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SuzieW · 2022年03月29日

老师,这道题为什么不是ordinal data

NO.PZ2021061603000004

问题如下:

A fixed-income analyst uses a proprietary model to estimate bankruptcy probabilities for a group of firms. The model generates probabilities that can take any value between 0 and 1. The resulting set of estimated probabilities would most likely be characterized as:

选项:

A.ordinal data B.discrete data C.continuous data.

解释:

C is correct. Continuous data are data that can be measured and can take on any numerical value in a specified range of values. In this case, the analyst is estimating bankruptcy probabilities, which can take on any value between 0 and 1. Therefore, the set of bankruptcy probabilities estimated by the analyst would likely be characterized as continuous data. A is incorrect because ordinal data are categorical values that can be logically ordered or ranked. Therefore, the set of bankruptcy probabilities would not be characterized as ordinal data. B is incorrect because discrete data are numerical values that result from a counting process, and therefore the data are limited to a finite number of values. The proprietary model used can generate probabilities that can take any value between 0 and 1; therefore, the set of bankruptcy probabilities would not be characterized as discrete data.

题干给出,是给一群公司做破产概率的估计,数值位于0-1之间,那概率肯定有大有小,也是有排序的,不如20%破产率是优于80%破产率的,为什么不选ordinal data呢?而且计算出来的数据也不一定是连续的数值。

1 个答案

星星_品职助教 · 2022年03月30日

同学你好,

ordinal data需要是只能取有限的值的分类数据,这点就排除了可以在0和1之间取任何值的概率。

而continuous data指的是在指定的范围里取什么数都行,概率符合这个条件。

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