What is the Difference Between Probability and Chance?

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The terms probability and chance are often used interchangeably, but they have distinct meanings. Here are the main differences between the two:

  1. Meaning: Chance refers to the occurrence of events in the absence of any obvious intention or cause, and it is simply the possibility of something happening. Probability, on the other hand, is the extent to which an event is likely to occur, measured by the ratio of the favorable cases to the whole number of cases possible.
  2. Usage: Chance is an everyday term used to describe the likelihood of an event taking place in various situations, such as games of luck. Probability is a branch of mathematics that calculates the chance or likelihood of an event occurring.
  3. Precision: Chance is often expressed as a percentage (e.g., 75%), while probability is expressed as a real number within the range of 0 to 1, where 0 indicates the event is impossible, and 1 indicates the event is certain.
  4. Origin: The concept of probability originated from the study of games of chance, such as tossing a coin, spinning a roulette wheel, or rolling a dice. The mathematical study of probability was developed by mathematicians like Blaise Pascal and Pierre de Fermat in the 17th century.

In summary, chance is a more informal term used to describe the likelihood of an event happening, while probability is a precise mathematical measurement of the same concept.

Comparative Table: Probability vs Chance

The terms "probability" and "chance" are often used interchangeably in everyday language, but they have distinct meanings in the context of statistics and mathematics. Here is a table highlighting the differences between probability and chance:

Probability Chance
Probability is a measure of the likelihood of an event occurring, ranging from 0 (impossible) to 1 (certain). Chance refers to a specific outcome or a subset of possible outcomes in an experiment or event.
Probability is calculated using mathematical formulas and models. Chance is determined by experimentation or observation.
Probability is a quantitative measure, expressed as a number between 0 and 1 ( inclusive). Chance is a qualitative concept, expressed as a specific outcome or a subset of possible outcomes.
In a probability model, the sum of the probabilities of all possible outcomes is 1, or 100%. In a chance model, the specific outcome or subset of outcomes is observed or determined through experimentation or observation, and the likelihood of each outcome is not necessarily quantified.

In summary, probability is a quantitative measure of the likelihood of an event occurring, while chance refers to a specific outcome or a subset of possible outcomes in an experiment or event. Probability is calculated using mathematical formulas and models, while chance is determined by experimentation or observation.