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Applications of Simulation Methods in Environmental and Resource Economics

Part of the The Economics of Non-Market Goods and Resources Book Series (volume 6)

Editors: Scarpa, Riccardo; Alberini, Anna

DOI: 10.1007/1-4020-3684-1

ISBN: 978-1-4020-3683-5

Publisher: Springer Netherlands - Springer Journals

Jan 1, 2005

1 - 10 of 18 Chapters

LitStream

Chapter 1Discrete Choice Models in Preference Space and Willingness-to-Pay Space

Train, Kenneth; Weeks, Melvyn

Pages: 1 –16

[In models with unobserved taste heterogeneity, distributional assumptions can be placed in two ways: (1) by specifying the distribution of coefficients in the utility function and deriving the distribution of willingness to pay (WTP), or (2) by specifying the distribution of WTP and deriving the...
LitStream

Chapter 2Using Classical Simulation-Based Estimators to Estimate Individual WTP Values

Greene, William H.; Hensher, David A.; Rose, John M.

Pages: 17 –33

[A number of papers have recently contrasted classical inference estimation methods for logit models with Bayesian methods. It has been argued that two particularly appealing features of the Bayesian approach are its relative simplicity in estimation, and its ability to derive,...
LitStream

Chapter 3The Cost of Power Outages to Heterogeneous Households

Layton, David F.; Moeltner, Klaus

Pages: 35 –54

[We use a repeated dichotomous choice contingent valuation survey to elicit households’ willingness to pay to a void unannounced interruptions in electricity service. The data pose multiple econometric challenges including: correlated responses for a given household, heteroskedastic errors, and a...
LitStream

Chapter 4Capturing Correlation and Taste Heterogeneity with Mixed GEV Models

Hess, Stephane; Bierlaire, Michel; Polak, John W.

Pages: 55 –75

[Research in the area of discrete choice modelling can be split into two broad categories; applications accounting for the prevalence of unobserved inter-alternative correlation, and applications concerned with the representation of random inter-agent taste heterogeneity. The difference between...
LitStream

Chapter 5Analysis of Agri-Environmental Payment Programs

Cooper, Joseph

Pages: 77 –95

[The chapter presents an approach for simultaneously estimating farmers’ decisions to accept incentive payments in return for adopting a bundle of environmentally benign best management practices. Using the results of a multinomial probit analysis of surveys of over 1,000 farmers facing five...
LitStream

Chapter 6A Comparison Between Multinomial Logit and Probit Models

Ziegler, Andreas

Pages: 97 –116

[Although the estimation of flexible multinomial discrete choice models generally needs the incorporation of simulation methods, their application is recently common in environmental and resource economics such as in many other economic disciplines (e.g. transportation economics). Based on a firm...
LitStream

Chapter 7Mixed Logit with Bounded Distributions of Correlated Partworths

Train, Kenneth; Sonnier, Garrett

Pages: 117 –134

[The use of a joint normal distribution for partworths is computationally attractive, particularly with Bayesian MCMC procedures, and yet is unrealistic for any attribute whose partworth is logically bounded (e.g., is necessarily positive or cannot be unboundedly large). A mixed logit is...
LitStream

Chapter 8Kuhn-Tucker Demand System Approaches to Non-Market Valuation

von Haefen, Roger H.; Phaneuf, Daniel J.

Pages: 135 –157

[In this chapter we summarize recent advances with Kuhn-Tucker demand system approaches to non-market valuation. Over the past five years, simulation-based estimation and welfare calculation strategies have been developed that enable the Kuhn-Tucker framework to address policy-relevant valuation...
LitStream

Chapter 9Hierarchical Analysis of Production Efficiency in a Coastal Trawl Fishery

Holloway, Garth; Tomberlin, David; Irz, Xavier

Pages: 159 –185

[We present, pedagogically, the Bayesian approach to composed error models under alternative, hierarchical characterizations; demonstrate, briefly, the Bayesian approach to model comparison using recent advances in Markov Chain Monte Carlo (MCMC) methods; and illustrate, empirically, the value of...
LitStream

Chapter 10Bayesian Approaches to Modeling Stated Preference Data

Layton, David F.; Levine, Richard A.

Pages: 187 –207

[Bayesian econometric approaches to modeling non-market valuation data have not often been applied, but they offer a number of potential advantages. Bayesian models incorporate prior information often available in the form of past studies or pre-tests in Stated Preference (SP) based valuation...

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