Prepin
Log in

Examine an interval ranging from 0 to 1 that includes ten points distributed uniformly. Explain the distribution of points between the 5th and 6th positions.

Approach / Explanation

This question seeks to assess your comprehension of probability distributions, particularly the uniform distribution concept. In this case, we have an interval ranging from 0 to 1, within which ten points are distributed uniformly. This indicates that each point has an equal probability of occurring. The question then prompts you to explain the distribution between the 5th and 6th points. Important points to keep in mind: Be familiar with the definition and characteristics of uniform distribution. What does it mean to have points that are uniformly distributed? How can you describe the distribution between particular points?

Suggested Answer

The distribution is uniform between the 5th and 6th points within an interval from 0 to 1 that includes ten uniformly distributed points. This occurs because, in a uniform distribution, every subset of the specified interval has an equal chance of being selected. Consequently, the area formed by the 5th and 6th points is just as likely as any other pair of points within the overall distribution. The length of this sub-interval is 0.1, representing the distance between any two consecutive points in this distribution.

Alternative Answer

Given that the points are evenly distributed, the probability distribution does not favor any specific sub-interval over others of equal length. Therefore, the distribution between the 5th and 6th points is also uniform. The range of distribution is consistent with that between any two adjacent points. With a total of ten evenly distributed points from 0 to 1, the distance between each point (including the 5th and 6th points) is 0.1. Thus, in this context, the uniform distribution between the 5th and 6th points spans an interval of length 0.1.

Question Details

Difficulty & Category

Medium
machine learning

Companies

Scale AI

Product

For CandidatesFor RecruitersCompaniesBrowse JobsInterview QuestionsDeep ProfileSkill AssessmentOpportunity Matching
Prepin.ai

© 2026 Prepin LLC · Philadelphia, PA · All rights reserved.