How Much Do Starting Values Really Matter? An Empirical Comparison of Genetic Algorithm and Traditional Approaches
Author
Abstract
Suggested Citation
DOI: 10.22004/ag.econ.21252
Download full text from publisher
References listed on IDEAS
- Bollino, Carlo Andrea, 1987. "Gaids: a generalised version of the almost ideal demand system," Economics Letters, Elsevier, vol. 23(2), pages 199-202.
- Dameus, Alix & Richter, Francisca G.-C. & Brorsen, B. Wade & Sukhdial, Kullapapruk Piewthongngam, 2002. "Aids Versus The Rotterdam Demand System: A Cox Test With Parametric Bootstrap," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 27(2), pages 1-13, December.
- Kinnucan, Henry W. & Chang, Hui-Shung (Christie) & Venkateswaran, Meenakshi, 1993. "Generic Advertising Wearout," Review of Marketing and Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 61(03), pages 1-15, December.
- Berndt, Ernst R & Savin, N Eugene, 1975. "Estimation and Hypothesis Testing in Singular Equation Systems with Autoregressive Disturbances," Econometrica, Econometric Society, vol. 43(5-6), pages 937-957, Sept.-Nov.
- Alston, Julian M. & Chalfant, James A. & Piggott, Nicholas E., 2001. "Incorporating demand shifters in the Almost Ideal demand system," Economics Letters, Elsevier, vol. 70(1), pages 73-78, January.
- Kellie Curry Raper & Maria Namakhoye Wanzala & Rodolfo Nayga, 2002. "Food expenditures and household demographic composition in the US: a demand systems approach," Applied Economics, Taylor & Francis Journals, vol. 34(8), pages 981-992.
- Nicholas E. Piggott, 2003. "The Nested PIGLOG Model: An Application to U.S. Food Demand," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(1), pages 1-15.
- Nicholas E. Piggott & Thomas L. Marsh, 2004. "Does Food Safety Information Impact U.S. Meat Demand?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(1), pages 154-174.
- Nicholas E. Piggott & James A. Chalfant & Julian M. Alston & Garry R. Griffith, 1996. "Demand Response to Advertising in the Australian Meat Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 268-279.
- John D. Jackson, 1997. "Effects of Health Information and Generic Advertising on U.S. Meat Demand," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(1), pages 13-23.
- Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June.
- Dorsey, Robert E & Mayer, Walter J, 1995.
"Genetic Algorithms for Estimation Problems with Multiple Optima, Nondifferentiability, and Other Irregular Features,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 13(1), pages 53-66, January.
- Michael B. Gordy, "undated". "GA.M: A Matlab routine for function maximization using a Genetic Algorithm," Matlab codes ga, , revised 12 Feb 1996.
- John L. Park & Rodney B. Holcomb & Kellie Curry Raper & Oral Capps, 1996. "A Demand Systems Analysis of Food Commodities by U.S. Households Segmented by Income," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(2), pages 290-300.
- Capps, Oral, Jr., 1983. "Alternative Estimation Methods Of Nonlinear Demand Systems," Western Journal of Agricultural Economics, Western Agricultural Economics Association, vol. 8(01), pages 1-14, July.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Neal, Mark, 2007. "Estimating complex production functions: The importance of starting values," Risk and Sustainable Management Group Working Papers 151178, University of Queensland, School of Economics.
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.- Tonsor, Glynn T. & Marsh, Thomas L., 2005. "Comparing Heterogeneous Consumption in US and Japanese Meat and Fish Demand," 2005 Annual meeting, July 24-27, Providence, RI 19567, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Okrent, Abigail M. & Alston, Julian M., 2011.
"Demand for Food in the United States: A Review of Literature, Evaluation of Previous Estimates, and Presentation of New Estimates of Demand,"
Monographs,
University of California, Davis, Giannini Foundation, number 251908, December.
- Okrent, Abigail M. & Alston, Julian M., 2010. "The Demand for Food in the United States: A Review of the Literature, Evaluation of Previous Estimates, and Presentation of New Estimates of Demand," 2010 Annual Meeting, July 25-27, 2010, Denver, Colorado 61674, Agricultural and Applied Economics Association.
- Okrent, Abigail M. & Alston, Julian M., 2011. "Demand for Food in the United States: A Review of Literature, Evaluation of Previous Estimates, and Presentation of New Estimates of Demand," Working Papers 162515, Robert Mondavi Institute Center for Wine Economics.
- Tighe, Kara & Piggott, Nicholas & Nicholas, Oscar & Mounter, Stuart & Villano, Renato, 2019. "Testing for pre-committed quantities of Australian meat demand," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 60(2), April.
- Luke, Jaime R. & Tonsor, Glynn T. & Brown, D. Scott, 2024. "Wholesale pork demand: Understanding primal-level heterogeneity," Journal of Commodity Markets, Elsevier, vol. 34(C).
- Marsh, Thomas L. & Piggott, Nicholas E., 2013. "Measuring Pre-Commited Quantities Through Consumer Price Formation," 2013 Conference (57th), February 5-8, 2013, Sydney, Australia 152165, Australian Agricultural and Resource Economics Society.
- Vickner, Steven S., 2005. "Estimating the Impact of Voluntary Labeling of Trans Fats on the Market Demand for Processed Foods: A Nested PIGLOG Model Approach," 2005 Annual meeting, July 24-27, Providence, RI 19342, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Vardges Hovhannisyan & Marin Bozic, 2017. "Price Endogeneity and Food Demand in Urban China," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(2), pages 386-406, June.
- Vardges Hovhannisyan & Brian W. Gould, 2014. "Structural change in urban Chinese food preferences," Agricultural Economics, International Association of Agricultural Economists, vol. 45(2), pages 159-166, March.
- Johnson, Rutherford & Vickner, Steven S. & Pagoulatos, Angelos & Debertin, David L., 2006. "Health Media Coverage and Consumer Choice: A Panel Data Econometric Analysis of the Domestic Cracker Market," 2006 Annual meeting, July 23-26, Long Beach, CA 21110, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Thomas Marsh & Ted Schroeder & James Mintert, 2004. "Impacts of meat product recalls on consumer demand in the USA," Applied Economics, Taylor & Francis Journals, vol. 36(9), pages 897-909.
- Flake, Oliver L. & Patterson, Paul M., 1999. "Health, Food Safety And Meat Demand," 1999 Annual meeting, August 8-11, Nashville, TN 21648, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Pritchett, James G. & Johnson, Kamina K. & Thilmany, Dawn D. & Hahn, William F., 2007. "Consumer Responses to Recent BSE Events," Journal of Food Distribution Research, Food Distribution Research Society, vol. 38(2), pages 1-12, July.
- Paudel, Laxmi & Adhikari, Murali & Houston, Jack E., 2005. "Assessing the Impacts of Low Carbohydrate Related Health Information on the Market Demand for US Vegetables," 2005 Annual meeting, July 24-27, Providence, RI 19541, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Rowland, Christopher S. & Mjelde, James W. & Dharmasena, Senarath, 2017. "Policy implications of considering pre-commitments in U.S. aggregate energy demand system," Energy Policy, Elsevier, vol. 102(C), pages 406-413.
- Rahman, Kazi Tamim & Shanoyan, Aleksan & Hovhannisyan, Vardges, 2021. "Food Commodity Price Hikes, Public Policy, and Consumer Welfare: Lessons from Bangladesh," 2021 Annual Meeting, August 1-3, Austin, Texas 314076, Agricultural and Applied Economics Association.
- Hovhannisyan, Vardges & Bozic, Marin, 2014. "On Price Endogeneity in the Analysis of Food Demand in China," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 169767, Agricultural and Applied Economics Association.
- Vickner, Steven S. & Bailey, DeeVon & Dustin, Al, 2006. "Estimating the Market Demand for Value-Added Beef: Testing for BSE Announcement Effects Using a Nested PIGLOG Model Approach," 2006 Annual meeting, July 23-26, Long Beach, CA 21209, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Vardges Hovhannisyan & Brian W. Gould, 2011. "Quantifying the structure of food demand in China: An econometric approach," Agricultural Economics, International Association of Agricultural Economists, vol. 42, pages 1-18, November.
- James W. Mjelde & Kannika Duangnate, 2023. "Overview of Committed Quantities in Commodity Demand Analysis with a Focus on Energy," Energies, MDPI, vol. 16(11), pages 1-17, May.
- Andres Silva & Senarath Dharmasena, 2016. "Considering seasonal unit root in a demand system: an empirical approach," Empirical Economics, Springer, vol. 51(4), pages 1443-1463, December.
Corrections
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:ags:aaea06:21252. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.