Modeling and Simulation

Researchers frequently require a quantitative understanding of the likely consequences of different actions before they can advise decisionmakers and design effective policies. RAND develops and uses statistical, econometric, and other exploratory models and simulations to analyze the potential outcomes of different policies in a range of areas such as transportation usage, health care, patient safety, and military campaigns.

Research conducted by: RAND Europe; RAND Health; RAND National Security Research Division; RAND Project AIR FORCE; RAND Arroyo Center; RAND Drug Policy Research Center

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Understanding Preferences Through Choice Modeling and Valuation

RAND Europe's "Choice Modelling and Valuation" group provides specific expertise in using discrete choice modeling methods to understand and predict choice behavior as a result of policy intervention. This work is frequently undertaken in the transport sector, but expertise is increasingly applied in sectors including health and social care, post and communications, and provision of regulated consumer services.

All Items (567)

Report

Are U.S. Military Interventions Contagious over Time? Intervention Timing and Its Implications for Force Planning — May 17, 2013

This report challenges the assumption that the timing of deployments and their distribution over time are serially independent, arguing that military interventions occur in temporal clusters driven by the number of interventions in the recent past.

Report

A Computational Model of Public Support for Insurgency and Terrorism: A Prototype for More-General Social-Science Modeling — May 1, 2013

Details a prototype computational model that seeks to explain, as a function of contributing factors, the extent of public support for insurgency and its use of terrorism. The model is believed to be reusable and suitable for composition.

Journal Article

Using Generalized Additive Modeling to Empirically Identify Thresholds Within the ITERS in Relation to Toddler's Cognitive Development — Apr 1, 2013

Research linking high-quality child care programs and children's cognitive development has contributed to the growing popularity of child care quality benchmarking efforts such as quality rating and improvement systems (QRIS).

Report

A Two-Step Procedure to Estimate Participation and Premiums in Multistate Health Plans — Mar 20, 2013

The authors identified and characterized population groups that would likely be interested in enrolling in the multistate plans established by the Affordable Care Act and developed a methodology to project participation and estimate premiums.

Report

Portfolio Optimization by Means of Multiple Tandem Certainty-Uncertainty Searches: A Technical Description — Mar 15, 2013

This paper describes a new approach and associated search schemes for optimization under uncertainty. Analysts can apply this method to a problem with a significantly larger number of decision variables, uncertain parameters, and uncertain scenarios.

Research Brief

Making Good Decisions Without Predictions: Robust Decision Making for Planning Under Deep Uncertainty — Feb 28, 2013

Quantitative analysis is often indispensable to sound planning. But with deep uncertainty, predictions can lead decisionmakers astray. Robust Decision Making supports good decisions without predictions by testing plans against many futures.

Research Brief

Addressing Coastal Vulnerabilities Through Comprehensive Planning: How RAND Supported the Development of Louisiana's Comprehensive Master Plan — Feb 12, 2013

The Coastal Protection and Restoration Authority of Louisiana used a new analytic approach, developed in part by RAND, that incorporates results from predictive models in a decision tool to allow formulation and comparison of alternatives.

Journal Article

Design of a Model to Predict Surge Capacity Bottlenecks for Burn Mass Casualties at a Large Academic Medical Center — Feb 1, 2013

The authors design and test a model to predict surge capacity bottlenecks at a large academic medical center in response to a mass-casualty incident (MCI) involving multiple burn victims.

Research Brief

Taking a Comprehensive Planning Approach to Address Coastal Vulnerabilities — Jan 29, 2013

The Coastal Protection and Restoration Authority of Louisiana used a new analytic approach, developed in part by RAND, that incorporates results from predictive models in a decision tool to allow formulation and comparison of alternatives.

Journal Article

Measuring Consumer Preferences for Postal Services — Jan 1, 2013

Increasing digitalization and the evolution of the Internet have had, and are still having, an impact on the demand for postal services.

Journal Article

Improving the Contribution of Climate Model Information to Decision Making: The Value and Demands of Robust Decision Frameworks — Jan 1, 2013

This paper reviews the need for, use of, and demands on climate modeling to support so-called 'robust' decision frameworks, in the context of improving the contribution of climate information to effective decision making.

Journal Article

A Multi-Sample Confirmatory Factor Analysis of PTSD Symptoms: What Exactly Is Wrong with the DSM-IV Structure? — Dec 28, 2012

Within the DSM-IV, PTSD symptoms are rationally classified as assessing one of three symptom domains: reexperiencing, avoidance/numbing, or hyperarousal. However, two alternative four-factor models have been advocated as superior to the DSM-IV framework.

Report

Comparison of the Long-Distance Model and PLANET Long-Distance: Phase 2, Demand Model — Dec 10, 2012

This report presents analysis that compares the PLANET long-distance model and the Department for Transport's long-distance model (LDM) and helps to inform which components of both models might be used to develop an improved HS2 Ltd model.

Report

An Assessment of TSA's Risk Management Analysis Tool Finds Some Gaps — Nov 26, 2012

The Transportation Security Administration's RMAT has enabled a more sophisticated understanding of terrorism risks to the air transportation system, but TSA should not treat RMAT results as credible estimates. Rather, the results can help to inform the components of terrorism risk and possible influences of system changes on that risk.

Blog

RAND's Lloyd Shapley Wins Nobel Prize in Economics — Oct 15, 2012

Lloyd S. Shapley, a longtime RAND researcher who is now an emeritus professor at UCLA, has been awarded the Nobel Prize in Economics jointly with Alvin E. Roth for his work on game theory.

Research Brief

Choosing Defense Project Portfolios: A New Tool for Making Optimal Choices in a World of Constraint and Uncertainty — Oct 11, 2012

PortMan, RAND's new portfolio analysis and management methodology, provides a means for decisionmakers to find the optimal portfolio of projects, maximizing the probability of filling a desired set of requirements while restraining costs.

Research Brief

CLARA Flood Risk Model Supports Louisiana's Coastal Planning — Oct 10, 2012

The Coastal Louisiana Risk Assessment (CLARA) model estimates hurricane flood depths and damage and enables evaluation of potential flood risk reduction projects for inclusion in Louisiana's 2012 Coastal Master Plan.

Report

Coastal Louisiana Risk Assessment Model: Technical Description and 2012 Coastal Master Plan Analysis Results — Oct 8, 2012

Describes a model developed by RAND to estimate flood depths and damage that occurs as a result of major storms in Louisiana's coastal region and to evaluate potential projects for inclusion in the state's 2012 Coastal Master Plan.

News Release

New Method for Estimating Costs of Counterfeiting Presented — Sep 27, 2012

A new method for estimating the costs of counterfeiting was published today by RAND Europe. The approach uses market data to estimate the effects of intellectual property rights infringements, such as counterfeit products, on sales of legitimate goods.

Report

A New Approach to Measure Intellectual Property Rights Infringements — Sep 27, 2012

Globalization, integrated markets, and the Internet economy have contributed to the rise in IPR infringements. RAND developed a methodology based on economic theory to contribute to quantifying the scope, scale, and impact of IPR infringements, such as counterfeiting, unauthorized downloads, and piracy.

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