# John K. Dagsvik

## Personal Details

First Name: | John |

Middle Name: | K. |

Last Name: | Dagsvik |

Suffix: | |

RePEc Short-ID: | pda154 |

[This author has chosen not to make the email address public] | |

http://folk.uio.no/weizhenz/Dagsvik.htm | |

Terminal Degree: | 1985 Department of Economics; New York University (NYU) (from RePEc Genealogy) |

## Affiliation

#### (in no particular order)

### Statistisk Sentralbyrå (Statistics Norway)

Government of Norway

Oslo, Norwayhttp://www.ssb.no/

RePEc:edi:ssbgvno (more details at EDIRC)

### Stiftelsen Frischsenteret for samfunnsøkonomisk forskning (Frisch Centre for Economic Research)

Universitetet i Oslo (University of Oslo)

Oslo, Norwayhttp://www.frisch.uio.no/

RePEc:edi:ossnfno (more details at EDIRC)

## Research output

Jump to: Working papers Articles### Working papers

- John K. Dagsvik, 2020.
"
**Marginal compensated effects and the slutsky equation for discrete choice models**," Discussion Papers 930, Statistics Norway, Research Department. - John K. Dagsvik & Zhiyang Jia, 2018.
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**Aggregate behavior in matching markets with flexible contracts and non-transferable representations of preferences**," Discussion Papers 875, Statistics Norway, Research Department. - John K. Dagsvik & Steinar Strøm, 2017.
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**Labor supply analysis with non-convex budget sets without the Hausman approach**," Discussion Papers 857, Statistics Norway, Research Department. - John K. Dagsvik & Tom Kornstad & Terje Skjerpen, 2016.
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**Discouraged worker effects and barriers against employment for immigrant and non-immigrant women**," Discussion Papers 845, Statistics Norway, Research Department. - John K. Dagsvik & Zhiyang Jia, 2014.
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**Labor supply as a discrete choice among latent jobs: Unobserved heterogeneity and identification**," Discussion Papers 786, Statistics Norway, Research Department. - John K. Dagsvik & Zhiyang Jia, 2012.
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**Labor supply as a discrete choice among latent jobs**," Discussion Papers 709, Statistics Norway, Research Department. - John K. Dagsvik & Zhiyang Jia & Tom Kornstad & Thor O. Thoresen, 2012.
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**Theoretical and practical arguments for modeling labor supply as a choice among latent jobs**," Discussion Papers 692, Statistics Norway, Research Department.- John K. Dagsvik & Zhiyang Jia & Tom Kornstad & Thor O. Thoresen, 2014.
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**Theoretical And Practical Arguments For Modeling Labor Supply As A Choice Among Latent Jobs**," Journal of Economic Surveys, Wiley Blackwell, vol. 28(1), pages 134-151, February.

- John K. Dagsvik & Zhiyang Jia & Tom Kornstad & Thor Olav Thoresen, 2012.
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**Theoretical and Practical Arguments for Modeling Labor Supply as a Choice among Latent Jobs**," CESifo Working Paper Series 3708, CESifo.

- John K. Dagsvik & Zhiyang Jia & Tom Kornstad & Thor O. Thoresen, 2014.
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- John K. Dagsvik, 2012.
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**Behavioral multistate duration models. What should they look like?**," Discussion Papers 688, Statistics Norway, Research Department. - John K. Dagsvik, 2012.
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**Making Sen's capability approach operational. A random scale framework**," Discussion Papers 710, Statistics Norway, Research Department. - Dagsvik John K., 2010.
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**Making Amartya Sen’s Capability Approach Operational: A Random Scale Framework for Empirical Modeling**," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201005, University of Turin. - John K. Dagsvik & Tom Kornstad & Terje Skjerpen, 2010.
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**Labor force participation and the discouraged worker effect**," Discussion Papers 642, Statistics Norway, Research Department.- John Dagsvik & Tom Kornstad & Terje Skjerpen, 2013.
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**Labor force participation and the discouraged worker effect**," Empirical Economics, Springer, vol. 45(1), pages 401-433, August.

- John Dagsvik & Tom Kornstad & Terje Skjerpen, 2013.
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- John K. Dagsvik & Zhiyang Jia, 2008.
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**An Alternative Approach to Labor Supply Modeling. Emphasizing Job-type as Choice Variable**," Discussion Papers 550, Statistics Norway, Research Department. - John Dagsvik & Kristian Orsini & Zhiyang Jia, 2008.
"
**Subsidies on low skilled's social security contributions: the case of Belgium**," Working Papers of Department of Economics, Leuven ces0816, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven. - John K. Dagsvik & Torbjørn Hægeland & Arvid Raknerud, 2008.
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**Estimating the Returns to Schooling: A Likelihood Approach Based on Normal Mixtures**," Discussion Papers 567, Statistics Norway, Research Department.- John K. Dagsvik & TorbjØrn HÆgeland & Arvid Raknerud, 2011.
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**Estimating the returns to schooling: a likelihood approach based on normal mixtures**," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(4), pages 613-640, June.

- John K. Dagsvik & TorbjØrn HÆgeland & Arvid Raknerud, 2011.
"
- John K. Dagsvik & S. Strøm & Marilena Locatelli, 2007.
"
**Evaluation of tax reforms when workers have preferences over job attributes and face latent choice restrictions**," CHILD Working Papers wp13_07, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY.- Dagsvik John K & Locatelli Marilena & Steinar Strom, 2007.
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**Evaluation of tax reforms when workers have preferences over job attributes and face latent choice restrictions**," Department of Economics and Statistics Cognetti de Martiis. Working Papers 200706, University of Turin.

- Dagsvik John K & Locatelli Marilena & Steinar Strom, 2007.
"
- John K. Dagsvik & Zhiyang Jia, 2006.
"
**Labor Supply as a Choice among Latent Job Opportunities. A Practical Empirical Approach**," Discussion Papers 481, Statistics Norway, Research Department. - Dagsvik, John K. & Locatelli, Marilena & Strøm, Steinar, 2006.
"
**Simulating labor supply behavior when workers have preferences for job opportunities and face nonlinear budget constraints**," Memorandum 20/2006, Oslo University, Department of Economics.- John K. Dagsvik & Marilena Locatelli & Steinar Strøm, 2006.
"
**Simulating labor supply behavior when workers have preferences for job opportunities and face nonlinear budget constraints**," Discussion Papers 488, Statistics Norway, Research Department.

- John K. Dagsvik & Marilena Locatelli & Steinar Strøm, 2006.
"
- John K. Dagsvik & Gang Liu, 2006.
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**A Framework for Analyzing Rank Ordered Panel Data with Application to Automobile Demand**," Discussion Papers 480, Statistics Norway, Research Department. - John K. Dagsvik & Torbjørn Hægeland & Arvid Raknerud, 2006.
"
**Estimation of Earnings- and Schooling Choice Relations: A Likelihood Approach**," Discussion Papers 486, Statistics Norway, Research Department. - John K. Dagsvik & Astrid L. Mathiassen & Bengt J.Eriksson, 2006.
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**Quality adjusted price indexes for discrete goods**," Discussion Papers 490, Statistics Norway, Research Department. - John K. Dagsvik & Marilena Locatelli & Steinar Strøm, 2006.
"
**Simulating labor supply behaviour when workers have preferences over job opportunities and face non-linear budget constraints**," CHILD Working Papers wp01_06, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY. - John K. Dagsvik & Tom Kornstad & Terje Skjerpen, 2006.
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**Analysis of the discouraged worker phenomenon. Evidence from micro data**," Discussion Papers 453, Statistics Norway, Research Department. - Dagsvik, John K., 2006.
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**Justifying Functional Forms in Models for Transitions between Discrete States, with Particular Reference to Employment-Unemployment Dynamics**," Memorandum 06/2006, Oslo University, Department of Economics. - John K. Dagsvik, 2006.
"
**Axiomatization of Stochastic Models for Choice under Uncertainty**," Discussion Papers 465, Statistics Norway, Research Department.- Dagsvik, John K., 2008.
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**Axiomatization of stochastic models for choice under uncertainty**," Mathematical Social Sciences, Elsevier, vol. 55(3), pages 341-370, May.

- Dagsvik, John K., 2008.
"
- John K. Dagsvik, 2005.
"
**Choice under Uncertainty and Bounded Rationality**," Discussion Papers 409, Statistics Norway, Research Department. - John K. Dagsvik & Steinar Strøm & Zhiyang Jia, 2005.
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**Utility of Income as a Random Function. Behavioral Characterization and Empirical Evidence**," Discussion Papers 431, Statistics Norway, Research Department.- Dagsvik, John K. & Strom, Steinar & Jia, Zhiyang, 2006.
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**Utility of income as a random function: Behavioral characterization and empirical evidence**," Mathematical Social Sciences, Elsevier, vol. 51(1), pages 23-57, January.

- Dagsvik, John K. & Strom, Steinar & Jia, Zhiyang, 2006.
"
- John K. Dagsvik & Astrid L. Mathiassen, 2004.
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**Agricultural Production with Uncertain Water Supply**," Discussion Papers 370, Statistics Norway, Research Department. - Dagsvik, John K. & Strøm, Steinar, 2004.
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**Sectoral labor supply, choice restrictions and functional form**," Memorandum 13/2004, Oslo University, Department of Economics.- John K. Dagsvik & Steinar StrØm, 2006.
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**Sectoral labour supply, choice restrictions and functional form**," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 803-826, September. - Steinar StrØm & John K. Dagsvik, 2006.
"
**Sectoral labour supply, choice restrictions and functional form**," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 803-826.

- John K. Dagsvik & Steinar Strøm, 2004.
"
**Sectoral Labor Supply, Choice Restrictions and Functional Form**," Discussion Papers 388, Statistics Norway, Research Department.

- John K. Dagsvik & Steinar StrØm, 2006.
"
- John K. Dagsvik & Steinar Strøm & Zhiyang Jia, 2003.
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**A Stochastic Model for the Utility of Income**," Discussion Papers 358, Statistics Norway, Research Department.- Dagsvik, John k: & Strøm, Steinar, 2003.
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**A Stochastic Model for the Utility of Income**," Memorandum 32/2003, Oslo University, Department of Economics.

- Dagsvik, John k: & Strøm, Steinar, 2003.
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- John K. Dagsvik & Steinar StrF8m, 2002.
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**Analyzing labor supply behavior with latent job opportunity sets and institutional choice constraints**," ICER Working Papers 15-2002, ICER - International Centre for Economic Research.- John K. Dagsvik & Steinar Strøm, 2003.
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**Analyzing Labor Supply Behavior with Latent Job Opportunity Sets and Institutional Choice Constraints**," Discussion Papers 344, Statistics Norway, Research Department. - Dagsvik, John K. & Strøm, Steinars, 2003.
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**Analyzing labor supply behavior with latent job opportunity sets and institutional choice constraints**," Memorandum 11/2003, Oslo University, Department of Economics.

- John K. Dagsvik & Steinar Strøm, 2003.
"
- Marie W. Arneberg & John K. Dagsvik & Zhiyang Jia, 2002.
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**Labor Market Modeling Recognizing Latent Job Attributes and Opportunity Constraints An Empirical Analysis of Labor Market Behavior of Eritrean Women**," Discussion Papers 331, Statistics Norway, Research Department. - John K. Dagsvik, 2001.
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**Compensated Variation in Random Utility Models**," Discussion Papers 299, Statistics Norway, Research Department. - John K. Dagsvik, 2000.
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**Multinomial Choice and Selectivity**," Discussion Papers 264, Statistics Norway, Research Department. - John K. Dagsvik & Bjørn H. Vatne, 1999.
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**Is the Distribution of Income Compatible with a Stable Distribution?**," Discussion Papers 246, Statistics Norway, Research Department. - Rune Johansen & John K. Dagsvik, 1999.
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**The Dynamics of a Behavioral Two-Sex Demographic Model**," Discussion Papers 247, Statistics Norway, Research Department. - John K. Dagsvik & Yu Zhu & Rolf Aaberge, 1998.
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**A Framework for Empirical Modelling of Consumer Demand with Latent Quality Attributes**," Discussion Papers 229, Statistics Norway, Research Department. - Dagsvik, J.K., 1998.
"
**On the Structure of Behavioral Multistate Duration Models**," Memorandum 11/1998, Oslo University, Department of Economics. - John K. Dagsvik, 1998.
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**Nonparametric Identification of Discrete Choice Models**," Discussion Papers 222, Statistics Norway, Research Department. - John K. Dagsvik, 1998.
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**Choice among Lotteries when Preferences are Stochastic**," Discussion Papers 221, Statistics Norway, Research Department. - John K. Dagsvik & Ane S. Flaatten & Helge Brunborg, 1998.
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**A Behavioral Two-Sex Marriage Model**," Discussion Papers 238, Statistics Norway, Research Department. - Leif Brubakk & John K. Dagsvik, 1998.
"
**Consumer Demand and Unobservable Product Attributes**," Discussion Papers 223, Statistics Norway, Research Department. - John K. Dagsvik & Leif Brubakk, 1998.
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**Price Indexes for Elementary Aggregates Derived from Behavioral Assumptions**," Discussion Papers 234, Statistics Norway, Research Department. - John K. Dagsvik, 1996.
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**Consumer Demand with Unobservable Product Attributes - Part II: Inference**," Discussion Papers 167, Statistics Norway, Research Department. - John K. Dagsvik, 1996.
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**Dynamic Choice, Multistate Duration Models and Stochastic Structure**," Discussion Papers 172, Statistics Norway, Research Department. - John K. Dagsvik, 1996.
"
**Aggregation in Matching Markets**," Discussion Papers 173, Statistics Norway, Research Department.- Dagsvik, John K, 2000.
"
**Aggregation in Matching Markets**," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(1), pages 27-57, February.

- Dagsvik, John K, 2000.
"
- John K. Dagsvik, 1996.
"
**Consumer Demand with Unobservable Product Attributes - Part I: Theory**," Discussion Papers 166, Statistics Norway, Research Department. - John K. Dagsvik & Dag G. Wetterwald & Rolf Aaberge, 1996.
"
**Potential Demand for Alternative Fuel Vehicles**," Discussion Papers 165, Statistics Norway, Research Department.- Dagsvik, John K. & Wennemo, Tom & Wetterwald, Dag G. & Aaberge, Rolf, 2002.
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**Potential demand for alternative fuel vehicles**," Transportation Research Part B: Methodological, Elsevier, vol. 36(4), pages 361-384, May.

- Dagsvik, John K. & Wennemo, Tom & Wetterwald, Dag G. & Aaberge, Rolf, 2002.
"
- Dagsvik, J.K., 1995.
"
**The Structure of Intertemporal Models for Myopic Discrete Choice with Random Preferences**," Memorandum 11/1995, Oslo University, Department of Economics. - John K. Dagsvik, 1995.
"
**Probabilistic Choice Models for Uncertain Outcomes**," Discussion Papers 141, Statistics Norway, Research Department. - John Dagsvik & Boyan Jovanovic, 1991.
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**Was the Great Depression a Low-Level Equilibrium?**," NBER Working Papers 3726, National Bureau of Economic Research, Inc.- Dagsvik, John & Jovanovic, Boyan, 1994.
"
**Was the Great Depression a low-level equilibrium?**," European Economic Review, Elsevier, vol. 38(9), pages 1711-1729, December.

- Dagsvik, John & Jovanovic, Boyan, 1991.
"
**Was the Great Depression a Low-Level Equilibrium?**," Working Papers 91-07, C.V. Starr Center for Applied Economics, New York University.

- Dagsvik, John & Jovanovic, Boyan, 1994.
"
- Dagsvik, John & Aaberge, Rolf, 1990.
"
**Household production, time allocation, and welfare in Peru**," Policy Research Working Paper Series 503, The World Bank. - Dagsvik, J.K., 1989.
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**The Generalized Extreme Value Random Utility Model For Continuous Choice**," Papers 8941, Tilburg - Center for Economic Research. - Dagsvik, J.K. & Laisney, F. & Strom, S. & Ostervold, J., 1988.
"
**Female Labour Supply And The Tax Benefit System In France**," Memorandum 04/1988, Oslo University, Department of Economics.- John K. Dagsvik & François Laisney & Steinar Strom & Jannike Ostervold, 1988.
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**Female Labour Supply and the Tax Benefit System in France**," Annals of Economics and Statistics, GENES, issue 11, pages 5-40.

- John K. Dagsvik & François Laisney & Steinar Strom & Jannike Ostervold, 1988.
"
- Dagsvik, John & Jovanovic, Boyan & Shephard, Andrea, 1985.
"
**A Foundation for Three Popular Assumptions in Job-Matching Models**," Working Papers 85-13, C.V. Starr Center for Applied Economics, New York University.- Dagsvik, John & Jovanovic, Boyan & Shepard, Andrea, 1985.
"
**A Foundation for Three Popular Assumptions in Job-matching Models**," Journal of Labor Economics, University of Chicago Press, vol. 3(4), pages 403-420, October.

- Dagsvik, John & Jovanovic, Boyan & Shepard, Andrea, 1985.
"

### Articles

- John K. Dagsvik & Marilena Locatelli & Steinar Strøm, 2009.
"
**Tax Reform, Sector‐specific Labor Supply and Welfare Effects**," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(2), pages 299-321, June. - Dagsvik, John K., 2008.
"
**Axiomatization of stochastic models for choice under uncertainty**," Mathematical Social Sciences, Elsevier, vol. 55(3), pages 341-370, May.- John K. Dagsvik, 2006.
"
**Axiomatization of Stochastic Models for Choice under Uncertainty**," Discussion Papers 465, Statistics Norway, Research Department.

- John K. Dagsvik, 2006.
"
- Steinar StrØm & John K. Dagsvik, 2006.
"
**Sectoral labour supply, choice restrictions and functional form**," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 803-826.- John K. Dagsvik & Steinar StrØm, 2006.
"
**Sectoral labour supply, choice restrictions and functional form**," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(6), pages 803-826, September.

- Dagsvik, John K. & Strøm, Steinar, 2004.
"
**Sectoral labor supply, choice restrictions and functional form**," Memorandum 13/2004, Oslo University, Department of Economics. - John K. Dagsvik & Steinar Strøm, 2004.
"
**Sectoral Labor Supply, Choice Restrictions and Functional Form**," Discussion Papers 388, Statistics Norway, Research Department.

- John K. Dagsvik & Steinar StrØm, 2006.
"
- Dagsvik, John K. & Strom, Steinar & Jia, Zhiyang, 2006.
"
**Utility of income as a random function: Behavioral characterization and empirical evidence**," Mathematical Social Sciences, Elsevier, vol. 51(1), pages 23-57, January.- John K. Dagsvik & Steinar Strøm & Zhiyang Jia, 2005.
"
**Utility of Income as a Random Function. Behavioral Characterization and Empirical Evidence**," Discussion Papers 431, Statistics Norway, Research Department.

- John K. Dagsvik & Steinar Strøm & Zhiyang Jia, 2005.
"
- Dagsvik, John K. & Wennemo, Tom & Wetterwald, Dag G. & Aaberge, Rolf, 2002.
"
**Potential demand for alternative fuel vehicles**," Transportation Research Part B: Methodological, Elsevier, vol. 36(4), pages 361-384, May.- John K. Dagsvik & Dag G. Wetterwald & Rolf Aaberge, 1996.
"
**Potential Demand for Alternative Fuel Vehicles**," Discussion Papers 165, Statistics Norway, Research Department.

- John K. Dagsvik & Dag G. Wetterwald & Rolf Aaberge, 1996.
"
- John K. Dagsvik, 2002.
"
**Discrete Choice in Continuous Time: Implications of an Intertemporal Version of the Iia Property**," Econometrica, Econometric Society, vol. 70(2), pages 817-831, March. - Dagsvik, John K, 2000.
"
**Aggregation in Matching Markets**," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(1), pages 27-57, February.- John K. Dagsvik, 1996.
"
**Aggregation in Matching Markets**," Discussion Papers 173, Statistics Norway, Research Department.

- John K. Dagsvik, 1996.
"
- Dagsvik, John K, 1994.
"
**Discrete and Continuous Choice, Max-Stable Processes, and Independence from Irrelevant Attributes**," Econometrica, Econometric Society, vol. 62(5), pages 1179-1205, September. - Dagsvik, John & Jovanovic, Boyan, 1994.
"
**Was the Great Depression a low-level equilibrium?**," European Economic Review, Elsevier, vol. 38(9), pages 1711-1729, December.- John Dagsvik & Boyan Jovanovic, 1991.
"
**Was the Great Depression a Low-Level Equilibrium?**," NBER Working Papers 3726, National Bureau of Economic Research, Inc. - Dagsvik, John & Jovanovic, Boyan, 1991.
"
**Was the Great Depression a Low-Level Equilibrium?**," Working Papers 91-07, C.V. Starr Center for Applied Economics, New York University.

- John Dagsvik & Boyan Jovanovic, 1991.
"
- Dagsvik, John & Jovanovic, Boyan & Shepard, Andrea, 1985.
"
**A Foundation for Three Popular Assumptions in Job-matching Models**," Journal of Labor Economics, University of Chicago Press, vol. 3(4), pages 403-420, October.- Dagsvik, John & Jovanovic, Boyan & Shephard, Andrea, 1985.
"
**A Foundation for Three Popular Assumptions in Job-Matching Models**," Working Papers 85-13, C.V. Starr Center for Applied Economics, New York University.

- Dagsvik, John & Jovanovic, Boyan & Shephard, Andrea, 1985.
"

## More information

Research fields, statistics, top rankings, if available.### Statistics

#### Access and download statistics for all items

### Rankings

This author is among the top 5% authors according to these criteria:- Number of Journal Pages, Weighted by Number of Authors and Recursive Impact Factors
- Record of graduates

### NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 32 papers announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.- NEP-DCM:
**Discrete Choice Models**(20) 2003-06-04 2003-06-04 2003-07-10 2003-11-23 2003-12-07 2005-06-14 2006-05-20 2006-09-30 2006-10-07 2007-01-13 2007-01-13 2007-01-13 2007-01-13 2007-07-20 2008-07-20 2008-12-07 2012-10-13 2012-10-20 2014-11-01 2020-06-08. Author is listed - NEP-LAB:
**Labour Economics**(16) 2003-06-04 2003-06-04 2003-06-04 2003-07-10 2006-04-01 2006-05-20 2006-05-20 2006-10-07 2007-01-13 2007-07-20 2008-07-20 2008-10-07 2008-12-07 2010-12-18 2012-06-25 2014-11-01. Author is listed - NEP-UPT:
**Utility Models & Prospect Theory**(9) 2006-05-20 2006-05-20 2006-09-30 2007-01-13 2007-01-13 2012-05-22 2014-11-01 2017-04-09 2018-06-18. Author is listed - NEP-ECM:
**Econometrics**(6) 2006-05-20 2007-01-13 2007-01-13 2008-12-07 2012-05-22 2014-11-01. Author is listed - NEP-LMA: Labor Markets - Supply, Demand, & Wages (4) 2012-06-25 2012-10-13 2016-09-25 2018-06-18
- NEP-MIC: Microeconomics (3) 2003-12-07 2004-03-14 2010-12-18
- NEP-PBE: Public Economics (2) 2006-04-01 2007-07-20
- NEP-BEC: Business Economics (1) 2006-05-20
- NEP-CBE: Cognitive & Behavioural Economics (1) 2005-06-14
- NEP-CMP: Computational Economics (1) 2006-04-01
- NEP-CTA: Contract Theory & Applications (1) 2018-06-18
- NEP-EDU: Education (1) 2008-12-07
- NEP-GTH: Game Theory (1) 2018-06-18
- NEP-HAP: Economics of Happiness (1) 2010-06-11
- NEP-MIG: Economics of Human Migration (1) 2016-09-25
- NEP-ORE: Operations Research (1) 2012-05-22
- NEP-TRE: Transport Economics (1) 2020-06-08

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