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The number of times a particular event occurred in the past is divided by the number of occurrences. What is this approach to probability called?

Short Answer

Expert verified
This is called Empirical Probability.

Step by step solution

01

Understanding the Problem

We need to determine the approach to probability based on past occurrence data. This involves counting the frequency of an event's occurrence and using that frequency to determine the probability.
02

Identify the Probability Approach

The approach where the probability of an event is found by dividing the number of successful occurrences of the event by the total number of occurrences is known as the Empirical or Experimental Probability. This contrasts with theoretical probability, which does not rely on actual data.

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Experimental Probability
When we talk about experimental probability, we're diving into the realm of using data from real-world experiments to determine the likelihood of an event. Unlike theoretical probability, which is based on idealized scenarios, experimental probability relies on actual outcomes.

To calculate experimental probability, follow these simple steps:
  • Conduct an experiment or observe an event repeatedly.
  • Count how many times the event you're interested in occurs.
  • Divide the number of successful occurrences by the total number of trials.
This ratio will give you the probability of the event occurring based on the experiment. An easy example could be flipping a coin multiple times and recording how often it lands on heads. If you flipped it thrice and got heads twice, the experimental probability for heads would be \( \frac{2}{3} \).

Remember, because this method relies on real data, it's very practical, but can vary depending on the number and accuracy of the trials.
Probability Theory
Probability theory is the branch of mathematics that deals with quantifying the likelihood of different outcomes. It is the theoretical foundation upon which all probability calculations are built.

At its core, probability theory seeks to answer the question: "What are the chances that something will happen?" It does this by employing mathematical models. These models may include the chance of flipping a coin and getting tails, the likelihood of rolling a specific number on a die, or even predicting weather patterns over a season. Probability values are always between 0 and 1, where 0 means the event is impossible, and 1 means the event is certain.

Probability theory is divided into several types:
  • Theoretical Probability: Relies on mathematical models without experimental data.
  • Empirical Probability: Based on observed data and real-world experiments.
Both of these approaches offer insights into the likelihood of events but are used in different scenarios.
Frequency
Frequency in probability refers to how often a particular event occurs within a set of data or during repeated trials. It’s basically counting how many times something happens.

When calculating experimental probability, frequency is vital because it provides the numerator in your probability ratio. For example, if you are rolling a dice and interested in how often the number "4" comes up, counting each time "4" appears over the total rolls gives you its frequency.

A high frequency in a large number of trials can suggest a stronger likelihood of an event, but frequencies can vary widely in smaller data sets, so conducting many trials can stabilize your findings.
Event Occurrence
An event occurrence refers to an event actually taking place during an experiment or a trial. Each time the specific event you are looking for happens, you have an occurrence.

In the context of experimental probability, it's essential to track and count these occurrences accurately. This count is used to determine how often an event happens relative to the total number of trials. For instance, if you wish to know the probability of drawing a red card from a deck and you draw cards 50 times, each time you get a red card counts as an event occurrence.

These counts help in forming the empirical probabilities and give us insights into how likely certain outcomes are based on past data.

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Most popular questions from this chapter

The events \(A\) and \(B\) are mutually exclusive. Suppose \(P(A)=.30\) and \(P(B)=.20\). What is the probability of either \(A\) or \(B\) occurring? What is the probability that neither A nor \(B\) will happen?

Brooks Insurance Inc. wishes to offer life insurance to men age 60 via the Internet. Mortality tables indicate the likelihood of a 60 -year-old man surviving another year is \(.98 .\) If the policy is offered to five men age 60 : a. What is the probability all five men survive the year? b. What is the probability at least one does not survive?

Solve the following: a. \(40 ! / 35 !\) b. \({ }_{7} P_{4}\) c. \({ }_{5} C_{2}\)

Winning all three "Triple Crown" races is considered the greatest feat of a pedigree racehorse. After a successful Kentucky Derby, Corn on the Cob is a heavy favorite at 2 to 1 odds to win the Preakness Stakes. a. If he is a 2 to 1 favorite to win the Belmont Stakes as well, what is his probability of winning the Triple Crown? b. What do his chances for the Preakness Stakes have to be in order for him to be "even money" to earn the Triple Crown?

A new sports car model has defective brakes \(15 \%\) of the time and a defective steering mechanism \(5 \%\) of the time. Let's assume (and hope) that these problems occur independently. If one or the other of these problems is present, the car is called a "lemon." If both of these problems are present, the car is a "hazard." Your instructor purchased one of these cars yesterday. What is the probability it is: a. A lemon? b. A hazard?

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