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71.
72.
The Bayes estimators of the Gini index, the mean income and the proportion of the population living below a prescribed income
level are obtained in this paper on the basis of censored income data from a pareto income distribution. The said estimators
are obtained under the assumptions of a two-parameter exponential prior distribution and the usual squared error loss function.
This work is also extended to the case when the income data are grouped and the exact incomes for the individuals in the population
are not available. The method for the assessment of the hyperparameters is also outlined. Finally, the results are generalized
for the doubly truncated gamma prior distribution.
Now deceased. 相似文献
73.
We propose a parametric test for bimodality based on the likelihood principle by using two-component mixtures. The test uses
explicit characterizations of the modal structure of such mixtures in terms of their parameters. Examples include the univariate
and multivariate normal distributions and the von Mises distribution. We present the asymptotic distribution of the proposed
test and analyze its finite sample performance in a simulation study. To illustrate our method, we use mixtures to investigate
the modal structure of the cross-sectional distribution of per capita log GDP across EU regions from 1977 to 1993. Although
these mixtures clearly have two components over the whole time period, the resulting distributions evolve from bimodality
toward unimodality at the end of the 1970s. 相似文献
74.
刘湘云 《武汉大学学报:哲学社会科学版》2007,60(6):869-873
本文以我国国债市场为例,利用4种期限类型(7年期、8年期、10年期和20年期)的国债收益率样本数据对CIR模型进行实证分析得出,CIR模型较适宜于中国当前的金融市场实际;在实证研究中,考虑广义矩方法(GMM)可能存在某些问题,如效率不高。并且使用Nowman(1997)提出的最大似然估计法(MLE)对上述利率动态模型进行估计。在此基础上,构建了基于利率期限结构的久期模型并进行经验计算。 相似文献
75.
The standard deviation of the average run length (SDARL) is an important performance metric in studying the performance of control charts with estimated in-control parameters. Only a few studies in the literature, however, have considered this measure when evaluating control chart performance. The current study aims at comparing the in-control performance of three phase II simple linear profile monitoring approaches; namely, those of Kang and Albin (2000), Kim et al. (2003), and Mahmoud et al. (2010). The comparison is performed under the assumption of estimated parameters using the SDARL metric. In general, the simulation results of the current study show that the method of Kim et al. (2003) has better overall statistical performance than the competing methods in terms of SDARL values. Some of the recommended approaches based solely on the usual average run length properties can have poor SDARL performance. 相似文献
76.
Guillermo Martínez-Flórez Barry C. Arnold Heleno Bolfarine Héctor W. Gómez 《Journal of statistical planning and inference》2013
The main object of this paper is to propose a multivariate extension to the alpha-power model which is an alternative to the multivariate skew-normal model (Arellano-Valle and Azzalini, 2008). It also extends the power-normal model discussed in Gupta and Gupta (2008) by making it more flexible. Inference is dealt with by using the likelihood approach and a pseudo-likelihood approach based on conditional distributions which, although slightly less efficient, is simpler to implement. An application to a real data set is used to demonstrate the usefulness of the extension. 相似文献
77.
《统计学通讯:理论与方法》2013,42(5):1041-1055
ABSTRACT In this article we derive third-order asymptotic expansions for the non null distribution functions of four classic statistics under a sequence of local alternatives in one-parameter exponential family models. Our results are quite general and cover a wide range of important distributions. 相似文献
78.
Allan W. Gregory 《商业与经济统计学杂志》2013,31(1):107-115
In this article we propose a nonparametric test for autoregressive conditional heteroscedasticity based on finite-state Markov chains. A simple Monte Carlo experiment suggests that in finite samples it performs comparably to the Lagrange multiplier test under conditional normality and is superior for the t, lognormal, and exponential distributions. As an illustration, we apply both tests to Canadian/U.S. forward foreign exchange data. 相似文献
79.
This article is concerned with the effect of the methods for handling missing values in multivariate control charts. We discuss the complete case, mean substitution, regression, stochastic regression, and the expectation–maximization algorithm methods for handling missing values. Estimates of mean vector and variance–covariance matrix from the treated data set are used to build the multivariate exponentially weighted moving average (MEWMA) control chart. Based on a Monte Carlo simulation study, the performance of each of the five methods is investigated in terms of its ability to obtain the nominal in-control and out-of-control average run length (ARL). We consider three sample sizes, five levels of the percentage of missing values, and three types of variable numbers. Our simulation results show that imputation methods produce better performance than case deletion methods. The regression-based imputation methods have the best overall performance among all the competing methods. 相似文献
80.
This article proposes new methodologies for evaluating economic models’ out-of-sample forecasting performance that are robust to the choice of the estimation window size. The methodologies involve evaluating the predictive ability of forecasting models over a wide range of window sizes. The study shows that the tests proposed in the literature may lack the power to detect predictive ability and might be subject to data snooping across different window sizes if used repeatedly. An empirical application shows the usefulness of the methodologies for evaluating exchange rate models’ forecasting ability. 相似文献