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31.
Many of the key macro-economic and financial variables in developed economies are characterized by permanent volatility shifts. It is known that conventional unit root tests are potentially unreliable in the presence of such behaviour, depending on a particular function (the variance profile) of the underlying volatility process. Somewhat surprisingly then, very little work has been undertaken to develop unit root tests which are robust to the presence of permanent volatility shifts. In this paper we fill this gap in the literature by proposing tests which are valid in the presence of a quite general class of permanent variance changes which includes single and multiple (abrupt and smooth-transition) volatility change processes as special cases. Our solution uses numerical methods to simulate the asymptotic null distribution of the statistics based on a consistent estimate of the variance profile which we also develop. The practitioner is not required to specify a parametric model for volatility. An empirical illustration using producer price inflation series from the Stock–Watson database is reported. 相似文献
32.
LetX
1,…,X
m
andY
1,…,Y
n
be two independent samples from continuous distributionsF andG respectively. Using a Hoeffding (1951) type theorem, we obtain the distributions of the vector S=(S
(1),…,S
(n)), whereS
(j)=# (X
i
’s≤Y
(j)) andY
(j) is thej-th order statistic ofY sample, under three truncation models: (a)G is a left truncation ofF orG is a right truncation ofF, (b)F is a right truncation ofH andG is a left truncation ofH, whereH is some continuous distribution function, (c)G is a two tail truncation ofF. Exploiting the relation between S and the vectorR of the ranks of the order statistics of theY-sample in the pooled sample, we can obtain exact distributions of many rank tests. We use these to compare powers of the
Hajek test (Hajek 1967), the Sidak Vondracek test (1957) and the Mann-Whitney-Wilcoxon test.
We derive some order relations between the values of the probagility-functions under each model. Hence find that the tests
based onS
(1) andS
(n) are the UMP rank tests for the alternative (a). We also find LMP rank tests under the alternatives (b) and (c). 相似文献
33.
Gauss M. Cordeiro Denise A. Botter Lúcia P. Barroso Silvia L. P. Ferrari 《Statistica Neerlandica》2003,57(4):391-409
We develop three corrected score tests for generalized linear models with dispersion covariates, thus generalizing the results of Cordeiro , Ferrari and Paula (1993) and Cribari-Neto and Ferrari (1995) . We present, in matrix notation, general formulae for the coefficients which define the corrected statistics. The formulae only require simple operations on matrices and can be used to obtain analytically closed-form corrections for score test statistics in a variety of special generalized linear models with dispersion covariates. They also have advantages for numerical purposes since our formulae are readily computable using a language supporting numerical linear algebra. Two examples, namely, iid sampling without covariates on the mean or dispersion parameter oand one-way classification models, are given. We also present some simulations where the three corrected tests perform better than the usual score test, the likelihood ratio test and its Bartlett corrected version. Finally, we present a numerical example for a data set discussed by Simonoff and Tsai (1994) . 相似文献
34.
35.
Panel unit root tests under cross-sectional dependence 总被引:5,自引:0,他引:5
In this paper alternative approaches for testing the unit root hypothesis in panel data are considered. First, a robust version of the Dickey-Fuller t -statistic under contemporaneous correlated errors is suggested. Second, the GLS t -statistic is considered, which is based on the t -statistic of the transformed model. The asymptotic power of both tests is compared against a sequence of local alternatives. To adjust for short-run serial correlation of the errors, we propose a pre-whitening procedure that yields a test statistic with a standard normal limiting distribution as N and T tends to infinity. The test procedure is further generalized to accommodate individual specific intercepts or linear time trends. From our Monte Carlo simulations it turns out that the robust OLS t -statistic performs well with respect to size and power, whereas the GLS t -statistic may suffer from severe size distortions in small and moderate sample sizes. The tests are applied to test for a unit root in real exchange rates. 相似文献
36.
农村人力资本投资及外溢与城乡差距实证研究 总被引:6,自引:0,他引:6
文章以人力资本溢出效应城乡两区域模型为基础,采用协整检验和误差修正模型,对中国农村人力资本投资及外溢与城乡差距的关系进行实证检验。结果表明,缩小中国城乡差距,必须加大对农村的人力资本投资。同时,要加强政府对农村的基础设施投资,为农村人力资本作用的充分发挥创造条件。 相似文献
37.
This study investigates price relationships between organic and conventional carrots, tomatoes, and lettuce in the U.S. utilizing Nielsen scanner data from 2006–2015. We employ a threshold vector error correction model (TVECM), threshold vector autoregressive model (TVAR), and threshold cointegration test to test whether market integration exists between organic and conventional vegetables as well as the existence of asymmetric price transmission. The results find positive long-run relationships between organic and conventional prices of carrots and tomatoes and show the existence of asymmetric price transmission in price pairs of lettuce and tomatoes. Our findings suggest that the price relationship between organic and conventional vegetables varies by characteristics, such as shelf life, volatility in the price premium, and substitutability. 相似文献
38.
对改革开放以来地区经济发展水平的差异以及建国以来全国及各省区的城市化的发展进程进行了描述,利用格兰杰因果关系检验,研究我国不同经济发展阶段中城市化水平与经济增长的因果关系, 并采用国际上流行的Panel data方法从多个角度对城市化与地区经济增长的关系进行了分析研究。结论是:城市化水平的提高对于落后地区经济增长的促进作用要高于经济发达地区。 相似文献
39.
揭示"制度与增长关系之谜"的一个研究视角——基于中国经济转型与经济增长关系的实证研究(1978-2004) 总被引:8,自引:0,他引:8
本文通过对中国经济转型与经济增长之间的实证研究,发现经济增长是直接推动经济体制转型深化的内在动力,而经济转型虽然对经济增长有长期的影响作用,但这种作用却不是决定性的.在制度与增长二者关系中,制度虽然是影响增长的长期重要因素,但这种影响却不是决定性的;而恰恰相反,增长对制度的影响却是决定性的.这说明制度创新在增长的大背景中更易达到,而中国改革成功的经验也充分证明了这一点. 相似文献
40.
产业集群中大量企业集中在相对较小区域内,这种高密度企业集中会对企业社会网络产生多方面影响。不同类型产业集群在发展过程中呈现许多差异特征,因此企业社会网络特征也非常不同。本研究针对价值链型产业集群与创新型产业集群这两个典型类型产业集群,探讨两种产业集群中企业社会网络特征的差异,并通过实证统计分析来检验不同产业集群类型下企业社会网络特征是否存在显著差异。本研究先通过独立样本T检验证明本研究所取样的两个产业集群分别属于不同类型的产业集群,然后再对不同类型产业集群中企业社会网络四个维度进行独立样本T检验,最终证明不同产业集群类型下企业社会网络特征存在显著差异。 相似文献