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It is shown that a recursive estimator with the same asymptotic properties as the median has convergence properties in finite samples which depend heavily on the scale of the data. A simple modification which adjusts for the scale is suggested and its application illustrated on simulated data. The modified estimator has much improved properties which are similar to those of the sample (non-recursive) median. 相似文献
3.
由于 FFP 表达式具有引用透明性,对于给定的表达式每次计算都得到同样的结果,所以每一个值只需计算一次.然而,由于 FFP 语言支持递归程序,FC-机在处理递归结点时需要拷贝代码,运行时很难检查共享计算,因此可能导致重复计算,为此人们提出了用“记忆函数”(memo function)来解决这一问题.本文主要介绍如何在 FC-机中,利用 Cache 来实现“记忆函数”。最后给出了性能分析和在FFP 系统上的实际测试结果。 相似文献
4.
Two recursive schemes are presented for the calculation of the probabilityP(g(x)≤S n (x)≤h(x) for allx∈®), whereS n is the empirical distribution function of a sample from a continuous distribution andh, g are continuous and isotone functions. The results are specialized for the calculation of the distribution and the corresponding percentage points of the test statistic of the two-sided Kolmogorov-Smirnov one sample test. The schemes allow the calculation of the power of the test too. Finally an extensive tabulation of percentage points for the Kolmogorov-Smirnov test is given. 相似文献
5.
K. D. Patterson 《Journal of applied statistics》2007,34(1):23-45
Standard methods of estimation for autoregressive models are known to be biased in finite samples, which has implications for estimation, hypothesis testing, confidence interval construction and forecasting. Three methods of bias reduction are considered here: first-order bias correction, FOBC, where the total bias is approximated by the O(T-1) bias; bootstrapping; and recursive mean adjustment, RMA. In addition, we show how first-order bias correction is related to linear bias correction. The practically important case where the AR model includes an unknown linear trend is considered in detail. The fidelity of nominal to actual coverage of confidence intervals is also assessed. A simulation study covers the AR(1) model and a number of extensions based on the empirical AR(p) models fitted by Nelson & Plosser (1982). Overall, which method dominates depends on the criterion adopted: bootstrapping tends to be the best at reducing bias, recursive mean adjustment is best at reducing mean squared error, whilst FOBC does particularly well in maintaining the fidelity of confidence intervals. 相似文献
6.
Helmut Schellhaas 《Statistical Papers》1999,40(3):343-349
A recursive scheme for the calculation of the distribution of the test statistic of a modified Kolmogorov-Smirnov-test for
a rectangular distribution with unknown parameters is given. 相似文献
7.
D. E. Amos 《统计学通讯:理论与方法》2013,42(3):261-281
Recursion relations suitable for rapid computation are derived for the cumulative distribution of F′ = (X/m)/(Y/n) where X is χ2(λ, m) and Y is independently χ2(n). When n is even no complicated function evaluations are needed. For n odd, a special doubly noncentral t distribution is needed to start the computation. Series representations for this t distribution are given with rigorous bounds on truncation errors. Proper recursion techniques for numerical evaluation of the special functions are given. 相似文献
8.
文章发展了一个均衡模型,从微观机理角度解释了为什么资产价格会发生不频繁的跳跃行为.在该模型中,投资者学习不可直接观测的、真实的经济系统状态并为此支付成本的行为诱发了资产价格的跳跃行为.而投资者是否选择学习的行为则取决于投资者的偏好参数和收入的条件波动率. 相似文献
9.
In this paper we consider two-stage estimators of parameters of a structural equation in a model with recursive exclusion restrictions on the instrumental variables equations. The estimations considered are simple OLS and GLS estimators after substitution of estimates of the systematic part of the IV equations for the endogenous variables. It is known in the literature that neither imposing the restrictions in the first stage nor ignoring them will in general be more efficient than the alternative. We introduce a class of mixed instrumental variables estimators (MIV) with these possibilities as special cases which yields an estimator which is not only more efficient than the two stage estimators considered in the literature but as efficient as an efficient system estimator like 3SLS. 相似文献
10.
Luc Devroye 《Revue canadienne de statistique》1979,7(2):159-167
Let f be an unknown possibly multimodal density on Rd and let X1, X2, … be a sequence of independent random vectors with density f. Several recursive estimates of the mode of f are proposed, and sufficient conditions ensuring their weak and strong consistency are established. 相似文献