问题如下:
Which of the following options best reflects the characteristics of the one-factor model?The one-factor model is shown as follows:
选项:
A.Each has a component dependent on one common factor (F) and another component (Zi). Each Zi is uncorrelated with the other variables.
B.F and Zi both have Student's t-distributions or F distributions.
C.The number of calculations for estimating correlations is equal to C(N,2)
D.The covariance matrix for a one-factor model may not be positive-semidefinite.
解释:
A is correct.
考点:One-factor Model
解析:每一个Ui中,F是相同的,它是common factor。有区别的是Zi,每个Ui中的Zi是彼此独立的,并服从标准正态分布。
接下来的只需要简单了解即可:单因素模型的协方差矩阵是正半定矩阵(positive-semidefinite matrix);每个单因素模型的相关性估计,只需要N次计算。
老师 这道题上课的slides里面虽然有 但是不记得老师当时花很多时间讲解过,这知识点是重点吗?