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Two Ways of Estimating a Transport Model AgEcon
Jansson, Torbjorn.
In this article, it is shown how the parameters of a transport model can be estimated in a way that, in contrast to previously used methods, utilizes observations of regional prices as well as of trade costs. The proposed method uses bi-level programming to minimize a weighted least squares’ criterion under the restriction that the estimated parameters satisfy the Kuhn-Tucker conditions for an optimal solution of the transport model. We use Monte-Carlo simulations to trace out some properties of the estimator and compare it with a traditional calibration method. The analysis shows that the proposed technique estimates prices as well as trade costs more efficiently.
Tipo: Working or Discussion Paper Palavras-chave: Spatial equilibrium; Transport model; Bi-level programming; Research Methods/ Statistical Methods; C15; F11.
Ano: 2005 URL: http://purl.umn.edu/18787
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Carbon Mitigation Costs for the Commercial Sector: Discrete-Continuous Choice Analysis of Multifuel Energy Demand AgEcon
Newell, Richard G.; Pizer, William A..
We estimate a carbon mitigation cost curve for the U.S. commercial sector based on econometric estimation of the responsiveness of fuel demand and equipment choices to energy price changes. The model econometrically estimates fuel demand conditional on fuel choice, which is characterized by a multinomial logit model. Separate estimation of end uses (e.g., heating, cooking) using the 1995 Commercial Buildings Energy Consumption Survey allows for exceptionally detailed estimation of price responsiveness disaggregated by end use and fuel type. We then construct aggregate long-run elasticities, by fuel type, through a series of simulations; own-price elasticities range from -0.9 for district heat services to -2.9 for fuel oil. The simulations form the basis of...
Tipo: Working or Discussion Paper Palavras-chave: Commercial energy demand; Carbon policy; Climate change; Discrete choice; Resource /Energy Economics and Policy; Q28; Q48; Q41; C35; C15.
Ano: 2005 URL: http://purl.umn.edu/10625
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Looking for Rational Bubbles in Agricultural Commodity Markets AgEcon
Gutierrez, Luciano.
In this paper, we use a bootstrap methodology to helps us to compute the finite sample probability distribution of the asymptotic tests recently proposed in Phillips et al. (2009b) and Phillips and Yu (2009c). Simulation shows that the bootstrap methodology works well and allows us to identify explosive processes and collapsing bubbles. We apply the bootstrap procedure to the wheat and rough rice commodity prices. We find some evidence of price exuberance for both prices in the 2007-2008 period.
Tipo: Presentation Palavras-chave: Rational Speculative Bubbles; Bootstrap; Unit Root Tests; Commodity Prices.; Marketing; G14; Q14; C12; C15.
Ano: 2011 URL: http://purl.umn.edu/120377
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Agent-Based Modelling and Sensitivity Analysis by Experimental Design and Metamodelling: An Application to Modelling Regional Structural Change AgEcon
Happe, Kathrin.
This paper presents the application of the sensitivity analysis techniques Design of Experiments (DOE) and metamodelling to the agent-based model AgriPoliS, which is a spatial and dynamic simulation model of regional structural change. DOE and metamodelling provide a more systematic analysis of results of complex simulation models. When summarising the results, it becomes clear that interest rates, technical change and managerial ability influence average economic land rent the most.
Tipo: Conference Paper or Presentation Palavras-chave: Simulation; Design of experiments; Metamodelling; Structural change; Research and Development/Tech Change/Emerging Technologies; C9; C15.
Ano: 2005 URL: http://purl.umn.edu/24464
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Grain Contracting Strategies to Induce Delivery and Performance in Volatile Markets AgEcon
Wilson, William W.; Dahl, Bruce L..
One of the impacts of higher prices along with greater volatility in futures and basis is that there is pressure for an escalation in cash contracting for grain. This volatility has resulted in an unprecedented level of contracting with growers in recent years. There is a wide array of cash contracts with varying terms. There is also a growing realization of growers not delivering on contracts, in part due to escalation in postcontract prices. These are evolving as major strategic issues for buyers and the marketing system, particularly as buyers seek to use such contracting strategies as an element of risk mitigation. There are three purposes of this article. First is to provide a broad survey of contract terms used in grain contracting with growers....
Tipo: Journal Article Palavras-chave: Grain contracting; Risk; Volatility; Agribusiness; Crop Production/Industries; Farm Management; Production Economics; Risk and Uncertainty; C15; D81; Q12.
Ano: 2009 URL: http://purl.umn.edu/53082
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A Nonparametric Kernel Representation of the Agricultural Production Function: Implications for Economic Measures of Technology AgEcon
Livanis, Grigorios T.; Salois, Matthew J.; Moss, Charles B..
The issue of production function estimation has received recent attention, particularly in agricultural economics with the advent of precision farming. Yet, the evidence to date is far from unanimous on the proper form of the production function. This paper reexamines the use of the primal production function framework using nonparametric regression techniques. Specifically, the paper demonstrates how a nonparametric regression based on a kernel density estimator can be used to estimate a production function using data on corn production from Illinois and Indiana. Nonparametric results are compared to common parametric specifications using the Nadaraya-Watson kernel regression estimator. The parametric and nonparametric forms are also compared in terms of...
Tipo: Conference Paper or Presentation Palavras-chave: Nonparametric regression; Nonparametric derivatives; Gaussian kernel; Optimization techniques; Production function; Production Economics; C14; C15; C16; C61; Q12.
Ano: 2009 URL: http://purl.umn.edu/51063
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Risk-Adjusted Comparison of Conservation Reserve Program Payments Versus Production Payments for a Corn-Soybean Farmer AgEcon
Ibendahl, Gregory A..
Conservation reserve program (CRP) payments amount to several billion dollars annually. Payments are allocated to both remove land from production and to help farmers pay for conservation improvements. However, research examining whether farmers increase their utility with CRPs is limited. This paper uses simulation analysis and certainty equivalents to compare farming income to payments under the CRP. Farming income is a combination of crop production and government payments as specified in the 2002 Farm Bill. This analysis focuses on farms in three different counties in Kentucky. Results indicate that CRPs are good choices for many farmers.
Tipo: Journal Article Palavras-chave: Certainty equivalents; Conservation; CRP; Government payments; Risk; Simulation; Q15; Q18; Q16; C15.
Ano: 2004 URL: http://purl.umn.edu/43391
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A NONPARAMETRIC HYPOTHESIS TEST VIA THE BOOTSTRAP RESAMPLING AgEcon
Temel, Tugrul T..
This paper adapts an already existing nonparametric hypothesis test to the bootstrap framework. The test utilizes the nonparametric kernel regression method to estimate a measure of distance between the models stated under the null hypothesis. The bootstraped version of the test allows to approximate errors involved in the asymptotic hypothesis test.
Tipo: Conference Paper or Presentation Palavras-chave: Hypothesis test; The bootstrap; Nonparametric regression; Omitted variables; Research Methods/ Statistical Methods; C12; C14; C15.
Ano: 2001 URL: http://purl.umn.edu/20600
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Simulation in inventory management AgEcon
Marcikic, Aleksandra; Radovanov, Boris.
In this paper inventory management is analyzed as an organic part of the supply chain managing process. In today’s competitive economic environment traditional inventory policies should be improved. Simulation models enable a priori managing and analyzing variety of possible results and implication of selected inventory policies. The model presented in this paper uses the Monte Carlo simulation method and variables taken as random, in order to depict a harmonization and integration of dynamic quantitative analysis and theoretical, qualitative concepts of inventory management.
Tipo: Journal Article Palavras-chave: Monte Carlo simulation; Modeling; Inventory management; Supply chain management.; Research and Development/Tech Change/Emerging Technologies; C15; C63.
Ano: 2009 URL: http://purl.umn.edu/94592
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Meta Analysis in Model Implementation: Choice Sets and the Valuation of Air Quality Improvements AgEcon
Banzhaf, H. Spencer; Smith, V. Kerry.
We document the sensitivity of welfare estimates derived from discrete choice models to assumptions about the choice set. Such assumptions can affect welfare estimates through both the estimated parameters of the model and, conditional on the parameters, the substitution among alternatives. Our analysis involves estimates of the benefits of air quality improvements in Los Angeles based on discrete choices of neighborhood and housing. We further illustrate the use of meta analysis to document and summarize voluminous information derived from repeated sensitivity analyses.
Tipo: Working or Discussion Paper Palavras-chave: Meta analysis; Random utility model; Choice set; Air quality; Housing; Environmental Economics and Policy; C15; Q25; R21.
Ano: 2003 URL: http://purl.umn.edu/10453
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Web Delivery of a Monte Carlo Simulation Model: The Base and Yield Analyzer Experience AgEcon
Richardson, James W.; Outlaw, Joe L..
The provision for producers to update base acres and payment yields in the 2002 farm bill afforded an opportunity to test whether it was feasible to deliver a complex simulation model directly to producers. A Monte Carlo simulation model for assessing the economic impacts of the alternative base and yield options on individual farms was developed and made available to producers via the World Wide Web. The experiences and challenges from this collaborative extension and research effort are described, as well as the issues educators might consider before delivering complex software to a national audience via the Web.
Tipo: Journal Article Palavras-chave: Base and yield update; 2002 farm bill; Monte Carlo simulation; C15; D83; Q12; Q16.
Ano: 2005 URL: http://purl.umn.edu/43517
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International Trade, Productivity Growth, Education and the Wage Differential: A Case Study of Taiwan AgEcon
Chang, Hsiao-chuan.
The cause of changes in the wage differential between skilled and unskilled labor has been an important subject of debate for several decades. International trade and productivity growth are two main causes that have been suggested from large country studies. Recent research proposes that education is another influence. All three causes have been significantly associated with Taiwan’s economic development. This paper attempts to contribute to the literature by investigating the wage differential in Taiwan, a small open economy. A Dynamic Intertemporal General Equilibrium (DIGE) model is used to perform theoretical simulation. An Error Correction Model (ECM) incorporating both short- and long-run effects is employed to accomplish the empirical examination....
Tipo: Journal Article Palavras-chave: Wage differential; Dynamic intertemporal general equilibrium model; Error correction model; International Relations/Trade; Labor and Human Capital; C12; C15; C51; F10; F41; H52; J31.
Ano: 2003 URL: http://purl.umn.edu/44011
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Cointegration Analysis of Commodity Prices: Much Ado about the Wrong Thing? AgEcon
Mallory, Mindy L.; Lence, Sergio H..
This study highlights some problems with using the Johansen cointegration statistics on data containing a negative moving average (NMA) in the error term of the data generating process. We use a Monte Carlo experiment to demonstrate that the asymptotic distribution of the Johansen cointegration statistics is sensitive to the NMA parameters and that using the stated 5% critical values results in severe size distortion. In our experiment, using the asymptotic critical values resulted in empirical size of 76% in the worst case. To date a NMA in the error term was known to cause poor small sample performance of the Johansen cointegration statistics; however our study demonstrates that problems associated with a NMA in the error term do not improve as sample...
Tipo: Conference Paper or Presentation Palavras-chave: Cointegration; Johansen cointegration test; Moving average; Agricultural Finance; Financial Economics; C32; C15.
Ano: 2010 URL: http://purl.umn.edu/61721
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Production Inefficiency in Fed Cattle Marketing and the Value of Sorting Pens into Alternative Marketing Groups Using Ultrasound Technology AgEcon
Koontz, Stephen R.; Hoag, Dana L.; Brethour, John R.; Walker, Jodine L..
The cattle industry batch markets animals in pens. Because of this, animals within any one pen can be both underfed and overfed. Thus, there is a production inefficiency associated with batch marketing. We simulate the value of sorting animals through weight and ultrasound measurements from original pens into smaller alternative marketing groups. Sorting exploits the production inefficiency and enables cattle feeding enterprises to avoid meat quality discounts, capture premiums, more efficiently use feed resources, and increase returns. The value of sorting is between $15 and $25 per head, with declining marginal returns as the number of sort groups increases.
Tipo: Journal Article Palavras-chave: Cattle feeding; Production efficiency; Simulation; Sorting; Value-based marketing; Ultrasound; Agribusiness; Livestock Production/Industries; Marketing; Research and Development/Tech Change/Emerging Technologies; C15; D21; D23; Q12.
Ano: 2008 URL: http://purl.umn.edu/47266
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Standard and Shuffled Halton Sequences in a Mixed Logit Model AgEcon
Staus, Alexander.
Modeling consumer choice in different areas has lead to an increase use of discrete choice models. Probit or Multinomial Logit Models are often the base of further empirical research of consumer choice. In some of these models the equations to solve have no closed-form expression. They include multi-dimensional integrals which can not be solved analytically. Simulation methods have been developed to approximate a solution for these integrals. This paper describes the Standard Halton sequence and a modification of it, the Shuffled Halton sequence. Both are simulation methods which can reduce computational effort compared to a random sequence. We compare the simulation methods in their coverage of the multi-dimensional area and in their estimation results...
Tipo: Working or Discussion Paper Palavras-chave: Simulation; Mixed logit; Halton sequence; Consumer/Household Economics; Food Consumption/Nutrition/Food Safety; C15; C25.
Ano: 2008 URL: http://purl.umn.edu/93856
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Plagiarism Without Apology--Systematic Integration of Available Information in a Long Run Agricultural Outlook AgEcon
Witzke, Heinz Peter; Britz, Wolfgang.
In the context of a long run agricultural outlook on behalf of the European Environmental Agency a new methodology has been developed to systematically integrate external forecasts into a quite detailed agricultural sector model. External forecasts usually provide estimates for the exogenous variables in modelling work and frequently they are also used for comparisons and potential reassessment of empirical specifications. The innovative characteristic of this study is that expert forecasts have been used to specify parameter changes expressing structural change affecting behavioural functions. The outlook was therefore set up as a simultaneous estimation and forecasting effort which permitted to integrate various, usually contradictory expert forecasts...
Tipo: Conference Paper or Presentation Palavras-chave: Agricultural outlook; Forecasting; Modelling; Expert information; Agricultural and Food Policy; C15; C53; Q11; Q19; Q21.
Ano: 2005 URL: http://purl.umn.edu/24666
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Elasticities for U.S. Wheat Food Use by Class AgEcon
Marsh, Thomas L..
We conceptualize wheat for food use as an input into flour production and derive demand functions to quantify price responsiveness and economic substitutability across wheat classes. Cost, price, and substitution elasticities are estimated for hard red winter, hard red spring, soft red wheat, soft white winter, and durum wheat. In general, hard red winter and spring wheat varieties are much more responsive to their own price than are soft wheat varieties and durum wheat. Morishima elasticities indicate that hard red winter and hard red spring wheat are economic substitutes for milling purposes.
Tipo: Conference Paper or Presentation Palavras-chave: Elasticities; Wheat by class; Economic substitution; Monte Carlo; Food Consumption/Nutrition/Food Safety; C15; C30; Q11.
Ano: 2003 URL: http://purl.umn.edu/57920
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Analyzing Producer Preferences for Counter-Cyclical Government Payments AgEcon
Miller, J. Corey; Barnett, Barry J.; Coble, Keith H..
A dynamic-stochastic model is developed to evaluate preferences among alternative countercyclical payment programs for representative farms producing corn or soybeans in Iowa and cotton or soybeans in Mississippi. Countercyclical payment programs are found to not necessarily be preferred to fixed payment programs.
Tipo: Journal Article Palavras-chave: Agricultural policy; Bootstrapping; Countercyclical payments; Nonparametric; C15; D81; Q12; Q18.
Ano: 2003 URL: http://purl.umn.edu/43203
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A Robust Multivariate Long Run Analysis of European Electricity Prices AgEcon
Bosco, Bruno; Parisio, Lucia; Pelagatti, Matteo; Baldi, Fabio.
This paper analyses the interdependencies existing in wholesale European electricity prices. The results of a multivariate long run dynamic analysis of weekly median prices reveal the presence of a strong although not perfect integration among some neighboring markets considered in the sample and the existence of common long-term dynamics of electricity prices and gas prices but not oil prices. The existence of long-term dynamics among gas prices and electricity prices may prove to be important for long-term hedging operations to be conducted even in markets where there are no electricity derivatives.
Tipo: Working or Discussion Paper Palavras-chave: European Electricity Prices; Cointegration; Interdependencies; Equilibrium Correction Model; Oil Prices; Resource /Energy Economics and Policy; C15; C32; D44; L94; Q40.
Ano: 2007 URL: http://purl.umn.edu/7438
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A Bayesian Total Factor Productivity Analysis of Tropical Agricultural Systems in Central-Western Africa And South-East Asia AgEcon
Tonini, Axel; Matus, Silvia Saravia; Gomez y Paloma, Sergio.
This paper computes and analyses total factor productivity (TFP) growth rates for tropical agricultural systems in Central-Western Africa and South-East Asia. Two regions that despite sharing common agro-ecological conditions, have pursued different adoption rates of green revolution technology and have reported dissimilar yields per hectare. A panel data set is constructed for the period 1987-2007 from the FAOSTAT database. A Bayesian stochastic frontier model with country specific temporal variation in technical efficiency is estimated. Technical efficiency estimates reveal that there is substantial room for improvement in both continental sub-sets and that TFP estimates show on average larger rates of growth for South-East Asian countries as compared to...
Tipo: Conference Paper or Presentation Palavras-chave: Bayesian Inference; Stochastic Production Frontier; Time Varying Technical Inefficiency; Total Factor Productivity Growth; Tropical Agricultural Systems; Farm Management; Productivity Analysis; C15; D24; O47.
Ano: 2011 URL: http://purl.umn.edu/116088
Registros recuperados: 37
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