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1.
Daniela Scidá 《Journal of Applied Econometrics》2023,38(1):49-68
In this paper, I interpret a time series spatial model (T-SAR) as a constrained structural vector autoregressive (SVAR) model. Based on these restrictions, I propose a minimum distance approach to estimate the (row-standardized) network matrix and the overall network influence parameter of the T-SAR from the SVAR estimates. I also develop a Wald-type test to assess the distance between these two models. To implement the methodology, I discuss machine learning methods as one possible identification strategy of SVAR models. Finally, I illustrate the methodology through an application to volatility spillovers across major stock markets using daily realized volatility data for 2004–2018. 相似文献
2.
Tamás Rudas 《Metrika》1999,50(2):163-172
A measure of the fit of a statistical model can be obtained by estimating the relative size of the largest fraction of the population where a distribution belonging to the model may be valid. This is the mixture index of fit that was suggested for models for contingency tables by Rudas, Clogg, Lindsay (1994) and it is extended here for models involving continuous observations. In particular, the approach is applied to regression models with normal and uniform error structures. Best fit, as measured by the mixture index of fit, is obtained with minimax estimation of the regression parameters. Therefore, whenever minimax estimation is used for these problems, the mixture index of fit provides a natural approach for measuring model fit and for variable selection. Received: September 1997 相似文献
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4.
《Spatial Economic Analysis》2013,8(1):25-51
Abstract This paper employs spatial econometrics techniques to estimate the impact of bankruptcy regulation on small firm formation. The estimation of the model is computationally challenging due to the joint appearance of a lagged endogenous variable and the unobserved heterogeneity which requires modelling of initial conditions as described in Heckman (1981). We test for the joint significance of the state dummy variables in a way that can be viewed as an interesting alternative to the Hausman procedure. This was important for our analysis since, as sometimes happens in finite samples, the estimated variance–covariance matrix was not positive semi-definite. We found that the predicted probability of starting a business is 25% higher in states with higher bankruptcy exemptions than their neighbours relative to states with lower exemptions than their neighbours. Un modèle spatial de l'impact des lois sur la faillite sur la création d'entreprises Résumé La présente communication emploie des techniques d’économétrie spatiale pour évaluer l'impact de la réglementation en matière de faillite sur la constitution de petites entreprises. L'estimation du modèle pose des difficultés sur le plan computationnel en raison de l'apparition conjointe d'une variable endogène décalée et de l'hétérogénéité non observée, qui rend nécessaire la modélisation de conditions initiales, de la façon décrite par Heckman (1981). Nous testons la signification conjointe des variables indicatrices de l’état d'une façon qui peut être considérée comme une alternative intéressante à la procédure de Hausman. Ceci était important pour notre analyse, car, comme nous le relevons parfois dans des échantillons finis, la matrice variance–covariance estimée n’était pas semi-définie positive. Nous en concluons que la probabilité prévisible du lancement d'une affaire est plus élevée de l'ordre de 25% dans les états qui appliquent des exemptions pour les faillites supérieures à celles des pays avoisinants, par rapport aux états qui appliquent des exemptions inférieures à celles de leurs voisins. Un modelo espacial del impacto de la ley de bancarrotas sobre las iniciativas empresariales Résumén Este artículo emplea técnicas de econometría espacial para estimar el impacto de las normativas de bancarrotas sobre la formación de empresas pequeñas. La valoración del modelo es computacionalmente desafiante, debido a la aparición conjunta de una variable endógena rezagada y heterogeneidad inadvertida que requieren la modelación de las condiciones iniciales, como se describe en Heckman (1981). Ensayamos la significancia conjunta de las variables de prueba estatales de una forma que puede percibirse como una alternativa interesante al procedimiento Hausman. Esto fue importante para nuestro análisis, ya que, como ocurre a veces con muestras finitas, la matriz estimada de varianza–covarianza no fue semidefinitiva positiva. Descubrimos que la probabilidad predicha de iniciar un negocio es un 25% mayor en los estados con mayores exenciones de bancarrota que sus vecinos, en relación con estados con menos exenciones que sus vecinos. 相似文献
5.
Václav Kůs 《Metrika》2004,60(1):1-14
We introduce an approximate minimum Kolmogorov distance density estimate of a probability density f0 on the real line and study its rate of consistency for n. We define a degree of variations of a nonparametric family of densities containing the unknown f0. If this degree is finite then the approximate minimum Kolmogorov distance estimate is consistent of the order of n–1/2 in the L1-norm and also in the expected L1-norm. Comparisons with two other criteria leading to the same order of consistency are given.Received June 2002 相似文献
6.
Pablo del Río Cristina Peñasco Desiderio Romero‐Jordán 《Business Strategy and the Environment》2015,24(6):361-385
This paper analyzes the main determinants influencing environmental innovators (i.e. firms developing or adopting environmental innovations) in Spain with respect to non‐environmental innovators. Similarly to other contributions in the literature, our results show that Spanish environmental innovators respond to regulatory stimulus in the form of demand‐pull and technology‐push instruments. They have a high internal technological capability and combine internal and external information sources, mostly in cooperation with knowledge institutions. Environmental innovators are more concentrated in mature, traditionally highly polluting sectors, but new firms are not more environmentally innovative than incumbents. Most importantly, in contrast to other environmental innovation studies, mostly carried out in a German context, we have not found evidence of a market pull from either the domestic or international markets. Furthermore, cost savings are not found to be a distinctive driver for environmental innovators. These differential results are possibly related to the special features of Spain regarding its national innovation system and the degree of stringency of environmental regulation and environmental consciousness of its consumers. Copyright © 2013 John Wiley & Sons, Ltd and ERP Environment. 相似文献
7.
Myoung-jae Lee 《Statistica Neerlandica》2008,62(2):230-238
In this paper, we review the modern method-of-moment-based approaches to identification and estimation of linear simultaneous equation systems. First, we present the rank condition for the structural form (SF) parameter identification. The rank condition comes naturally and is much easier to understand than that in the conventional reduced-form-based indirect approach. Then, we show how to estimate all SF parameters jointly (in a single step) with method-of-moment estimators. As it turns out, using only unconditional moments, but not any conditional moments, greatly simplifies the identification and estimation issues, and makes light work of conveying the essential ideas involved. 相似文献
8.
Ursula U. Müller 《Metrika》2007,66(1):39-59
The behavior of estimators for misspecified parametric models has been well studied. We consider estimators for misspecified
nonlinear regression models, with error and covariates possibly dependent. These models are described by specifying a parametric
model for the conditional expectation of the response given the covariates. This is a parametric family of conditional constraints,
which makes the model itself close to nonparametric. We study the behavior of weighted least squares estimators both when
the regression function is correctly specified, and when it is misspecified and also involves possible additional covariates. 相似文献
9.
作为城市群区域间的连接纽带,城际铁路是社会经济快速发展的基础。研究城际铁路客运需求的影响机理,对于掌握城际铁路客运量分布特征和变化规律具有十分重要的现实意义。通过分析城际铁路客运需求的相关影响因素及相互作用关系,建立基于贝叶斯参数估计的结构方程模型。以长三角与珠三角地区城市群为案例,分析交通运输设施、运输成本以及经济状况等潜在变量对城际铁路客运需求的影响。结果显示,在直接影响层面,经济状况对两地区城际铁路客运需求影响最为显著,而在综合影响层面,交通运输设施对城际铁路客运需求的影响最为显著。 相似文献
10.
《Economic Systems》2020,44(2):100786
In this paper, we estimate the effect of “cultural distance” on bilateral trade in services. The measure of cultural distance we use is based on scores that reflect country averages of individuals’ attitudes towards inequality, self-orientation, competition, uncertainty, traditions, and indulgence. Controlling for standard ingredients of gravity equations, we show that an aggregate measure of cultural distance has a significantly negative effect on total bilateral services trade. Once we take a more disaggregate view, we find that the strength of this effect differs across various types of services and various aspects of cultural distance. 相似文献
11.
We detail a method of simulating data from long range dependent processes with variance-gamma or t distributed increments, test various estimation procedures [method of moments (MOM), product-density maximum likelihood (PMLE), non-standard minimum χ2 and empirical characteristic function estimation] on the data, and assess the performance of each. The investigation is motivated by the apparent poor performance of the MOM technique using real data ( Tjetjep & Seneta, 2006 ); and the need to assess the performance of PMLE for our dependent data models. In the simulations considered the product-density method performs favourably. 相似文献
12.
《International Journal of Forecasting》2019,35(3):980-993
We use a large household survey that is being conducted by the Reserve Bank of India since 2005 to estimate the dynamics of aggregate inflation expectations over a volatile inflation regime. A simple average of the quantitative responses produces biased estimates of the official inflation data. We therefore estimate expectations by quantifying the reported directional responses. We perform quantification by using the hierarchical ordered probit model, in addition to the balance statistic. We find that the quantified expectations from qualitative forecasts track the actual inflation rate better than the averages of the quantitative forecasts, highlighting the filtering role of qualitative tendency surveys. We also report estimates of the disagreement among households. The proposed approach is particularly suitable in emerging economies, where inflation tends to be high and volatile. 相似文献
13.
二次函数是中学数学的重要内容之一,和它相关的内容,如:二次方程、二次不等式、二次三项式及二次函数的图像,构成了一个体系,称之为"二次式系列";本文主要在以下三个方面对这些题目的解法进行探讨:(一)求参数的范围;(二)根的存在情况的判别;(三)求最大、最小值;通过以上的讨论,以期提高中学生对此类题目的解题方法和解题技巧。 相似文献
14.
In this study, three different estimators for estimating the proportion of a sensitive attribute in survey sampling are compared at equal protection of the respondents. The three estimators considered are due to Odumade and Singh (2009, Comm. Statist. Theory Methods) , Singh and Sedory (2011, Sociological Methods and Research) and a new estimator obtained by minimizing a chi‐squared distance. A SAS Macro is developed to compare these three estimators using a simulation study at equal protection of the respondents. A set of data from a real face‐to‐face interview was collected using two decks of cards and has been analyzed. The results are discussed. 相似文献
15.
J. Engel 《Statistica Neerlandica》1983,37(2):59-68
Abstract When observations from a normal distribution can only be obtained indirectly by counting the number of subjects responding to a previously chosen dose, parameter estimates can be obtained by using probit analysis. Well-known is the maximum likelihood technique of parameter estimation, less known is the approach by weighted least squares. The latter approach is followed to compare the parameters of several normal distributions by testing their equality, in analogy with the analysis of variance. A practical situation gave rise to this study and it is worked out at the end of the paper. 相似文献
16.
Several empirical studies have documented that the signs of excess stock returns are, to some extent, predictable. In this paper, we consider the predictive ability of the binary dependent dynamic probit model in predicting the direction of monthly excess stock returns. The recession forecast obtained from the model for a binary recession indicator appears to be the most useful predictive variable, and once it is employed, the sign of the excess return is predictable in-sample. The new dynamic “error correction” probit model proposed in the paper yields better out-of-sample sign forecasts, with the resulting average trading returns being higher than those of either the buy-and-hold strategy or trading rules based on ARMAX models. 相似文献
17.
通过建立联立方程模型,对货物周转量与国内生产总值之间的关系进行定量研究,用Eviews3.1软件对模型采用二阶段最小二乘法(2SLS)进行参数估计,并进行统计意义检验和历史模拟及事后预测,得出模型符合经济意义,可用于货物周转量的预测。 相似文献
18.
We consider Grenander‐type estimators for a monotone function , obtained as the slope of a concave (convex) estimate of the primitive of λ. Our main result is a central limit theorem for the Hellinger loss, which applies to estimation of a probability density, a regression function or a failure rate. In the case of density estimation, the limiting variance of the Hellinger loss turns out to be independent of λ. 相似文献
19.
This study empirically investigated the relationship between board gender diversity and firm's green innovation, using panel data of public companies of China's manufacturing. Green product innovation was assessed by “green” patents and green process innovation assessed by environmental management certification. The endogeneity problem that resulted from self‐selection of gender diversity was addressed by means of extended probit regressions with an instrumental variable, and the instrumental variable was elaborately constructed based on changes in directorships. The findings show that occurrence of green innovation at the firm‐level is systematically related to female board representation. Specifically, women can exert a sizable and positive effect on green innovation, once they enjoy at least two seats on the boards; a further increase in representation of women on the boards can increase the likelihood of green product innovation rather than the likelihood of green process innovation. These results were robust to various regression specifications and alternative samples. The study provides empirical evidence that women at the top management can play a positive role in developing firm's active environmental strategies, and the conclusions are of practical implications for improving corporate governance along the environmental dimension. 相似文献
20.
Mahdi Doostparast 《Metrika》2009,69(1):69-80
In data-processing standpoint, an efficient algorithm for identifying the minimum value among a set of measurements are record
statistics. From a sequence of n independent identically distributed continuous random variables only about log(n) records are expected, so we expect to have little data, hence any prior information is welcome (Houchens, Record value theory
and inference, Ph.D. thesis, University of California, Riverside, 1984). In this paper, non-Bayesian and Bayesian estimates
are derived for the two parameters of the Exponential distribution based on record statistics with respect to the squared
error and Linear-Exponential loss functions and then compared with together. The admissibility of some estimators is discussed. 相似文献