Risks for International investors -- 2.2.5.3.1 Existing Models of Political Risks -- 2.2.5.3.2 Implications of General Investment Models -- 2.2.5.4 Empirical Evidence -- 2.3 Concluding Remarks…”

Tabla de Contenidos: “…Cover; Title Page; Copyright; Preface; Contents; Figures; Tables; Summary; Acknowledgments; Abbreviations; CHAPTER ONE: Introduction; Planning Objectives; Planning Under Uncertainty; Purpose of the Planning Tool; CHAPTER TWO: Model Description and Assumptions; Predictive Modeling Framework; Formulation of Alternatives; Basis of the Approach in Decision Theory; Objective Function and Developing Alternatives Using Optimization; Risk-Reduction Decision Driver; Land-Building Decision Driver; Objective Function; Metrics and Decision Criteria; Metrics; Decision Criteria; Constraints…”

Tabla de Contenidos: “…Command-and-Control WarfarePsychological Operations; The Ghost in the Machine; THE LESSON OF SEPTEMBER 11; Chapter Five UNCERTAINTY-SENSITIVE PLANNING; WHY SO MANY SURPRISES?…”

Tabla de Contenidos: “…Enhance the Quality, Technical Capacity, and Flexibility of the American Workforce Modernize Immigration Laws to Attract and Retain the World's Best Talent; Enhance Access to Capital for New Businesses; Reduce Regulatory Burden, Complexity, and Uncertainty; Accelerate Scientific and Commercial Innovation; Accelerate Economic Growth by Reducing Fiscal and Economic Uncertainty; Afterword; Notes; Acknowledgments; About the Authors; Index…”

Tabla de Contenidos: “…-- Carlos Cruz Carrillo / The advisory jurisdiction of the ITLOS : from uncertainties to opportunities for ocean governance -- Leonila Guglya / Could the WTO save the oceans? …”

Tabla de Contenidos: “…Chapter 14 - Probability, Sensitivity, and UncertaintyChapter 15 - Standards; Bibliography; Back Cover…”

Tabla de Contenidos: “…Cover; Copyright; Contents; Preface; 1 Uncertainty and Psychological Research; 2 Variables and Measurement; 3 Exploring, Describing, Displaying and Summarizing; 4 Research Design and Probability; 5 Sampling Distributions and Confidence Intervals; 6 Statistical Models and Significance Tests; 7 Predicting a Quantitiave Variable from a Categorical Variable: The t-Test and Analysis of Variance; 8 Quantitative Predictors: Regression and Correlation; 9 Predicting Categorical Variables: Contingency Tables and Chi-Square; 10 More than Two Variables: A Peek at Multivariate Analysis…”

Tabla de Contenidos: “…Book Cover; Half-Title; Title; Copyright; Contents; Illustrations; Introduction to the Series; Acknowledgments; Introduction; CHAPTER ONE Big Projects in a Time of Uncertainty: Facing the Future in a Contemporary Urban Development; CHAPTER TWO Five Images of a Suburb: Competing Perspectives on the Economy, Environment, and Family Life; CHAPTER THREE Visual Rhetorics in Growth Debates: Sydney's Future as a Los Angeles, Toronto, or Canberra; CHAPTER FOUR Formal Planning Processes: The Privileged Language of Professional Planning; CHAPTER FIVE Hard and Soft Privatization: Unequal Impacts of Government Withdrawal; CHAPTER SIX Urban Development and the Power of Ideas; Abbreviations; Chronology; References; Index…”

Tabla de Contenidos: “…Intro -- Foreword -- Acknowledgements -- Acronyms and Abbreviations -- Tables and figures -- Introduction -- Professional perspectives on harmonisation and cost‐benefit analysis in Australia and New Zealand -- Potential approaches to harmonisation -- A framework approach to harmonisation -- What not to do: a 'belts and braces' enhancement of harmonisation -- Conclusions and recommendations -- Appendices -- Appendix 1: Sources of information -- Appendix 2: Multi‐criteria analysis -- Appendix 3: Wider economic impacts in the transport sector -- Appendix 4: Social discount rates -- Appendix 5: Greenhouse gas emissions -- Appendix 6: Uncertainty, risk and sensitivity -- Appendix 7: Deadweight economic loss caused by raising revenue for projects and programs -- References…”

Tabla de Contenidos: “…Discounting of Children's Health: Conceptual and Practical Difficulties; Chapter 6. Economic Uncertainties in Valuing Reductions inChildren's Environmental Health Risks; Chapter 7. …”

Tabla de Contenidos: “…The evolution of the left ventricular assist device as a treatment for heart failure / Piera Morlacchi and Richard R. Nelson -- 4. Uncertainty in the hybridisation of new medical devices : the artificial disc case / David Barberá-Tomás -- 5. …”

Tabla de Contenidos: “…What Causes the Change From Imagination? Acceptance of Uncertainty as a Condition of New Understanding. An Attempt to Review the Method Used in this Experiment. …”

Tabla de Contenidos: “…Risk Communication and Vaccination -- Copyright -- Preface -- Contents -- Risk Communication and Vaccination: Summary of a Workshop -- Executive Summary -- Introduction and Background -- Risk Perception and Decisionmaking -- HEURISTICS AND BIASES -- INFLUENCES ON AND BIASES OF EXPERTS -- Influences on the Acceptability of Vaccine Risks -- THE LOGIC OF VACCINATION DECISIONS: BANDWAGONING, FREE-RIDING, AND ALTRUISM -- PERCEPTION OF DISEASE RISKS -- ETHICAL AND POLICY ISSUES -- UNCERTAINTY AND TRUST -- Current Communications Efforts -- GOVERNMENTAL EFFORTS -- Vaccine Information Statements -- MANUFACTURERS' EFFORTS -- Package Insert -- Advertising -- Parent Information Brochures -- NONPROFIT ORGANIZATIONS -- PROVIDER-PARENT INTERACTIONS -- Improving Vaccine Risk Communications -- Summary -- References -- Workshop Agenda -- PARTICIPANTS LIST -- Appendix Example of Vaccine Information Statements…”

Tabla de Contenidos: “…Propositions/acts passed by other countries -- Special regulations for children and minority groups -- Promoting equality for minority groups -- Educational initiatives -- International AI initiatives and cooperative actions -- Next steps for trustworthy AI -- Proposed solutions and improvement areas -- Summary -- Further reading -- Part 2: Building Blocks and Patterns for a Next-Generation AI Ecosystem -- Chapter 4: Privacy Management in Big Data and Model Design Pipelines -- Technical requirements -- Designing privacy-proven pipelines -- Big data pipelines -- Architecting model design pipelines -- Incremental/continual ML training and retraining -- Scaling defense pipelines -- Enabling differential privacy in scalable architectures -- Designing secure microservices -- Vault -- Cloud security architecture -- Developing in a sandbox environment -- Managing secrets in cloud orchestration services -- Monitoring and threat detection -- Summary -- Further reading -- Chapter 5: ML Pipeline, Model Evaluation, and Handling Uncertainty -- Technical requirements -- Understanding different components of ML pipelines -- ML tasks and algorithms -- Uncertainty in ML -- Types of uncertainty -- Quantifying uncertainty -- Uncertainty in regression tasks -- Uncertainty in classification tasks -- Tools for benchmarking and quantifying uncertainty -- The Uncertainty Baselines library -- Keras-Uncertainty -- Robustness metrics -- Summary -- References -- Chapter 6: Hyperparameter Tuning, MLOps, and AutoML -- Technical requirements -- Introduction to AutoML -- Introducing H2O AutoML -- Understanding Amazon SageMaker Autopilot -- The need for MLOps -- TFX - a scalable end-to-end platform for AI/ML workflows -- Understanding Kubeflow -- Katib for hyperparameter tuning -- Vertex AI -- Datasets -- Training and experiments in Vertex AI -- Vertex AI Workbench -- Summary…”

“…In other words, the principal objective of control engineering is to design systems that are robust with respect to external disturbances and modeling uncertainty. This objective may be very well achieved using the sliding mode technique, which is the subject of this book…”