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蛋黄也酥酥 · 2021年04月26日

这个知识点在强化版讲义里没出现

NO.PZ2015120204000026

问题如下:

An analyst is addressing the following research topics: how investment fund characteristics affect fund total returns and whether stock and bond market returns explain the returns of a portfolio of utility shares run by the firm.

To explore the first topic, he uses the average annualized rate of return(in percent) of 555 large-cap US equity funds over the past five years. The independent variables are fund expense ratio, portfolio turnover, the natural logarithm of fund size, fund age, and three dummy variables.For the second topic, he establish whether bond market returns (proxied by returns of long-term US Treasuries) and stock market returns(proxied by returns of the S&P 500 Index) explain the returns of a portfolio of utility stocks being recommended to clients.

Whether he should have estimated the models using a probit or logit model instead of using a traditional regression analysis?

选项:

A.

Both should be estimated with probit or logit models.

B.

Neither should be estimated with probit or logit models.

C.

Only the first analysis should be done with probit or logit models.

解释:

Probit and logit models are used for models with qualitative dependent variables, such as models in which the dependent variable can have one of two discrete outcomes (i.e., 0 or 1). The analysis in the two exhibits are explaining security returns, which are continuous (not 0 or 1)variables.

需要掌握吗

1 个答案

星星_品职助教 · 2021年04月26日

同学你好,

这个点需要掌握的。结论不难。如果Y变量是二值变量的话(只取0或者1),则使用probit or logit model。

以本题为例,Y变量都是“returns”,所以是连续变量,取值不止两个。但如果Y是“outperform or not”,“default or not default”等情况,就需要使用probit or logit model了