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The probability of winning the grand prize at a particular carnival game is 0.005. Is the outcome of winning very likely or very unlikely?

Short Answer

Expert verified
Winning the grand prize is very unlikely, with a probability of 0.005.

Step by step solution

01

Understanding the Probability Scale

Probabilities range from 0 to 1, where 0 indicates an impossible event and 1 indicates a certain event. A probability closer to 0 suggests that an event is very unlikely, whereas a probability closer to 1 suggests that an event is very likely.
02

Interpreting Small Probabilities

A probability of 0.005 is quite small, meaning it is very close to 0 on the probability scale. This indicates that the occurrence of this event (winning the grand prize) is not very likely and is, in fact, quite rare.
03

Comparing to Thresholds

Typically, events with probabilities less than 0.05 (or 5%) are considered statistically rare or unlikely. Since 0.005 is much less than 0.05, it reinforces the conclusion that winning is very unlikely.

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Key Concepts

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

Probability Scale
Understanding the probability scale is essential when working with probabilities, as it helps you to determine how likely an event is to occur. The scale ranges from 0 to 1. A probability of 0 means that an event is impossible, like trying to roll a 7 on a standard six-sided die.
On the other hand, a probability of 1 means an event is certain, like the sun rising in the east.
Most probabilities fall somewhere between these two extremes.
  • A probability closer to 0 indicates that an event is less likely to occur, or unlikely.
  • A probability closer to 1 indicates that an event is more likely to happen, or likely.
  • A probability of 0.5 implies an event is equally likely to happen as not happen, like flipping a fair coin and getting heads.
The scale is useful for visualizing and comparing the likelihood of different events. This helps you make informed decisions based on how probable an event is estimated to be.
Event Likelihood
The likelihood of an event occurring can be thought of as the chance or probability of its occurrence. To determine if an event is likely or unlikely, compare its probability to established thresholds.

For example:
  • A probability less than 0.05 is generally considered rare or unlikely.
  • A probability between 0.05 and 0.5 is considered possible but not guaranteed.
  • A probability greater than 0.5 and less than 1 suggests an event is likely but not certain.
In the context of the given probability of 0.005, it is evident this is a rare occurrence since it is far less than 0.05. Therefore, it implies that winning the grand prize in the carnival game is very unlikely.
Interpreting Probabilities
Interpreting probabilities involves understanding what a given probability means in terms of real-world expected outcomes. It is crucial for making predictions and informed decisions.

A few tips for successfully interpreting probabilities are:
  • Recognize that probabilities provide a number of how often an event is expected to occur in a large number of trials.
  • Remember that a small probability indicates the event might happen sometimes, but not often.
  • Understand that probabilities near 0.5 mean an event is as likely to happen as not.
  • Compare the probability to known thresholds to assess the rarity or likelihood of an event, such as using 0.05 or 5% when determining if something is rare.
By interpreting the probability of 0.005, one can conclude that an event, like winning a carnival game, is exceptionally rare and unlikely to occur often, if at all. Proper interpretation helps in setting realistic expectations about outcomes.

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