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Registros recuperados: 18
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MODELING YIELD DISTRIBUTION IN HIGH RISK COUNTIES: APPLICATION TO TEXAS UPLAND COTTON AgEcon
Chen, Shu-Ling; Miranda, Mario J..
Very little attention has been given to the modeling of yield distribution for crops and regions in which yields exhibit irregular behavior. We undertake a statistical case study of Texas upland cotton and propose an alternative mixture distribution based on regime-switching model in which the conditional distribution of yield depends upon an observable drought index. The results show that the mixture distribution model provides a better fit to the data than conventional parametric distributions and produces higher implied premium rates than the current published Group Risk Plan insurance rates in more than two-thirds of Texas counties examined.
Tipo: Conference Paper or Presentation Palavras-chave: Risk and Uncertainty.
Ano: 2006 URL: http://purl.umn.edu/21392
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Modeling Texas Dryland Cotton Yields, With Application to Crop Insurance Actuarial Rating AgEcon
Chen, Shu-Ling; Miranda, Mario J..
Texas dryland upland cotton yields have historically exhibited greater variation and more distributional irregularities than the yields of other crops, raising concerns that conventional parametric distribution models may generate biased or otherwise inaccurate crop insurance premium rate estimates. Here, we formulate and estimate regime-switching models for Texas dryland cotton yields in which the distribution of yield is conditioned on local drought conditions. Our results indicate that drought-conditioned regime-switching models provide a better fit to Texas county-level dryland cotton yields than conventional parametric distribution models. They do not, however, generate significantly different Group Risk Plan crop insurance premium rate estimates.
Tipo: Journal Article Palavras-chave: Actuarial rating; Adverse selection; Cotton; Crop insurance; Group risk plan; Regime-switching; Yield distribution; Agribusiness; Crop Production/Industries; Farm Management; Q10; Q14; Q18.
Ano: 2008 URL: http://purl.umn.edu/45522
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New Approaches to Crop Yield Insurance in Developing Countries AgEcon
Skees, Jerry R.; Hazell, Peter B.R.; Miranda, Mario J..
Natural disasters can be extremely disruptive to farmers and to others whose incomes depend on a successful crop. Society can gain from more efficient sharing of crop and natural disaster risks. However, the costs associated with traditional agricultural risk programs have historically exceeded the gains from improved risk sharing. This paper explores government intervention in agricultural risk markets and discusses new approaches to risk sharing with limited government involvement. In particular, we build the case for introducing negotiable state-contingent contracts settled on area crop yield estimates or locally appropriate weather indices. These instruments could replace traditional crop insurance at a lower cost to government while meeting the risk...
Tipo: Working or Discussion Paper Palavras-chave: Crop Production/Industries; Risk and Uncertainty.
Ano: 1999 URL: http://purl.umn.edu/42827
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RAINFALL INSURANCE FOR MIDWEST CROP PRODUCTION AgEcon
Vedenov, Dmitry V.; Miranda, Mario J..
The paper discusses a methodology for design and pricing of index insurance contracts for crop production. The methodology heavily relies on establishing a relationship between the index and yields in order to evaluate the contract performance in hedging farmers' risk. However, analysis of yield/rainfall data series for Iowa corn and Kansas wheat fail to produce a reliable and meaningful relationship which can be used uniformly across several counties and/or crop producing districts. Further research is needed as to applicability of rainfall insurance to specific crop/region combinations.
Tipo: Conference Paper or Presentation Palavras-chave: Crop Production/Industries; Risk and Uncertainty.
Ano: 2001 URL: http://purl.umn.edu/20458
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Portfolio Allocation and Alternative Structures of the Standard Reinsurance Agreement AgEcon
Vedenov, Dmitry V.; Miranda, Mario J.; Dismukes, Robert; Glauber, Joseph W..
This paper examines how insurance companies participating in delivery of crop insurance would change patterns of portfolio allocation across reinsurance funds in reaction to the 2005 Standard Reinsurance Agreement. The returns of insurance companies under the SRA are calculated using a simulation model. An heuristic allocation rule is introduced in order to imitate portfolio allocation strategies of participating companies. The main conclusion of the analysis is that the bulk of changes in portfolio allocations are likely to be caused by the introduction of "retained net book quota share" reinsurance rather than adjustments in the cession limits and retention requirements for the Assigned Risk Fund.
Tipo: Journal Article Palavras-chave: Crop insurance; Portfolio allocation strategies; Reinsurance funds; Standard Reinsurance Agreement; Risk and Uncertainty.
Ano: 2006 URL: http://purl.umn.edu/10145
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Tail Dependence among Agricultural Insurance Indices: The Case of Iowa County-Level Rainfalls AgEcon
Liu, Pu; Miranda, Mario J..
Index insurance has been promoted as a cost-effective risk management alternative for agricultural producers in developing countries. In this paper, we ask whether spatially separated weather variables commonly used in index insurance design, such as rainfall at different weather stations within a defined geographical area, are more highly correlated at the tails. As a case study, we assess the degree of tail dependence exhibited by Iowa June county-level rainfalls using copulas. We search among various candidate bivariate copulas and, using goodness-of-fit for copulas, attempt to identify the copula structures that best explain the nature of dependence among rainfalls in adjacent counties. Our results provide strong evidence that lower tail dependence...
Tipo: Conference Paper or Presentation Palavras-chave: Tail dependence; Copulas; Index insurance; Weather indices; Risk and Uncertainty.
Ano: 2010 URL: http://purl.umn.edu/61317
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Economic Analysis of the Standard Reinsurance Agreement AgEcon
Vedenov, Dmitry V.; Miranda, Mario J.; Dismukes, Robert; Glauber, Joseph W..
The paper presents an economic analysis of the Standard Reinsurance Agreement (SRA), the contract that governs the relationship between the Federal Crop Insurance Corporation and the private insurance companies that deliver crop insurance products to farmers. The paper outlines provisions of the SRA and describes the modeling methodology behind the SRA simulator, a computer program developed to assist crop insurers and policymakers in assessing the economic impact of the Agreement. The simulator is then used to analyze how the SRA affects returns from underwriting crop insurance at various levels of aggregation.
Tipo: Conference Paper or Presentation Palavras-chave: Risk and Uncertainty.
Ano: 2004 URL: http://purl.umn.edu/20345
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MODELING MULTIVARIATE CROP YIELD DENSITIES WITH FREQUENT EXTREME EVENTS AgEcon
Chen, Shu-Ling; Miranda, Mario J..
Measuring the lower tail of a crop yield distribution is important for managing agricultural production risk and rating crop insurance. Common parametric techniques encounter difficulties when attempting to model extreme yield events. We evaluate and compare alternative models based on our candidate distributions for high risk counties.
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2004 URL: http://purl.umn.edu/19970
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SELF-INSURANCE AND THE UTILITY OF STANDARD RISK MANAGEMENT CONTRACTS AgEcon
Makki, Shiva S.; Miranda, Mario J..
This paper analyzes the potential trade offs and complementarities that exist between intra-year strategies employing annual price and yield risk contracts and inter-year self-insurance strategies involving intertemporal consumption substitution and borrowing, and examines whether standard crop insurance contracts can be made more useful to farmers if offered with a multiple-year horizon.
Tipo: Conference Paper or Presentation Palavras-chave: Risk and Uncertainty.
Ano: 1998 URL: http://purl.umn.edu/20975
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WHEAT BUFFER STOCKS AND TRADE IN AN EFFICIENT GLOBAL ECONOMY AgEcon
Makki, Shiva S.; Tweeten, Luther G.; Miranda, Mario J..
This study assesses storage and trade of wheat in an integrated global economy. Domestic and international linkages are analyzed using a dynamic rational expectations model of the world wheat market. The results of this study demonstrate the importance of endogenizing both storage and trade in studying commodity markets. Results suggest an optimal US buffer stock level of 150 million bushel. Results indicate that past government stockholdings have not followed efficient market outcomes. Private markets likely would perform better in the absence of government market distortions. Results indicate that elimination of the Export Enhancement Program by the US and of export restitution payments by the EU is unlikely to have a major impact on wheat exports from...
Tipo: Working or Discussion Paper Palavras-chave: Crop Production/Industries; International Relations/Trade.
Ano: 1995 URL: http://purl.umn.edu/51214
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THE IMPACT OF POLLUTION CONTROLS ON LIVESTOCK-CROP PRODUCERS AgEcon
Schnitkey, Gary D.; Miranda, Mario J..
A discrete-time, continuous-space model of a livestock- crop producer is used to examine the long-run effects of phosphorus runoff controls on optimal livestock production and manure application practices. Quantity restrictions and taxes on phosphorus application are shown to reduce livestock supply and impose greater costs on livestock-crop producers than on crop-only producers. Restrictions on manure application, without accompanying restrictions on commercial fertilizer application, will have only a limited effect on phosphorus runoff levels.
Tipo: Journal Article Palavras-chave: Environmental Economics and Policy; Farm Management.
Ano: 1993 URL: http://purl.umn.edu/30814
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SOLVING STOCHASTIC MODELS OF COMPETITIVE STORAGE AND TRADE BY CHEBYCHEV COLLOCATON METHODS AgEcon
Miranda, Mario J.; Glauber, Joseph W..
We show how to solve the stochastic spatial-temporal price equilibrium model numerically using the Chebychev collocation method. We then use the model to analyze the joint and interactive stabilizing effects of competitive storage and trade.
Tipo: Journal Article Palavras-chave: Demand and Price Analysis.
Ano: 1995 URL: http://purl.umn.edu/31472
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Portfolio Allocation and Alternative Structures of the Standard Reinsurance Agreement AgEcon
Vedenov, Dmitry V.; Miranda, Mario J.; Dismukes, Robert; Glauber, Joseph W..
This paper analyzes effects of hypothetical changes in the Standard Reinsurance Agreement (SRA) on rates of return of private insurance companies participating in delivery of crop insurance. A computer simulation program is used to model companies'’ returns under the current and alternative SRA structures. A simple heuristic rule is used in order to simulate companies' behavior under counterfactual assumptions about the SRA structures.
Tipo: Conference Paper or Presentation Palavras-chave: Risk and Uncertainty.
Ano: 2004 URL: http://purl.umn.edu/20222
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Optimal Forest Rotations with Environmental Values and Endogenous Fire Risk AgEcon
Daigneault, Adam J.; Sohngen, Brent; Miranda, Mario J..
This paper develops a model that solves for the optimal economic harvest rotation problem to maximize revenue of an even-aged forest plantation when there is a risk of a catastrophic forest fire. The paper also investigates the feasibility of using fire prone stands for carbon sequestration and estimates the effects that it would have on the optimal management regime and rotation age empirically using a typical Douglas-fir stand in the Pacific Northwest. The model incorporates risk-reducing management practices that allow risk and growth to be endogenous, and the optimal rotation model is solved using numerical simulation techniques. Results show that higher carbon prices increase the rotation length regardless of the probability of fire and that the...
Tipo: Conference Paper or Presentation Palavras-chave: Carbon sequestration; Stochastic risk; Forest management; Optimal rotation; Silviculture; Forest fires; Climate change; Resource /Energy Economics and Policy.
Ano: 2007 URL: http://purl.umn.edu/9738
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Catastrophic Drought Insurance based on the Remotely Sensed Normalized Difference Vegetation Index for Smallholder Farmers in Zimbabwe AgEcon
Makaudze, Ephias M.; Miranda, Mario J..
Index insurance, which indemnifies agricultural producers based on an objectively observable variable that is highly correlated with production losses but which cannot be influenced by the producer, can provide adequate protection against catastrophic droughts without suffering from the moral hazard and adverse selection problems that typically cause conventional agricultural insurance programs to fail. Using historical maize and cotton yield data from nine districts in Zimbabwe, we find that catastrophic drought insurance contracts based on the Normalized Difference Vegetation Index (NDVI) can be constructed whose indemnities exhibit higher correlations with yield losses compared to the conventional rainfall index. In addition the NDVI contracts can be...
Tipo: Journal Article Palavras-chave: Crop Production/Industries; Risk and Uncertainty.
Ano: 2009 URL: http://purl.umn.edu/96183
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Effects of Insurance on Farmer Crop Abandonment AgEcon
Chen, Shu-Ling; Miranda, Mario J..
Empirical evidence for the existence of moral hazard in the U.S. crop insurance program has been inconclusive. Here, we seek empirical evidence of moral hazard in the U.S. crop insurance program, departing from the established empirical literature in two significant respects. First, we attempt to uncover evidence of moral hazard by examining the effects of crop insurance on post-planting crop abandonment decisions. Second, we expand to the scope of existing empirical studies by including regions and crops that have historically experienced high loss ratios under the Federal crop insurance program. Our results provide strong evidence that insurance participation encourages producers to abandon their crops during the growing season for corn in Central...
Tipo: Conference Paper or Presentation Palavras-chave: Farm Management; Risk and Uncertainty.
Ano: 2007 URL: http://purl.umn.edu/9846
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A DYNAMIC MODEL OF MICROLENDING IN THE DEVELOPING COUNTRIES AgEcon
Katchova, Ani L.; Miranda, Mario J.; Gonzalez-Vega, Claudio.
In this paper, we examine the contract design problem of banks that extend loans to poor borrowers and seek to maximize outreach while remaining financially sustainable. A dynamic model is developed that shows how interest rates can be determined based on information about productivity and diligence characteristics of borrowers, investment opportunities, correlation of business activities, peer monitoring costs, and social sanctions. The results indicate that relative to the traditional static models, the dynamic model explains better the current experience in individual and group lending in developing countries.
Tipo: Conference Paper or Presentation Palavras-chave: Financial Economics.
Ano: 2001 URL: http://purl.umn.edu/20635
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THE EFFECTS ON PEASANT HOUSEHOLDS OF ACCESS TO FORMAL DEPOSITS AND LOANS AgEcon
Schreiner, Mark; Graham, Douglas H.; Miranda, Mario J..
A dynamic, stochastic, rational expectations model of a peasant household with access to deposits and loans (up to a credit limit) is solved and simulated. If formal contracts offer more favorable rates than informal contracts, then access to formal contracts increases average consumption and decreases its standard deviation.
Tipo: Working or Discussion Paper Palavras-chave: Agricultural Finance; Consumer/Household Economics.
Ano: 1995 URL: http://purl.umn.edu/28329
Registros recuperados: 18
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