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A survey of dynamic microsimulation models: uses, model structure amd methodology
More than 10 years ago O'Donoghue (2001a) surveyed the dynamic microsimulation
models that had been developed up to that point. However many of the barriers mentioned …
models that had been developed up to that point. However many of the barriers mentioned …
A review of spatial microsimulation methods
R Tanton - International Journal of …, 2014 - researchprofiles.canberra.edu.au
This paper outlines a framework for spatial microsimulation models, gives some reasons
why someone may want to use a spatial microsimulation model, describes the development …
why someone may want to use a spatial microsimulation model, describes the development …
Agent-based modelling and geographical information systems: a practical primer
This book has emerged through years of discussions, comments and questions we have
received about building agentbased models and integrating geographical information …
received about building agentbased models and integrating geographical information …
Creating realistic synthetic populations at varying spatial scales: A comparative critique of population synthesis techniques
There are several established methodologies for generating synthetic populations. These
include deterministic reweighting, conditional probability (Monte Carlo simulation) and …
include deterministic reweighting, conditional probability (Monte Carlo simulation) and …
[SÁCH][B] Planning support systems best practice and new methods
S Geertman, J Stillwell - 2009 - books.google.com
Planning Support Systems: Retrospect and Prospect It has been nearly twenty years since
the term 'planning support systems'(PSS) first appeared in an article by Britton Harris (Harris …
the term 'planning support systems'(PSS) first appeared in an article by Britton Harris (Harris …
Quantitative methods I: Reproducible research and quantitative geography
C Brunsdon - Progress in Human Geography, 2016 - journals.sagepub.com
Reproducible quantitative research is research that has been documented sufficiently
rigorously that a third party can replicate any quantitative results that arise. It is argued here …
rigorously that a third party can replicate any quantitative results that arise. It is argued here …
How to generate micro-agents? A deep generative modeling approach to population synthesis
Population synthesis is concerned with the generation of synthetic yet realistic
representations of populations. It is a fundamental problem in the modeling of transportation …
representations of populations. It is a fundamental problem in the modeling of transportation …
Generating synthetic population for simulating the spatiotemporal dynamics of epidemics
Agent-based models have gained traction in exploring the intricate processes governing the
spread of infectious diseases, particularly due to their proficiency in capturing nonlinear …
spread of infectious diseases, particularly due to their proficiency in capturing nonlinear …
A review of current methods to generate synthetic spatial microdata using reweighting and future directions
K Hermes, M Poulsen - Computers, Environment and Urban Systems, 2012 - Elsevier
Synthetic spatial microdata enable analyses of artificial populations in the form of individual
unit record files at a small area level. They allow analyses of estimates of variables that are …
unit record files at a small area level. They allow analyses of estimates of variables that are …
Small area estimation using a reweighting algorithm
The paper describes a method of small area estimation which uses a reweighting algorithm
to reweight survey data to a number of known totals (benchmarks) for small areas. The …
to reweight survey data to a number of known totals (benchmarks) for small areas. The …