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82.
When causal forces are specified, the expected direction of the trend can be compared with the trend based on extrapolation. Series in which the expected trend conflicts with the extrapolated trend are called contrary series. We hypothesized that contrary series would have asymmetric forecast errors, with larger errors in the direction of the expected trend. Using annual series that contained minimal information about causality, we examined 671 contrary forecasts. As expected, most (81%) of the errors were in the direction of the causal forces. Also as expected, the asymmetries were more likely for longer forecast horizons; for six‐year‐ahead forecasts, 89% of the forecasts were in the expected direction. The asymmetries were often substantial. Contrary series should be flagged and treated separately when prediction intervals are estimated, perhaps by shifting the interval in the direction of the causal forces. Copyright © 2001 John Wiley & Sons, Ltd. 相似文献
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84.
Financial data series are often described as exhibiting two non‐standard time series features. First, variance often changes over time, with alternating phases of high and low volatility. Such behaviour is well captured by ARCH models. Second, long memory may cause a slower decay of the autocorrelation function than would be implied by ARMA models. Fractionally integrated models have been offered as explanations. Recently, the ARFIMA–ARCH model class has been suggested as a way of coping with both phenomena simultaneously. For estimation we implement the bias correction of Cox and Reid ( 1987 ). For daily data on the Swiss 1‐month Euromarket interest rate during the period 1986–1989, the ARFIMA–ARCH (5,d,2/4) model with non‐integer d is selected by AIC. Model‐based out‐of‐sample forecasts for the mean are better than predictions based on conditionally homoscedastic white noise only for longer horizons (τ > 40). Regarding volatility forecasts, however, the selected ARFIMA–ARCH models dominate. Copyright © 2001 John Wiley & Sons, Ltd. 相似文献
85.
This paper proposes a new mixture GARCH model with a dynamic mixture proportion. The mixture Gaussian distribution of the error can vary from time to time. The Bayesian Information Criterion and the EM algorithm are used to estimate the number of parameters as well as the model parameters and their standard errors. The new model is applied to the S&P500 Index and Hang Seng Index and compared with GARCH models with Gaussian error and Student's t error. The result shows that the IGARCH effect in these index returns could be the result of the mixture of one stationary volatility component with another non‐stationary volatility component. The VaR based on the new model performs better than traditional GARCH‐based VaRs, especially in unstable stock markets. Copyright © 2008 John Wiley & Sons, Ltd. 相似文献
86.
在电子线路中,有许多电子元件的串联、并联问题.对直流电源的串联、并联问题,目前没有得出一种简捷明确的形式.采用基尔霍夫定律,通过对电路的分析,得到直流电源串联、并联电路中总电动势、总内阻与各电源电动势、各内阻的简明关系,使用等电位分析法可推广到电源的桥式电路中. 相似文献
87.
随机Dirichlet级数表示的整函数的增长性 总被引:2,自引:0,他引:2
系统地研究了全平面上收敛的随机Dirichlet级数的增长性 .得到了类似于Dirchlet级数所表示的整函数的增长性的结果 相似文献
88.
刘月玲 《甘肃联合大学学报(自然科学版)》2009,23(2)
主要研究Cantor级数Σ∞ n=1bn/a1…an.其中a1,a2,…为大于1的整数,b1,b2,…为正整数并使得Cantor级数Σ∞ n=1bn/a1…an收敛. 相似文献
89.
This article studies Man and Tiao's (2006) low‐order autoregressive fractionally integrated moving‐average (ARFIMA) approximation to Tsai and Chan's (2005b) limiting aggregate structure of the long‐memory process. In matching the autocorrelations, we demonstrate that the approximation works well, especially for larger d values. In computing autocorrelations over long lags for larger d value, using the exact formula one might encounter numerical problems. The use of the ARFIMA(0, d, d?1) model provides a useful alternative to compute the autocorrelations as a really close approximation. In forecasting future aggregates, we demonstrate the close performance of using the ARFIMA(0, d, d?1) model and the exact aggregate structure. In practice, this provides a justification for the use of a low‐order ARFIMA model in predicting future aggregates of long‐memory process. Copyright © 2008 John Wiley & Sons, Ltd. 相似文献
90.
运用留数定理解决形如+∞∑k-∞,k≠0 f(k)/k′类型的级数的求和问题,其中f(z)为在z平面上只有有限个极点的亚纯函数,且这些极点不为整数,得到+∞∑k-∞,k≠0 f(k)/k′与留数间的一个关系式定理. 相似文献