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A STRUCTURAL-EQUATION GME ESTIMATOR AgEcon
Marsh, Thomas L.; Mittelhammer, Ronald C.; Cardell, N. Scott.
A generalized maximum entropy estimator is developed for the linear simultaneous equations systems model. We provide results on large and small sample properties of the estimator. Empirical results illustrate efficiency advantages of the generalized maximum entropy estimator proposed in this study over traditional estimators (e.g., 2SLS and 3SLS).
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 1998 URL: http://purl.umn.edu/20890
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ENTROPY-BASED ESTIMATION AND INFERENCE IN BINARY RESPONSE MODELS UNDER ENDOGENEITY AgEcon
Miller, Douglas J.; Mittelhammer, Ronald C.; Judge, George G..
This paper considers estimation and inference for the binary response model in the case where endogenous variables are included as arguments of the unknown link function. Semiparametric estimators are proposed that avoid the parametric assumptions underlying the likelihood approach as well as the loss of precision when using nonparametric estimation. Suggestions are made for how the utility maximization decision model can be altered to permit attributes to vary across alternatives.
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2004 URL: http://purl.umn.edu/20319
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An Information-Theoretic Approach to Modeling Binary Choices: Estimating Willingness to Pay for Recreation Site Attributes AgEcon
Henry-Osorio, Miguel; Mittelhammer, Ronald C..
Information-Theoretic Econometrics
Tipo: Presentation Palavras-chave: Minimum power divergence; Cressie-Read statistics; Contingent valuation; Empirical likelihood; Discrete choice; Binary response models; Environmental Economics and Policy; Research Methods/ Statistical Methods; C13; C14; C25; Q51.
Ano: 2012 URL: http://purl.umn.edu/123432
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Bayesian Analysis of a Japanese Meat Demand System: A Robust Likelihood Approach AgEcon
Heckelei, Thomas; Mittelhammer, Ronald C.; Wahl, Thomas I..
This paper presents an application of Bayesian analysis to an AIDS model of Japanese meat demand extending previous approaches in three ways: (1) The methodology employed is robust with respect to the likelihood function but retains the generic, easily programmable character of algorithms offered by Monte Carlo Integration approaches based on the normal likelihood function. (2) In addition to inequality constraints, linear exact restrictions and stochastic prior information are subjected to a Bayesian posterior analysis of validity and incorporated into Bayesian point estimates of model parameters and elasticities. (3) In order to assess the influence of the prior density on posterior distributions of model parameters relative to the likelihood, a measure...
Tipo: Working or Discussion Paper Palavras-chave: Demand and Price Analysis.
Ano: 1997 URL: http://purl.umn.edu/18783
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ADAPTIVE TRUNCATED ESTIMATON APPLIED TO MAXIMUM ENTROPY AgEcon
Marsh, Thomas L.; Mittelhammer, Ronald C..
An adaptive estimator is proposed to optimally estimate unknown truncation points of the error support space for the general linear model. The adaptive estimator is specified analytically to minimize a risk function based on the squared error loss measure. It is then empirically applied to a generalized maximum entropy estimator of the linear model using bootstrapping, allowing the information set of the model itself to determine the truncation points. Monte Carlo simulations are used to demonstrate performance of the adaptive entropy estimator relative to maximum entropy estimation coupled with alternative truncation rules and to ordinary least squares estimation. A food demand application is included to demonstrate practical implementation of the...
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2001 URL: http://purl.umn.edu/36169
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INVESTING IN FARM WORKER HOUSING: A MULTI-SEASON PEAK-LOAD ANALYSIS OF WASHINGTON STATE DATA AgEcon
Qenani-Petrela, Eivis; Wandschneider, Philip R.; Mittelhammer, Ronald C.; McCluskey, Jill J..
This paper develops cost effective investment rules for farm worker housing and applies the model to farm worker housing in the state of Washington. The state must meet varying seasonal farm worker housing needs at minimum expense. In this study we examine investment rules to choose among different housing technologies in order to minimize the total costs of housing consistent with achieving welfare goals. The research extends existing peak-load models to the multi-season planning cycle case and applies the approach empirically to a new subject area.
Tipo: Conference Paper or Presentation Palavras-chave: Labor and Human Capital.
Ano: 2002 URL: http://purl.umn.edu/36553
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MEASURING THE EFFECTS OF GENERIC PRICE AND NON-PRICE PROMOTIONAL ACTIVITIES: THE CASE OF WASHINGTON APPLES AgEcon
van Voorthuizen, Hilde; Schotzko, R. Thomas; Mittelhammer, Ronald C..
This paper develops a monthly domestic demand and supply equilibrium model for Washington apples that can be used to assess the effectiveness of price and non-price promotional activities. The econometric methodology employed takes into account market differences across the U.S. and is based on data pertaining to individual retail stores located throughout the U.S. The period of analysis is from September 1990 through August 2000 on a regional basis. A unique feature of the model is its explicit allowance for multiplier effects to exist between the level of print media (newspaper ad and flyers) expenditures provided by the Washington State Apple Commission (WAC) in support of apple demand and supplementary funds provided by retailers in support of apple...
Tipo: Conference Paper or Presentation Palavras-chave: Price and non price promotion; Trade and non trade activities; Marketing.
Ano: 2002 URL: http://purl.umn.edu/19637
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Measuring the Impact of Globalization on the Well-being of the Poor: Methodology and an Application to Africa AgEcon
Rahman, Tauhidur; Mittelhammer, Ronald C..
Whereas a large number of empirical studies have been devoted to analyzing the relationship between measures of income and globalization (defined by openness to international trade), much less attention has been paid to the analysis of well-being for the various subgroups of population and their causal associations with globalization. To address this gap in the literature, this paper first analyzes the quality of life (QOL) of 'poor' and 'non-poor' population segments of 40 African countries over a period of 1980-2000, and then examines their causal association with openness to trade. In order to understand the impact of openness to trade on the well-being of poor, we assume the causal chain Openness„_ Income„_ Poverty„_ Well-being of poor and empirically...
Tipo: Conference Paper or Presentation Palavras-chave: International Relations/Trade.
Ano: 2006 URL: http://purl.umn.edu/21100
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Bayesian Bootstrap Analysis of Systems of Equations AgEcon
Heckelei, Thomas; Mittelhammer, Ronald C..
Tipo: Working or Discussion Paper Palavras-chave: Research Methods/ Statistical Methods.
Ano: 1996 URL: http://purl.umn.edu/18786
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Food Processing Degrees: Evidence from Beijing Household Survey AgEcon
Wang, Hainan; Mittelhammer, Ronald C.; McCluskey, Jill J.; Bai, Junfei.
Tipo: Conference Paper or Presentation Palavras-chave: Food Consumption/Nutrition/Food Safety; Teaching/Communication/Extension/Profession.
Ano: 2011 URL: http://purl.umn.edu/103963
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MODELING NONNEGATIVITY VIA TRUNCATED LOGISTIC AND NORMAL DISTRIBUTIONS: AN APPLICATION TO RANCH LAND PRICE ANALYSIS AgEcon
Xu, Feng; Mittelhammer, Ronald C.; Torell, L. Allen.
This study presents an empirical method of modeling the nonnegativity of dependent variables using truncated logistic and normal disturbance distributions. The method is applied in estimating a ranch land hedonic price function. Results show that the degree of truncation is significant.
Tipo: Journal Article Palavras-chave: Land Economics/Use.
Ano: 1994 URL: http://purl.umn.edu/31238
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Identifying submarket in the wine industry: a multivariate approach to hedonic regression AgEcon
Costanigro, Marco; McCluskey, Jill J.; Mittelhammer, Ronald C..
Tipo: Conference Paper or Presentation Palavras-chave: Agribusiness.
Ano: 2006 URL: http://purl.umn.edu/21370
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A Bargaining Model of Price Discovery in the Washington/Oregon Asparagus Industry AgEcon
Folwell, Raymond J.; Mittelhammer, Ronald C.; Wang, Changru.
Tipo: Conference Paper or Presentation Palavras-chave: Crop Production/Industries; Demand and Price Analysis.
Ano: 1997 URL: http://purl.umn.edu/35950
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Permanent Housing for Seasonal Workers? A Generalized Peak Load Investment Model for Farm Worker Housing AgEcon
Qenani-Petrela, Eivis; Mittelhammer, Ronald C.; Wandschneider, Philip R..
Many seasonal workers are housed in transitory accommodations, including tents and vehicles. In this study, we analyze the supply side of this problem by assuming that a public agent must house the workers through direct public investment. A peak load model is adapted to develop investment rules for the least-cost provision of seasonal worker housing, adding an interacting multi-season component to existing models. Based on this model and the data from three prototype projects, the majority of the least-cost investment would be in permanent, but seasonally occupied, housing.
Tipo: Journal Article Palavras-chave: Farmworker housing; Investment rules; Peak load model; Public housing; Seasonal labor; Farm Management; Labor and Human Capital; Public Economics; R31; H75; J43; G31.
Ano: 2008 URL: http://purl.umn.edu/45515
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IMPOSING MONOTONICITY AND CURVATURE ON FLEXIBLE FUNCTIONAL FORMS AgEcon
Wolff, Hendrik; Heckelei, Thomas; Mittelhammer, Ronald C..
Replaced with revised version of paper 05/29/04.
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2004 URL: http://purl.umn.edu/20256
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EMPIRICAL LIKELIHOOD ESTIMATORS OF THE LINEAR SIMULTANEOUS EQUATIONS MODEL AgEcon
Marsh, Thomas L.; Mittelhammer, Ronald C.; Judge, George G..
Information theoretic estimators are specified for a system of linear simultaneous equations, including maximum empirical likelihood, maximum empirical exponential likelihood, and maximum log Euclidean likelihood. Monte Carlo experiments are used to compare finite sample performance of these estimators to traditional generalized method of moments.
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2001 URL: http://purl.umn.edu/20752
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MEASURING THE IMPACT OF ADVERTISING AND PROMOTION: SINGLE-OR MULTI-EQUATION SYSTEMS? A CASE STUDY OF THE WASHINGTON APPLE INDUSTRY AgEcon
van Voorthuizen, Hilde; Schotzko, R. Thomas; Mittelhammer, Ronald C..
This paper reports the results of a case study analyzing the impacts of promotion and advertising conducted by the Washington Apple Commission (WAC) using both single- and multi-equation systems. The analyses are compared in terms of the comparability and coherency of results and in terms of the types of information that can be generated by the multi-equation model but not by the single-equation model. Due to the availability of detailed data from the WAC, the multi-equation system incorporates measures of actual lines of print media within an explicit model of print media as well as a measure of the multiplier effect associated with WAC promotion expenditures relative to the overall (retail-matched) level of print media. This information cannot be...
Tipo: Journal Article Palavras-chave: Marketing.
Ano: 2003 URL: http://purl.umn.edu/27943
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SIMULTANEOUS EQUATIONS BAYESIAN BOOTSTRAP AgEcon
Heckelei, Thomas; Mittelhammer, Ronald C..
This paper introduces a semi-parametric bootstrapping approach to Bayesian analysis of structural parameters in simultaneous equation systems that extends the single and multivariate regression approaches of Heckelei and Mittelhammer (1996, 2002) to models with endogenous regressors. Monte Carlo evidence demonstrated the considerable accuracy of the procedure in approximating posterior distributions, even for small sample sizes.
Tipo: Conference Paper or Presentation Palavras-chave: Research Methods/ Statistical Methods.
Ano: 2002 URL: http://purl.umn.edu/19873
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A QUAIDS MODEL OF JAPANESE MEAT DEMAND AgEcon
Xi, Jing; Mittelhammer, Ronald C.; Heckelei, Thomas.
This paper makes a contribution to the application of nonlinear simultaneous equations estimation and nonparametric Bootstrapping techniques. The nonlinear demand model estimation work in this paper is in the context of the newly developed Quadratic Almost Ideal Demand System (QUAIDS) model, and provides substantive results in terms of both model estimation technique and empirical economic findings. For the first time, bootstrapping is used in this highly nonlinear modeling environment to estimate variability in demand model parameter estimates and associated demand elasticities. The application relates to Japanese consumer behavior relative to Wagyu Beef, Imported Beef, Pork, Chicken, and Fish demand, and the empirical results are highly relevant to U.S....
Tipo: Conference Paper or Presentation Palavras-chave: Demand and Price Analysis.
Ano: 2004 URL: http://purl.umn.edu/20120
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A SENSITIVITY ANALYSIS OF QUALITY OF LIFE INDICES ACROSS COUNTRIES AgEcon
Rahman, Tauhidur; Mittelhammer, Ronald C.; Wandschneider, Philip R..
This paper attempts to provide a comprehensive analysis of interrelationships among the determinants of the Quality of Life (QOL). We show that various measures of well-being are highly sensitive to domains of QOL that are considered in the construction of comparative indices, and how measurable inputs into the well-being indicators are aggregated and weighted to arrive at composite measures of QOL. We present a picture of conditions among the 43 countries of the world with respect to such interrelated domains of QOL as the relationship with family and friends, emotional well-being, health, work and productivity, material well-being, feeling part of one's community, personal safety, and the quality of environment. On the basis of Borda Rule and the...
Tipo: Conference Paper or Presentation Palavras-chave: Quality of life; Domains; Borda rule; Principal components; And rankings; Institutional and Behavioral Economics; I31; D60; D63.
Ano: 2003 URL: http://purl.umn.edu/22045
Registros recuperados: 53
Primeira ... 123 ... Última
 

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