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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

What is the difference between a fraternal twins and identical twins?

If two (or more) eggs are fertilised and develop together you will get fraternal twins. Identical twins are the result of a single fertilised egg dividing into two embryos.

What is the probability of rolling a 12 sided die and it landing on a prime number or an odd number?

In probability questions, the word "or" means add. Assuming the numbers are 1-12, the prime numbers would be 1, 2, 3, 7, and 11. The odd numbers are 1, 3 , 5, 7, 9, and 11. You don't add duplicates when determining probability, so all your options for a prime number or an odd number are 1,2,3, 5, 7, 9, and 11. This means there are 7/12 that are prime or odd, or a probability of 0.5833.

Why is the type one error 0.0027?

The type I error is 0.0027 only when a two tailed test is used with a z-score of ±3. There are many occasions when a one-tailed test is more appropriate and with the same test would have half the Type I error.

Furthermore, it is more usual for the researcher to specify the type I error first - 0.05, 0.01 or 0.001 are favourites - and to select one-or two-tailed critical region after that. It is, therefore, more likely that the Type I error is a "round" number (5%, 1% or 0.1%) while the critical z-score is not.

Example of joint probability?

Joint probability is the probability that two or more specific outcomes will occur in an event. An example of joint probability would be rolling a 2 and a 5 using two different dice.

If Two dice are rolled Find the probability of getting adouble?

One cube can land in 6 different ways.

Two cubes can land in (6 x 6) = 36 different ways.

Doubles can come up in 6 different ways.

Probability of a double = (6/36) = 1/6 = 16-2/3 %

What is the probability of getting heads on all 2 tosses if a fair coin is tossed 5 times?

With 5 coin tosses there are 32 possible outcomes. 10 of these have exactly 2 heads, and 26 of these have 2 or more heads.

  • For exactly two coins are heads: 10/32 = 31.25%
  • For two or more heads: 26/32 = 81.25%

What is the probability with 2 dices getting roles on the same number?

The probability of rolling two 6-sided dice and getting the same number on each is 1/32, or "one out of thirty two".

This is because there are 6 oppurtunities on each dice, and the probability of getting the same of the 6 oppurtunites on two dice is 6 squared, which is 32.

What is the relationship between probability and the binomial theorem?

What is the symbol for a Probability of success in a binomial trial?

How is math used for a Chess Player?

I think the only way math is used in chess is to determine the point values of the pieces.

This thinking is common among newer players. But point value certainly isn't everything. True, math itself is not the biggest thing needed to be good at chess, but it does play a role.

Math has very clear parameters, and requires a direct, analytical thought process. this is also true of chess. And certain studies have shown that playing chess improves mathematical skills in students.

In the game, there are certain principles that all good chess players must know. Time, Point advantage, Space, Development, Pawn Structure, etc.

These all call for three skills: Creativity, circumspension, and MATHEMATIC PROBABILITY. Why? Because all good chess players must look at all the options and possible setbacks of each move. They must think "Ok, I have this many options. If I move here, he has this many options." The goal is to limit the number of options your opponent has.

Also, when it comes to time and developement advantage, you must plan ahead and make sure the number of moves you need to make in order to accomplish your goal is low enough to avoid intervention.

Also, there are simple pawn structures such as a four-pawn chain, doubled up pawns, and deciding whether to start off with one or two spaces.

-A time clock uses math

-Notation requires math

These are all technicalities. But once again, math is not chess's focus. Could you imagine, however, if someone tried to get good at chess without any knowledge of math? Subconciously, our mind takes many mathematical considerations into account without us even thinking about it. For example, there are 64 squares, and I own 16 pieces. This is how much i am winning or losing by, etc.

Chess computers (called engines) use math and probability for positioning. Each piece is assigned a value, the unit of which is the centipawn = 1/100 of a pawn.

Assignments for each piece in centipawns is approximately as follows:

Queen = 900

Rook = 500

Bishop = 300

Knight = 300

Pawn = 100

The King's value is infinite as the game is over once he is captured.

The above values are approximate as competing engines are allowed to assign their own personal value to improve their game.

They are called engines because the software usually does not come with a user interface. User interfaces are written by separate competing companies which often allow the user a choice of which engine to use.

The engine does all the work. It evaluates each legal path for its next move. This is known as a ply. Engines do not evaluate all the way to checkmate as this would take too long, so the interface limits them to an average depth of around 12. Less depth makes the engine easier to beat. More depth requires more computing time. Commercial packages allow the user to set the depth manually.

The engine assigns a value in centipawns to each ply tested, and the ply with the best probability is chosen. This is an oversimplification as the algorithms are sophisticated.

They use probability because most early outcomes are uncertain, and chess games (amongst club level players) are won by tiny cumulative incremental advantages and not by being a more aggressive player.

How to have a male child?

In general, it is not possible to determine the gender of a child before conception. Gender-specific abortion is illegal in most countries. The only way to be certain of having a male child is to adopt one.

You rolled doubles with a pair of dice what is the probability that the total is less than 9?

You have rolled doubles so the full set of possible outcomes is [1,1], [2,2], [3,3], [4,4],[5,5] and [6,6] - that is six in all.

Of these the first four are favourable outcomes (sum < 9)

So the required probability is 4/6 or 2/3

What is the difference between a discrete and a continuous probability function?

A discrete random variable (RV) can only take a selected number of values whereas a continuous rv can take infinitely many.

Does the central limit theorem allows the use of the normal distribution to analyze the sample mean if the sample sizes are large enough?

Yes. Roughly, very large samples are very likely to have subsets data points having very similar means and distributions. Large numbers of such subsets will tend to be normal distributed (Why?) and will tend to make the total sample be normally distributed.