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IMPACTS OF CONCENTRATION IN HOG PRODUCTION ON ECONOMIC GROWTH IN RURAL ILLINOIS: AN ECONOMETRIC ANALYSIS AgEcon
Gomez, Miguel I.; Zhang, Liying.
This paper evaluates the impact of increasing concentration of the livestock sector on the economic welfare of rural Illinois. A pooled time-series, cross-sectional model is developed to study the dynamics of structural changes in hog production for the period 1981-1997. The model tests the efficient-market hypothesis on local rural economies. Keywords: hog production, concentration, economic impacts, rural communities
Tipo: Conference Paper or Presentation Palavras-chave: Hog production; Concentration; Economic impacts; Rural communities; Community/Rural/Urban Development; Livestock Production/Industries; Research Methods/ Statistical Methods.
Ano: 2000 URL: http://purl.umn.edu/21846
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Live and Feeder Cattle Options Markets: Returns, Risk, and Volatility Forecasting AgEcon
Brittain, Lee; Garcia, Philip; Irwin, Scott H..
The paper examines empirical returns from holding thirty- and ninety-day call and put positions, and the forecasting performance of implied volatility in the live and feeder cattle options markets. In both markets, implied volatility is an upwardly biased and inefficient predictor of realized volatility, with bias most prominent in live cattle. While significant returns exist holding several market positions, most strategies are strongly affected by a drift in futures market prices. However, the returns from selling live cattle puts are persistent, and evidence from straddle returns identifies that the market overprices volatility. This overpricing is consistent with a short-term risk premium whose effect is magnified by extreme changes in market conditions.
Tipo: Conference Paper or Presentation Palavras-chave: Live cattle; Feeder cattle; Options; Returns; Risk; Volatility forecasting; Agribusiness; Agricultural and Food Policy; Agricultural Finance; Community/Rural/Urban Development; Farm Management; Financial Economics; Livestock Production/Industries; Marketing; Research Methods/ Statistical Methods.
Ano: 2009 URL: http://purl.umn.edu/53038
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Defining agricultural and forestry systems in econometric land use models: Some critical reflections AgEcon
Munchhausen, Susanne von.
The paper discusses the way pastoral and forestry systems are defined in econometric land use modelling on a national level. It briefly reviews the relevant data bases and modelling tools. Above all, it reflects on the questions asked and information needed in the work of the Ministry of Agriculture and Forestry (MAF) Policy. The paper presents the first results of a working group about the key policy questions related to land use and land use change and the adequacy of the related analyses and modelling approaches.
Tipo: Conference Paper or Presentation Palavras-chave: Agricultural and Food Policy; Environmental Economics and Policy; Land Economics/Use; Research Methods/ Statistical Methods.
Ano: 2010 URL: http://purl.umn.edu/96491
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Validating Dynamic General Equilibrium Model Forecasts AgEcon
Li, NaiChia; Roe, Terry L..
The maintained hypotheses embodied in structural general equilibrium models calibrated to data have tended to make economists and policy makers insecure regarding their empirical foundation. Advances in dynamic general equilibrium (DGE) theory and its empirical application have exacerbated this insecurity since the forecasts provide by these models brings questions of validation to the forefront. Here, methods are developed to measure the magnitude of bias in DGE forecasts that are simple to implement. We adopted the concordance correlation measure, and introduced a time function method to assess the bias in DGE forecasts. A time-series confidence interval method is also introduced to formally judge the "good" forecasts from the "bad". A calibrated DGE...
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2006 URL: http://purl.umn.edu/21325
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From the help desk: Comparing areas under receiver operating characteristic curves from two or more probit or logit models AgEcon
Cleves, Mario A..
Occasionally, there is a need to compare the predictive accuracy of several fitted logit (logistic) or probit models by comparing the areas under the corresponding receiver operating characteristic (ROC) curves. Although Stata currently does not have a ready routine for comparing two or more ROC areas generated from these models, this article describes how these comparisons can be performed using Stata’s roccomp command.
Tipo: Journal Article Palavras-chave: Receiving operating characteristic (ROC) curve; Research Methods/ Statistical Methods.
Ano: 2002 URL: http://purl.umn.edu/116016
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PARAMETER ESTIMATION AND MEASURES OF FIT IN A GLOBAL, GENERAL EQUILIBRIUM MODEL AgEcon
Liu, Jing; Arndt, Channing; Hertel, Thomas W..
Computable General Equilibrium (CGE) models have been widely used for quantitative analysis of global economic issues. However, CGE models are frequently criticized for resting on weak empirical foundations. This paper builds on recent work in macro-econometric estimation, developing an approach to parameter estimation for a widely employed global CGE model, the Global Trade Analysis Project (GTAP) model. An approximate likelihood function is developed and the set of optimum elasticity values is obtained by maximizing this approximate likelihood function in the context of a back casting exercise. In addition, two statistical tests are performed. The first of these tests compares the standard GTAP elasticity vector with the estimated trade elasticity...
Tipo: Working or Discussion Paper Palavras-chave: International Relations/Trade; Research Methods/ Statistical Methods.
Ano: 2003 URL: http://purl.umn.edu/28687
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Preliminary Evaluation of Alternative Models for Banana Production Forecasting in the Windward Islands AgEcon
Thomas-Louisy, Luvette; Alexander-Louis, Theresa.
Tipo: Journal Article Palavras-chave: Banana Production; Production Forecasting; Banana in the Windward Islands; Research Methods/ Statistical Methods.
Ano: 1996 URL: http://purl.umn.edu/45593
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Nonfarm Employment and Poverty Reduction in Rural Ghana: A Propensity-Score Matching Analysis AgEcon
Owusu, Victor; Abdulai, Awudu.
This article investigates the impact of nonfarm employment on farm household income and way out of poverty, using farm household data from Brong-Ahafo region of Ghana. A propensity score matching model is used to evaluate the impact participating in both wage and self-employment. Separate estimates are also provided for males and females. The results from the study show that nonfarm employment has a positive and robust effect on farm household income and a negative and significant effect on the likelihood of being poor. Self-employment was found to have much higher impacts than wage employment, reflecting the fact that most employment opportunities in the rural areas are in the former sector.
Tipo: Conference Paper or Presentation Palavras-chave: Non-farm employment; Poverty; Matching; Community/Rural/Urban Development; Consumer/Household Economics; Food Security and Poverty; Research Methods/ Statistical Methods.
Ano: 2009 URL: http://purl.umn.edu/51363
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Estimating productivity of water at different spatial scales using simulation modeling AgEcon
Droogers, Peter; Kite, Geoff.
A clear understanding of the current water balance is required to explore options for water saving measures. However, measurement of all the terms in the water balance is infeasible in terms of spatial and temporal scale, but hydrological simulation models can fill the gap between measured and required data. For a basin in Western Turkey, simulation modeling at three different scales, field, irrigation scheme and basin scale, was performed to obtain all terms of the water balance. These water balance numbers were used to calculate the Productivity of Water at the three spatial levels distinguished to assess the performance of the systems.
Tipo: Report Palavras-chave: Water resources; Productivity; Simulation models; Water scarcity; Water supply; Water balance; Performance indexes; Indicators; River basins; Cropping systems; Crop yield; Cotton; Hydrology; Economic analysis; Agribusiness; Agricultural Finance; Crop Production/Industries; Environmental Economics and Policy; Production Economics; Productivity Analysis; Research Methods/ Statistical Methods.
Ano: 2001 URL: http://purl.umn.edu/44568
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Stata tip 3: How to be assertive AgEcon
Gould, William.
Tipo: Journal Article Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2003 URL: http://purl.umn.edu/116203
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Review of A Gentle Introduction to Stata by Acock AgEcon
Mulcahy, Michael.
This article reviews A Gentle Introduction to Stata by Acock.
Tipo: Journal Article Palavras-chave: Introductory statistics; Social science; Teaching Stata; Research Methods/ Statistical Methods.
Ano: 2006 URL: http://purl.umn.edu/117591
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SHADOW PRICE IMPLICATIONS OF SECOND DEGREE STOCHASTIC DOMINANCE EFFICIENCY AgEcon
McCamley, Francis P.; Rudel, Richard K..
Second degree stochastic dominance (SSD) can be, but seldom is explicitly, applied to problems having continuous variables. A model is presented which, for any SSD efficient solution, facilitates exploration of the set of SSD consistent shadow prices. The model is tested by applying it to a problem described by Hazell.
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2000 URL: http://purl.umn.edu/36370
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CONSISTENT ESTIMATION OF LONGITUDINAL CENSORED DEMAND SYSTEMS AgEcon
Meyerhoefer, Chad D.; Ranney, Christine K.; Sahn, David E..
In this paper we derive a joint continuous/censored demand system suitable for the analysis of commodity demand relationships using panel data. Unobserved heterogeneity is controlled for using a correlated random effects specification and a Generalized Method of Moments framework used to estimate the model in two stages. While relatively small differences in elasticity estimates are found between a flexible specification and one that restricts the relationship between the random effect and budget shares to be time invariant, larger differences are observed between the most flexible random effects model and a pooled cross sectional estimator. The results suggest the limited ability of such estimators to control for preference heterogeneity and unit value...
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2004 URL: http://purl.umn.edu/19992
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World Wheat Policy Simulation Model: Description and Computer Program Documentation AgEcon
Benirschka, Martin; Koo, Won W..
Tipo: Working or Discussion Paper Palavras-chave: Agricultural and Food Policy; Research Methods/ Statistical Methods.
Ano: 1995 URL: http://purl.umn.edu/23333
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Profile likelihood for estimation and confidence intervals AgEcon
Royston, Patrick.
Normal-based confidence intervals for a parameter of interest are inaccurate when the sampling distribution of the estimate is nonnormal. The technique known as profile likelihood can produce confidence intervals with better coverage. It may be used when the model includes only the variable of interest or several other variables in addition. Profile-likelihood confidence intervals are particularly useful in nonlinear models. The command pllf computes and plots the maximum likelihood estimate and profile likelihood–based confidence interval for one parameter in a wide variety of regression models.
Tipo: Article Palavras-chave: Pllf; Profile likelihood; Confidence interval; Nonnormality; Nonlinear model; Research Methods/ Statistical Methods.
Ano: 2007 URL: http://purl.umn.edu/119282
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EXPERT OPINION VERSUS TRANSACTION EVIDENCE: USING THE REILLY INDEX TO MEASURE OPEN SPACE PREMIUMS IN THE URBAN-RURAL FRINGE AgEcon
Cotteleer, Geerte; Stobbe, Tracy; van Kooten, G. Cornelis.
Due to economic and population growth farmland and to a lesser extend other undeveloped areas are under pressure in the urban-rural fringe in British Columbia, Canada. The objectives of this paper are to determine if residential property values near Victoria, BC include open-space premiums for farmland or parks or both, and to determine if using assessed values instead of market prices of the property result in the same findings. We estimate a SUR (Seemingly Unrelated Regression) model with two hedonic pricing equations, one with actual market values as the dependent variable and one with assessed property values, and compare the resulting estimates of shadow prices for open space amenities. Furthermore, we take account of spatial autocorrelation and...
Tipo: Conference Paper or Presentation Palavras-chave: Hedonic pricing models; Assessed property values; Value of open space; Geographical Information System; Reilly; GMM; Spatial dependence; Community/Rural/Urban Development; Land Economics/Use; Research Methods/ Statistical Methods.
Ano: 2008 URL: http://purl.umn.edu/6705
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The Impacts of Ethanol on the US Catfish Farm Sector AgEcon
Zheng, Hualu; Muhammad, Andrew; Herndon, Cary W., Jr..
In this study, we estimated catfish feed and farm price reduced form equations. Of particular importance was the impact of the recent increase in grain prices induced by ethanol production on feed cost and farm prices. This relationship was examined using an autoregressive distributed lag (ARDL) model. Results show that a 1% increase in corn prices caused a 0.134% and 0.263% increase in feed prices in the short- and long-run, respectively. Catfish farm prices increased by 0.106% (short-run) and 0.211% (long-run) given a 1% increase in feed prices. Between 2004 and 2008, corn prices increased from $2 to $6 per bushels. Taheripour and Tyner (2008) state that of the total increase, 25% was due to US ethanol subsidies and 75% was due to the increase in the...
Tipo: Conference Paper or Presentation Palavras-chave: Catfish; Price; Catfish feed; Ethanol; Autoregressive distributed lag model; ARDL; Demand and Price Analysis; Research Methods/ Statistical Methods.
Ano: 2008 URL: http://purl.umn.edu/46248
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Debugging Mathematical Programming Models: Principles and Practical Strategies AgEcon
Pannell, David J.; Kingwell, Ross S.; Schilizzi, Steven.
Bugs are an unavoidable aspect of mathematical programming (MP) modelling. In this paper we discuss the prevention and diagnosis of bugs in MP models. The topic is rarely addressed in the literature but is crucial to the success of modelling projects, especially for large models. We argue that finding a bug and understanding unexpected results (whether or not due to a bug) are very closely related activities. We identify different types of bugs and suggest practical strategies for dealing with each. Adopting procedures for prevention of bugs is essential, especially for large models. We outline the prevention strategies we have adopted and found successful for the MIDAS and MUDAS models.
Tipo: Journal Article Palavras-chave: Research Methods/ Statistical Methods.
Ano: 1996 URL: http://purl.umn.edu/12306
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HETEROSKEDASTICITY IN CROP YIELD MODELS AgEcon
Yang, Seung-Ryong; Koo, Won W.; Wilson, William W..
This study examines three alternative models of correcting for heteroskedasticity in wheat yield: the time trend variance, the GARCH, and an econometric model that includes the potential sources of heteroskedasticity. Nonnested test results suggest that modeling the sources of heteroskedasticity is the preferred procedure. Including potential sources of heteroskedasticity as explanatory variables removed the heteroskedasticity in the sample wheat yields. The results also suggest that the GARCH specification is a promising model of correcting for heteroskedasticity when the sources cannot be identified. The time trend variance model alone may misspecify the true variance structure.
Tipo: Journal Article Palavras-chave: Production Economics; Research Methods/ Statistical Methods.
Ano: 1992 URL: http://purl.umn.edu/30738
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OWNERSHIP STRUCTURE AND ENDOGENOUS QUALITY CHOICE AgEcon
Hoffmann, Ruben.
This paper examines how ownership structure affects quality choice and the subsequent equilibrium outcomes within a duopoly framework. Specifically, investor owned firms and cooperatives are analyzed in a closed market setting where these firms may coexist in the economy. The conditions under which ownership structure matters are identified. We conclude that ownership structure matters if the cost of quality at farm level is fixed or if there is a variable cost exhibiting non-constant returns to scale. Two farm level cost functions, a fixed cost function that is increasing and convex in quality, and a variable cost function that is increasing and convex in quantity are analyzed. The two processing firms play a two-stage game where each of the firms...
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2002 URL: http://purl.umn.edu/19869
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