A Monte Carlo investigation of the effects of spatial heterogeneity of preferences for discrete choice models
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Hess, Stephane & Train, Kenneth, 2017. "Correlation and scale in mixed logit models," Journal of choice modelling, Elsevier, vol. 23(C), pages 1-8.
- Robert Johnston & Mahesh Ramachandran, 2014. "Modeling Spatial Patchiness and Hot Spots in Stated Preference Willingness to Pay," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 59(3), pages 363-387, November.
- Koster, Paul R. & Koster, Hans R.A., 2015. "Commuters’ preferences for fast and reliable travel: A semi-parametric estimation approach," Transportation Research Part B: Methodological, Elsevier, vol. 81(P1), pages 289-301.
- Abildtrup, Jens & Garcia, Serge & Olsen, Søren Bøye & Stenger, Anne, 2013.
"Spatial preference heterogeneity in forest recreation,"
Ecological Economics, Elsevier, vol. 92(C), pages 67-77.
- Abildtrup, Jens & Garcia, Serge & Olsen, Soren Boye & Stenger, Anne, 2011. "Spatial Preference Heterogeneity in Forest Recreation," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 120386, European Association of Agricultural Economists.
- Mikołaj Czajkowski & Wiktor Budziński & Danny Campbell & Marek Giergiczny & Nick Hanley, 2017.
"Spatial Heterogeneity of Willingness to Pay for Forest Management,"
Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 705-727, November.
- Mikolaj Czajkowski & Wiktor Budzinski & Danny Campbell & Marek Giergiczny & Nick Hanley, 2015. "Spatial heterogeneity of willingness to pay for forest management," Discussion Papers in Environment and Development Economics 2015-07, University of St. Andrews, School of Geography and Sustainable Development.
- Mikołaj Czajkowski & Wiktor Budziński & Danny Campbell & Marek Giergiczny & Nick Hanley, 2015. "Spatial heterogeneity of willingness to pay for forest management," Working Papers 2015-06, Faculty of Economic Sciences, University of Warsaw.
- Thijs Dekker & Paul Koster & Roy Brouwer, 2014.
"Changing with the Tide: Semiparametric Estimation of Preference Dynamics,"
Land Economics, University of Wisconsin Press, vol. 90(4), pages 717-745.
- Dekker, T. & Koster, P.R. & Brouwer, R., 2012. "Changing with the tide: Semi-parametric estimation of preference dynamics," Serie Research Memoranda 0005, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Thijs Dekker & Paul Koster & Roy Brouwer, 2013. "Changing with the Tide: Semi-Parametric Estimation of Preference Dynamics," Tinbergen Institute Discussion Papers 13-074/VIII, Tinbergen Institute.
- Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387.
- Thijs Dekker & Paul Koster & Roy Brouwer, 2014.
"Changing with the Tide: Semiparametric Estimation of Preference Dynamics,"
Land Economics, University of Wisconsin Press, vol. 90(4), pages 717-745.
- Dekker, T. & Koster, P.R. & Brouwer, R., 2012. "Changing with the tide: Semi-parametric estimation of preference dynamics," Serie Research Memoranda 0005, VU University Amsterdam, Faculty of Economics, Business Administration and Econometrics.
- Thijs Dekker & Paul Koster & Roy Brouwer, 2013. "Changing with the Tide: Semi-Parametric Estimation of Preference Dynamics," Tinbergen Institute Discussion Papers 13-074/VIII, Tinbergen Institute.
- Stephen Hynes & Nick Hanley & Cathal O’Donoghue, 2010. "A Combinatorial Optimization Approach to Nonmarket Environmental Benefit Aggregation via Simulated Populations," Land Economics, University of Wisconsin Press, vol. 86(2), pages 345-362.
- Danny Campbell & W George Hutchinson & Riccardo Scarpa, 2009.
"Using Choice Experiments to Explore the Spatial Distribution of Willingness to Pay for Rural Landscape Improvements,"
Environment and Planning A, , vol. 41(1), pages 97-111, January.
- Danny Campbell & W. George Hutchinson & Riccardo Scarpa, 2007. "Using Choice Experiments to Explore the Spatial Distribution of Willingness to Pay for Rural Landscape Improvements," Working Papers in Economics 07/06, University of Waikato.
- A S Fotheringham & M E Charlton & C Brunsdon, 1998. "Geographically Weighted Regression: A Natural Evolution of the Expansion Method for Spatial Data Analysis," Environment and Planning A, , vol. 30(11), pages 1905-1927, November.
- Danny Campbell & Riccardo Scarpa & W. Hutchinson, 2008. "Assessing the spatial dependence of welfare estimates obtained from discrete choice experiments," Letters in Spatial and Resource Sciences, Springer, vol. 1(2), pages 117-126, December.
- Broch, Stine Wamberg & Strange, Niels & Jacobsen, Jette B. & Wilson, Kerrie A., 2013. "Farmers' willingness to provide ecosystem services and effects of their spatial distribution," Ecological Economics, Elsevier, vol. 92(C), pages 78-86.
- Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
- Yao, Richard T. & Scarpa, Riccardo & Turner, James A. & Barnard, Tim D. & Rose, John M. & Palma, João H.N. & Harrison, Duncan R., 2014. "Valuing biodiversity enhancement in New Zealand's planted forests: Socioeconomic and spatial determinants of willingness-to-pay," Ecological Economics, Elsevier, vol. 98(C), pages 90-101.
- Train,Kenneth E., 2009.
"Discrete Choice Methods with Simulation,"
Cambridge Books,
Cambridge University Press, number 9780521747387.
- Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2.
- Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521766555.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Wiktor Budziński & Mikołaj Czajkowski, 2021. "Accounting for Spatial Heterogeneity of Preferences in Discrete Choice Models," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 13(1), pages 1-24, March.
- Cristiano Franceschinis & Riccardo Scarpa & Mara Thiene & John Rose & Michele Moretto & Raffaele Cavalli, 2016. "Exploring the Spatial Heterogeneity of Individual Preferences for Ambient Heating Systems," Energies, MDPI, vol. 9(6), pages 1-19, May.
- Holland, Benedict M. & Johnston, Robert J., 2017. "Optimized quantity-within-distance models of spatial welfare heterogeneity," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 110-129.
- Wiktor Budziński & Danny Campbell & Mikołaj Czajkowski & Urška Demšar & Nick Hanley, 2018.
"Using Geographically Weighted Choice Models to Account for the Spatial Heterogeneity of Preferences,"
Journal of Agricultural Economics, Wiley Blackwell, vol. 69(3), pages 606-626, September.
- Wiktor Budziński & Danny Campbell & Mikołaj Czajkowski & Urška Demšar & Nick Hanley, 2016. "Using geographically weighted choice models to account for spatial heterogeneity of preferences," Working Papers 2016-17, Faculty of Economic Sciences, University of Warsaw.
- Anthony PARIS & Pascal GASTINEAU & Pierre-Alexandre MAHIEU & Benoît CHEZE, 2020. "Citizen involvement in the energy transition: Highlighting the role played by the spatial heterogeneity of preferences in the public acceptance of biofuels," LEO Working Papers / DR LEO 2828, Orleans Economics Laboratory / Laboratoire d'Economie d'Orleans (LEO), University of Orleans.
- Nielsen, Anne Sofie Elberg & Lundhede, Thomas Hedemark & Jacobsen, Jette Bredahl, 2016. "Local consequences of national policies - A spatial analysis of preferences for forest access reduction," Forest Policy and Economics, Elsevier, vol. 73(C), pages 68-77.
- Søren B. Olsen & Cathrine U. Jensen & Toke E. Panduro, 2020. "Modelling Strategies for Discontinuous Distance Decay in Willingness to Pay for Ecosystem Services," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(2), pages 351-386, February.
- Bakhtiari, Fatemeh & Jacobsen, Jette Bredahl & Thorsen, Bo Jellesmark & Lundhede, Thomas Hedemark & Strange, Niels & Boman, Mattias, 2018. "Disentangling Distance and Country Effects on the Value of Conservation across National Borders," Ecological Economics, Elsevier, vol. 147(C), pages 11-20.
- Holland, Benedict M. & Johnston, Robert J., 2015. "Capturing More Relevant Measures of Spatial Heterogeneity in Stated Preference Willingness to Pay: Using an Iterative Grid Search Algorithm to Quantify Proximate Environmental Impacts," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205450, Agricultural and Applied Economics Association.
- Abildtrup, Jens & Garcia, Serge & Olsen, Søren Bøye & Stenger, Anne, 2013.
"Spatial preference heterogeneity in forest recreation,"
Ecological Economics, Elsevier, vol. 92(C), pages 67-77.
- Abildtrup, Jens & Garcia, Serge & Olsen, Soren Boye & Stenger, Anne, 2011. "Spatial Preference Heterogeneity in Forest Recreation," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 120386, European Association of Agricultural Economists.
- Allen Blackman & Sahan T. M. Dissanayake & Adan L. Martinez-Cruz & Leonardo Corral & Maja Schling, 2024. "The Benefits of Titling Indigenous Communities in the Peruvian Amazon: A Stated Preference Approach," Land Economics, University of Wisconsin Press, vol. 100(2), pages 333-352.
- Allen Blackman & Sahan T. M. Dissanayake & Adan L. Martinez-Cruz & Leonardo Corral & Maja Schling, 2024.
"The Benefits of Titling Indigenous Communities in the Peruvian Amazon: A Stated Preference Approach,"
Land Economics, University of Wisconsin Press, vol. 100(2), pages 333-352.
- Blackman, Allen & Dissanayake, Sahan & Martinez Cruz, Adan & Corral, Leonardo & Schling, Maja, 2022. "Benefits of Titling Indigenous Communities in the Peruvian Amazon: A Stated Preference Approach," IDB Publications (Working Papers) 12633, Inter-American Development Bank.
- Holland, Benedict M. & Johnston, Robert J., 2014. "Spatially-Referenced Choice Experiments: Tests of Individualized Geocoding in Stated Preference Questionnaires," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170191, Agricultural and Applied Economics Association.
- Tomas Badura & Silvia Ferrini & Michael Burton & Amy Binner & Ian J. Bateman, 2020. "Using Individualised Choice Maps to Capture the Spatial Dimensions of Value Within Choice Experiments," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 75(2), pages 297-322, February.
- Danley, Brian & Sandorf, Erlend Dancke & Campbell, Danny, 2021. "Putting your best fish forward: Investigating distance decay and relative preferences for fish conservation," Journal of Environmental Economics and Management, Elsevier, vol. 108(C).
- Johnston, Robert J. & Ramachandran, Mahesh & Schultz, Eric T. & Segerson, Kathleen & Besedin, Elena Y., 2011. "Characterizing Spatial Pattern in Ecosystem Service Values when Distance Decay Doesn’t Apply: Choice Experiments and Local Indicators of Spatial Association," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 103374, Agricultural and Applied Economics Association.
- Agimass, Fitalew & Lundhede, Thomas & Panduro, Toke Emil & Jacobsen, Jette Bredahl, 2018. "The choice of forest site for recreation: A revealed preference analysis using spatial data," Ecosystem Services, Elsevier, vol. 31(PC), pages 445-454.
- Lauren Chenarides & Carola Grebitus & Jayson L Lusk & Iryna Printezis, 2022. "A calibrated choice experiment method," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(5), pages 971-1004.
- Yao, Richard T. & Scarpa, Riccardo & Harrison, Duncan R. & Burns, Rhys J., 2019.
"Does the economic benefit of biodiversity enhancement exceed the cost of conservation in planted forests?,"
Ecosystem Services, Elsevier, vol. 38(C), pages 1-1.
- Yao, Richard & Scarpa, Riccardo & Harrison, Duncan & Burns, Rhys, 2017. "Does the economic benefit of biodiversity enhancement exceed the cost of conservation in planted forests?," 2017 Conference, October 19-20, Rotorua, New Zealand 269529, New Zealand Agricultural and Resource Economics Society.
- Mikołaj Czajkowski & Wiktor Budziński & Danny Campbell & Marek Giergiczny & Nick Hanley, 2017.
"Spatial Heterogeneity of Willingness to Pay for Forest Management,"
Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 705-727, November.
- Mikołaj Czajkowski & Wiktor Budziński & Danny Campbell & Marek Giergiczny & Nick Hanley, 2015. "Spatial heterogeneity of willingness to pay for forest management," Working Papers 2015-06, Faculty of Economic Sciences, University of Warsaw.
- Mikolaj Czajkowski & Wiktor Budzinski & Danny Campbell & Marek Giergiczny & Nick Hanley, 2015. "Spatial heterogeneity of willingness to pay for forest management," Discussion Papers in Environment and Development Economics 2015-07, University of St. Andrews, School of Geography and Sustainable Development.
More about this item
Keywords
discrete choice experiment; discrete choice models; individual-; region- and population-level parameter estimates; preference heterogeneity; spatial auto-correlation;All these keywords.
JEL classification:
- Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
- C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
- C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
NEP fields
This paper has been announced in the following NEP Reports:- NEP-DCM-2018-11-26 (Discrete Choice Models)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:war:wpaper:2018-24. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Marcin Bąba (email available below). General contact details of provider: https://edirc.repec.org/data/fesuwpl.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.