University of Central Florida (UCF) QMB3200 Quantitative Business Tools II Midterm Practice Exam

Question: 1 / 400

Which of the following characterizes a binomial experiment?

The probability of outcomes changes throughout the trials

Each trial can have more than two outcomes

Trials are dependent on the outcomes of previous trials

It consists of a fixed number of trials

A binomial experiment is fundamentally defined by several key characteristics, one of which is that it consists of a fixed number of trials. This means that before the experiment begins, the number of attempts or tests is predetermined, which is crucial for binomial probability calculations. Each trial in a binomial experiment has two possible outcomes, often referred to as "success" and "failure," and these outcomes occur in a specific, consistent manner across all trials.

The necessity of having a set number of trials allows for the application of the binomial probability formula, which calculates the likelihood of a specific number of successes in those set trials, given the probability of success in each trial remains constant. This structure is essential for analyzing various scenarios in business and statistics, as it simplifies the calculation and understanding of probabilities in real-world applications.

Ultimately, understanding this fixed nature of trials helps differentiate binomial experiments from other types of experiments that might have variable trials, more than two outcomes, or dependent trials, which would not fit within the fixed, binary structure of a binomial experiment.

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