Random Variables: Discrete vs Continuous

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6 Questions

What is a random variable?

A variable that assigns real numbers to elements in a sample space

Which of the following is an example of a discrete random variable?

The number of heads obtained in 10 coin tosses

What is the first step in finding the value of a random variable?

Assign letters to outcomes

Which of the following is an example of a continuous random variable?

The amount of rainfall in a given area over a period of time

How are the values of discrete random variables typically represented?

As non-negative whole numbers

What is the main difference between discrete and continuous random variables?

Discrete random variables involve counting, while continuous random variables involve measuring

Study Notes

  • Random variables associate real numbers with elements in a sample space, which is a collection of possible outcomes of a random experiment.
  • Random variables are determined by chance and are derived from the outcomes of random experiments.
  • Examples of random variables include the number of times a coin lands heads up and the sum of two dice rolls.
  • Steps to find the value of random variables involve assigning letters to outcomes, determining the sample space, and counting the values.
  • Discrete random variables can take a finite number of distinct values, usually represented by non-negative whole numbers.
  • Continuous random variables can assume an infinite number of values in an interval, including fractions and decimals, often resulting from measurements.
  • Examples are given to classify random variables as discrete or continuous based on whether they involve counting or measuring.
  • The types of random variables (discrete or continuous) impact how their values are obtained and represented.

Learn about random variables, which assign real numbers to outcomes of random experiments. Understand the difference between discrete random variables with a finite number of values and continuous random variables with an infinite set of values. Explore examples and steps to determine the values of random variables.

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