Microsimulation Modelling for Policy Analysis

Microsimulation Modelling for Policy Analysis
Author: Lavinia Mitton
Publisher: Cambridge University Press
Total Pages: 360
Release: 2000-09-21
Genre: Business & Economics
ISBN: 9780521790062

Applications and methods of state of the art microsimulation modelling.

Handbook of Microsimulation Modelling

Handbook of Microsimulation Modelling
Author: Cathal O'Donoghue
Publisher: Emerald Group Publishing
Total Pages: 563
Release: 2014-11-06
Genre: Business & Economics
ISBN: 1783505702

Microsimulation Modelling involves the application of simulation methods to micro data for the purposes of evaluating the effectiveness and improving the design of public policy. The field has been applied to many different policies within both government and academia. This handbook describes and discusses the main issues within the field.

Confidence Intervals for Policy Reforms in Behavioural Tax Microsimulation Modelling

Confidence Intervals for Policy Reforms in Behavioural Tax Microsimulation Modelling
Author: John Creedy
Publisher:
Total Pages: 0
Release: 2007
Genre:
ISBN:

This paper addresses the need for a measure of the uncertainty that is associated with the results calculated using tax policy behavioural microsimulation models. Deriving the analytical measure would be extremely complicated. Therefore, a simulated approach is proposed, which approximates the sampling distribution of aggregate measures based on the sampling distribution of the estimated labour supply parameters. This approach, which is very computer intensive, is compared with a more time-efficient approach where the functional form of the sampling distribution is assumed to be normal. The results show that in many instances the results from the two approaches are quite similar. The exception is when aggregate measures for minor types of payments, involving relatively small groups of the population, are examined.

Handbook of Income Distribution

Handbook of Income Distribution
Author: Anthony B. Atkinson
Publisher: Elsevier
Total Pages: 2370
Release: 2014-12-30
Genre: Business & Economics
ISBN: 0444594760

What new theories, evidence, explanations, and policies have shaped our studies of income distribution in the 21st century? Editors Tony Atkinson and Francois Bourguignon assemble the expertise of leading authorities in this survey of substantive issues. In two volumes they address subjects that were not covered in Volume 1 (2000), such as education, health and experimental economics; and subjects that were covered but where there have been substantial new developments, such as the historical study of income inequality and globalization. Some chapters discuss future growth areas, such as inheritance, the links between inequality and macro-economics and finance, and the distributional implications of climate change. They also update empirical advances and major changes in the policy environment. - The volumes define and organize key areas of income distribution studies - Contributors focus on identifying newly developing questions and opportunities for future research - The authoritative articles emphasize the ways that income mobility and inequality studies have recently gained greater political significance

Labour Supply and Microsimulation

Labour Supply and Microsimulation
Author: John Creedy
Publisher: Edward Elgar Publishing
Total Pages: 360
Release: 2006
Genre: Business & Economics
ISBN:

This book provides a detailed introduction to behavioural tax microsimulation methods and reviews the use of such models for evaluating tax policy reforms. The steps required to construct a microsimulation model are described in detail and methods of evaluating policy changes are then presented. Labour Supply and Microsimulation deals with a number of issues related to interpreting results from microsimulation, such as welfare measurement, income distribution, confidence intervals around the simulated results and feedback effects on the wage distribution via labour demand. All of the approaches and proposed methods are general and not model-specific. The book includes detailed descriptions of how labour supply models can be used in building behavioural microsimulation models as well as the development of new methods for evaluating policy reforms; for example, dealing with income distribution in discrete hours models, measuring welfare changes and constructing confidence intervals. John Creedy and Guyonne Kalb's book will appeal to graduate students and academic researchers in the fields of labour economics and public finance. Economists in government departments who wish to use the output from microsimulation models in tax policy analysis and design will also find much to engage them within the book.

Spatial Microsimulation: A Reference Guide for Users

Spatial Microsimulation: A Reference Guide for Users
Author: Robert Tanton
Publisher: Springer Science & Business Media
Total Pages: 272
Release: 2012-11-13
Genre: Social Science
ISBN: 9400746237

This book is a practical guide on how to design, create and validate a spatial microsimulation model. These models are becoming more popular as academics and policy makers recognise the value of place in research and policy making. Recent spatial microsimulation models have been used to analyse health and social disadvantage for small areas; and to look at the effect of policy change for small areas. This provides a powerful analysis tool for researchers and policy makers. This book covers preparing the data for spatial microsimulation; a number of methods for both static and dynamic spatial microsimulation models; validation of the models to ensure the outputs are reasonable; and the future of spatial microsimulation. The book will be an essential handbook for any researcher or policy maker looking to design and create a spatial microsimulation model. This book will also be useful to those policy makers who are commissioning a spatial microsimulation model, or looking to commission work using a spatial microsimulation model, as it provides information on the different methods in a non-technical way.

Urban Informatics

Urban Informatics
Author: Wenzhong Shi
Publisher: Springer Nature
Total Pages: 941
Release: 2021-04-06
Genre: Social Science
ISBN: 9811589836

This open access book is the first to systematically introduce the principles of urban informatics and its application to every aspect of the city that involves its functioning, control, management, and future planning. It introduces new models and tools being developed to understand and implement these technologies that enable cities to function more efficiently – to become ‘smart’ and ‘sustainable’. The smart city has quickly emerged as computers have become ever smaller to the point where they can be embedded into the very fabric of the city, as well as being central to new ways in which the population can communicate and act. When cities are wired in this way, they have the potential to become sentient and responsive, generating massive streams of ‘big’ data in real time as well as providing immense opportunities for extracting new forms of urban data through crowdsourcing. This book offers a comprehensive review of the methods that form the core of urban informatics from various kinds of urban remote sensing to new approaches to machine learning and statistical modelling. It provides a detailed technical introduction to the wide array of tools information scientists need to develop the key urban analytics that are fundamental to learning about the smart city, and it outlines ways in which these tools can be used to inform design and policy so that cities can become more efficient with a greater concern for environment and equity.