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Semi-Nonparametric Maximum Likelihood Estimation
半非参数最大似然估计
Often maximum likelihood is the method of choice for fitting an econometric model to data but cannot be used because the correct specific ation of (multivariate) density that defines the likelihood is unknown. In this situation, simply put the density equal to a Hermite series and apply standard finite dimensional maximum likelihood methods. Model parameters and nearly all aspects of the unknown density itself will be estimated consistently provided that the length of the…
Semiparametric Analysis of Random Effects Linear Models from Binary Panel Data
基于二元面板数据的随机效应线性模型半参数分析
Andersen_(1970) considered the problem of inference on random effects linear models from binary response panel data, and showed that inference is possible if the disturbances for each panel member are known to be white noise with the logistic distribution. The present paper shows that inference remains possible if the disturbances are known only to be time-stationary. A conditional version of the maximum score estimator consistently estimates the parameters up to scale.…
A Discrete Choice Model for Ordered Alternatives
有序备选项的离散选择模型
A generalization of the multinomial logit (MNL) model is developed for cases where discrete alternatives are ordered, by allowing stochastic correlation among alternatives in close proximity. The model belongs to the Generalized Extreme Value class and is therefore consistent with random utility maximization. An extension can handle cases where observations have been selected from a truncated choice set. A two-stage procedure using MNL computer software provides a…
Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model
期限结构中时变风险溢价的估计:ARCH-M 模型
The expectati on of the excess holding yield on a long bond is postulated to depend upon its conditional variance. Engle's ARCH model is extended to allow the conditional variance to be a determinant of the mean and is called ARCH-M. Estimation and infer ence procedures are proposed, and the model is applied to three interest rate data sets. In most cases the ARCH process and the time varying risk premium are highly significant. A collection of LM diagnostic tests reveals…
Time Series Regression with a Unit Root
含单位根的时间序列回归
This paper studies the random walk in a general time series setting that allows for weakly dependent and heterogeneously distributed innovations. It is shown that simple least squares regression consistently estimates a unit root under very general conditions in spite of the presence of autocorrelated errors. The limiting distribution of the standardized estimator and the associated regression t statistic are found using functional central limit theory. New tests of the…
Co-Integration and Error Correction: Representation, Estimation, and Testing
协整与误差修正:表示、估计与检验
The relationship between co-integration and error correction models, first suggested in Granger (1981), is here extended and used to develop estimation procedures, tests, and empirical examples. If each element of a vector of time series x first achieves stationarity after differencing, but a linear combination a'x is already stationary, the time series x are said to be co-integrated with co-integrating vector a. There may be several such co-integrating vectors so that a…
Macroeconomic Planning and Disequilibrium: Estimates for Poland, 1955-1980
宏观经济计划与非均衡:波兰1955—1980年的估计
This paper specifies and estimates a four-equation disequilibrium model of the consumption goods market in a centrally planned economy (CPE).The data are from Poland for the period 1955-1980, but the analysis is more general and will be applied to other CPEs as soon as the appropriate data sets are complete.This work is based on previous papers of Portes and Winter (P-W) and Charemza and Quandt (C-Q).P-W applied to each of four CPEs a discrete-switching disequilibrium model…
Posterior Implementability in a Two-Person Decision Problem
两人决策问题中的后验可实施性
When a decision rule is implemented using a Bayesian incentive compatible mechanism in which the messages are publically obser vable, the players' information is augmented by their observation of each others' strategies. In this paper the authors study the set of Bayesian implementable decision rules which have the further property that the information c onveyed in the process of thier implementation does not invalidate the optimality of the players' strategies. Such rules…
Flexible Functional Forms and Global Curvature Conditions
灵活函数形式与全局曲率条件
Empirically estimated flexible functional forms frequently fail to satisfy the appropriate theoretical curvature conditions. Lau and Gallant and Golub have worked out methods for imposing the appropriate curvature conditions locally, but those local techniques frequently fail to yield satisfactory results. We develop two methods for imposing curvature conditions globally in the context of cost function estimation. The first method adopts Lau's technique to a generalization…
Control Variates to Estimate the Reduced Form Variance in Econometric Models
Symmetrically Trimmed Least Squares Estimation for Tobit Models
Tobit 模型的对称修剪最小二乘估计
This papjer proposes alternatives to maximum likelihood estimation of the censored and truncated regression models (known to economists as "Tobit" models) .The proposed estimators are based on symmetric censoring or truncation of the upper tail of the distribution of the dependent variable.Unlike methods based on the assumption of identically distributed Gaussian errors/ the estimators are consistent and asymptotically normal for a wide class of error distributions and for…
Consistent Estimation of Scaled Coefficients
Mobility Indices in Continuous Time Markov Chains
Reporting Errors and Labor Market Dynamics
An Extension to the Implementability of Reduced Form Auctions
Wald Criteria for Jointly Testing Equality and Inequality Restrictions
联合检验等式与不等式约束的 Wald 准则
On montre comment le test de Wald s'applique a des ensembles de restrictions d'egalite et d'inegalite et on presente la distribution, pour de grands echantillons, du test sous l'hypothese nulle
Stability Comparison of Estimators
估计量的稳定性比较
THIS PAPER INVESTIGATES a property of estimators called stability. The stability exponent of an estimator is a measure of the magnitude of the effect of any single observation in the sample on the realized value of the estimator. A number of reasons related to robustness suggest that often it is desirable for an estimator to be relatively insensitive to any particular observation in the sample, i.e., to have high stability. In addition, it is useful for diagnostic purposes…
Rational Expectations Equilibria, Learning, and Model Specification
Instrumental-Variable Estimation of an Error-Components Model
误差成分模型的工具变量估计
On propose des estimateurs efficaces en considerant des hypotheses alternatives sur les sources d'endogeneite et les proprietes de variance-covariance des perturbations
Learning Procedures and Convergence to Rationality
The Measurement and Decomposition of Multi-Dimensional Inequality
The Exact Distribution of the Wald Statistic
Wald 统计量的精确分布
On donne la distribution d'echantillon finie exacte de la statistique de Wald pour tester des restrictions lineaires generales sur les coefficients dans le modele lineaire multivariable
Confidence Regions for Multipliers in Linear Dynamic Models
线性动态模型中乘数的置信域
On donne des regions de confiance pour des multiplicateurs qui reconnaissent la variabilite d'echantillonnage des chocs estimes