In this article we propose a new correction for the penalty term of the Akaike's information criterion (AIC), when it is used in the context of order selection for an autoregressive fit of the spectral density of a stationary time series. The classical AIC penalty term may be viewed as ...
1) the Akaike Information Criterion (AIC) AIC(p)准则2) AIC criterion AIC准则 1. Nearest neighbor clustering algorithm based on AIC criterion; 基于AIC准则的最近邻聚类模型的优化算法 2. First, method for initialization of wavelet basis in wavelet frames is proposed; second, according to the ...
The performance characteristics of several selection criteria, the Akaike Information Criterion (AIC), and the Schwarz Criterion (SC), and the F test (α=0.05), were examined using Monte Carlo simulations. In particular, the ability of these criteria to select the correct model, to select a ...
A simulation study based on polynomial regression is provided to compare the different proposed ranking functions with AIC and the new derived correction with AICc. 展开 关键词: information theory linear systems polynomials regression analysis Akaike information criterion Kullback-Leibler divergence ...
The stepwise algorithm based on the Akaike Information Criterion with correction (AICc), also known as the stepAICc, was used to select the fixed effect variables (monthly climate predictors) for each of the candidate models in a forward selection approach (Supplementary Fig. S5). The stepwise ...
(2003) Modification of the Akaike Information Crite- rion to Account for Seasonal Effects. Journal of Statistical Computation and Simu- lation, 73, 135-143. https://doi.org/10.1080/00949650215731MODIFICATION OF THE AKAIKE INFORMATION CRITERION TO ACCOUNT FOR SEASONAL EFFECTS[J] . Cem Kadilar,...
The Akaike information criterion (AIC)92 was used to compare the goodness of fit of all tested models in order to find the most parsimonious model. For each edge, the model with the lowest AIC was selected. Consequently, the narrow-sense heritability (the proportion of variance attributable to...
The second is concerned with the grouping of the categories in a contingency table. The third is concerned with the multiple comparison problem for the analysis of variance by the iogit model in contingency tables, Finite correction of Akaike's information criterionis also proposed.被引量: 1071 ...
Among different candidate parametric detection functions, it is suggested to use Akaike Information Criterion (AIC) to select the most appropriate one of them to fit line transect data. Four different detection functions are considered in this paper. Two of them are taken to satisfy the shoulder ...
a因为去大学会花费很多钱 因为去大学会花费很多钱[translate] aexcept to 除了[translate] aWe selected the most appropriate models are selected using the quasi-Akaike information criterion (qAIC) . 我们选择了最适当的模型使用quasi-Akaike信息准则qAIC (被选择) 。[translate]...