The complexity of integrated assessment models (IAMs) prevents the direct appreciation of the impact of uncertainty on the model predictions. However, for a full understanding and corroboration of model results, analysts might be willing, and ought to identify the model inputs that influence the...

This study presents new estimates of economic impacts of climate change for Italy and other countries, obtained with a full-fledged Integrated Assessment Model (ENVISAGE), developed at the World Bank. This model is qualitatively superior to other models used in the past for the same purpose. It...

Climate change damage (or, more correctly, impact) functions relate variations in temperature (or other climate variables) to economic impacts in various dimensions, and are at the basis of quantitative modeling exercises for the assessment of climate change policies. This document provides a...

In this paper we consider some of the economic implications of climate change scenarios as described in the Shared Socioeconomic Pathways (SSPs). By comparing potential water demand with estimates of (sustainable) water availability in different regions, we identify regions that are likely to be...

This book is an expository introduction to the methodology of sensitivity analysis of model output. It is primarily intended for investigators, students and researchers that are familiar with mathematical models but are less familiar with the techniques for performing their sensitivity analysis....

Foreword -- Preface -- Contents -- 1 Decisions and Sensitivity Analysis -- 2 Setup of Sensitivity Analysis -- Part I Deterministic Methods -- 3 Tornado Diagrams -- 3.1 The Underlying Intuition -- 3.1.1 Formal Treatment: First-Order Sensitivity Measures -- 3.1.2 Algorithmic Implementation --...

This book is an expository introduction to the methodology of sensitivity analysis of model output. It is primarily intended for investigators, students and researchers that are familiar with mathematical models but are less familiar with the techniques for performing their sensitivity analysis....