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我是一条鱼 · 2021年03月22日

第一个TOPIC

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.

第一个TOPIC提到有三个DUMMY VARIABLE。那么怎么知道这三个DUMMY VARIABLE不是呢,是不是题目不交代是就算不是。谢谢!

1 个答案

星星_品职助教 · 2021年03月22日

同学你好,

这道题topic 1里的三个dummy variables是无关的信息,有没有这条信息都不会影响解题。

因为这道题问的是“...using a probit or logit model ....”,probit or logit model指的是因变量Y为二值变量,和X的取值没有关系。

而topic 1里的“The independent variables are ......., and three dummy variables”中的这三个dummy都是X变量

所以Y只需要通过topic 1中的“ the average annualized rate of return...”和topic 2中的“... the returns of a portfolio of utility...”来判断出都是continuous variables即可,不需要去考虑X是什么。