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Probability

The probability of a certain event is a number expressing the likelihood that a specific event will occur, expressed as the ratio of the number of actual occurrences to the number of possible occurrences. In mathematics, it is a measure of how often an event will happen and is the basis of statistics.

14,643 Questions

How the probability theory be utilized in analyzing risk of investment projects?

Generally, in an investment analysis, one is interested in determining if the risk is justified by the expected return and if the expected return is competitive to other uses of funds. Several approaches are used in risk analyses, which range from very simple approaches to more complex ones. First there is a simple qualitative approach, where one lists elements that could reduce profit (lower product price, higher costs, higher investments, delays from suppliers) and calculates expected decline in revenue. This is called the worse case scenario. Probability theory really doesn't play a role in this approach. Second, one can associate probabilities to factors (i.e. low, medium and high product price could be associated with 25, 50 and 25% probabilities) and a decision tree (risk analysis diagram) is constructed to provide the full range of combinations of events/factors, their probability of occurrence and outcome. These can be ranged and statistics, such as the mean or median outcome, and the high and low outcomes, can be identified. The third option is to associate factors with a distribution, and run Monte-Carlo simulation. Common distributions used are the uniform, triangular and normal distribution. Many programs exist to run Monte-Carlo models and summarize results. I've included a related link on the use of simulation in finance.

What is the probability that a continuous random variable takes on a single value?

Theoretically, zero. The finite probability can only exist between two points. However, if we are simulating a continuous distribution with a random number generator, all values are truncated to a finite number of digits depending on the register size. If we consider a uniform random number generator, with a 7 digit accuracy, then matching a single value is 1/10,000,000, pretty close to 0.

When did the study of the probability began?

it was created in 1964 and it was greattt bahhht :P peace out my niggwars

How many possible outcomes if each coin is flipped once?

We use three coins (quarter, nickel, dime) each are flipped only once. We get 8 possible outcomes (or four outcomes as an alternative).

What is the probability of drawing a spade?

The probability of drawing a spade from a standard deck of 52 cards is 13 in 52, or 1 in 4, or 0.25.

What is the probability that parents will bear five sons and no daughters?

that all depends on which facts you acknowledge as a priori state for this situation.

What is the probability of drawing a club from a deck of 52 playing cards?

There are 13 clubs in a deck of 52 cards. The probability of drawing 1 club from a deck of 52 is 13/52 or 1/4.

How many cards in a pack including joker?

there are 2 jocker but in card it has 3jocker

What is the probability of rolling the same number on two dice?

We'll assume standard six-sided dice.

The first die rolls... well, whatever it rolls. It doesn't really matter what the specific number is.

The second die can come up any of six different ways. One of those ways is with the same number as the first, the other five are different.

So the chances of rolling two dice and getting the same number on both is 1/6.

Can a probability be greater than 1?

A probability can never be greater than 1.

You randomly select a month of the year What is the probability that you select a month with 31 days in it?

There are 12 months to choose from There are 7 months with 31 days in them.

The probability of choosing a 31-day month is 7/12.

What is the third question in the four-way test?

The questions on the four-way test are:

  1. Is it the truth?
  2. Is it fair to all concerned?
  3. Will it build good will and better friendships?
  4. Will it be beneficial to all concerned?

What is the probability of drawing a heart or club from a pack of cards?

Probability of drawing a heart: 1/4

Probability of drawing a club: 1/4

Probability of drawing a heart or a club: 1/4 + 1/4 = 2/4 = 1/2

What is the probability that exactly 2 have some kind of defect?

The probability is determined by the binomial distribution. We consider p = probability of defect, q = probability of not defect, n = sample size, and x= number of defects in sample, in this case x=2. We calculate the probability as P(X = x) = n!/[(n-x)! x!] pxqn-x If sample size = 10 and p = 0.1 then: P(x= 2) = 10!/(8!x2!)(0.1)2(0.9)8 = 0.1937 You can find more about the binomial distribution under Wikipedia. It is important also to note the assumptions when using this distribution. It must be a random sample and the probability of defects is known.

A woman is chosen at random among all woman who have two children She is asked if she has at least one son and says yes. What is the probability of here other child being a boy?

Children's genders are not independent and therefore there is no simple answer.

However, if you do assume that their genders are independent then the probability is 1/3.

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