Pascal's triangle in the context of Binomial theorem


Pascal's triangle in the context of Binomial theorem

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πŸ‘‰ Pascal's triangle in the context of Binomial theorem

In elementary algebra, the binomial theorem (or binomial expansion) describes the algebraic expansion of powers of a binomial. According to the theorem, the power ⁠⁠ expands into a polynomial with terms of the form ⁠⁠, where the exponents ⁠⁠ and ⁠⁠ are nonnegative integers satisfying ⁠⁠ and the coefficient ⁠⁠ of each term is a specific positive integer depending on ⁠⁠ and ⁠⁠. For example, for ⁠⁠,

The coefficient ⁠⁠ in each term ⁠⁠ is known as the binomial coefficient ⁠⁠ or ⁠⁠ (the two have the same value). These coefficients for varying ⁠⁠ and ⁠⁠ can be arranged to form Pascal's triangle. These numbers also occur in combinatorics, where ⁠⁠ gives the number of different combinations (i.e. subsets) of ⁠⁠ elements that can be chosen from an ⁠⁠-element set. Therefore ⁠⁠ is usually pronounced as "⁠⁠ choose ⁠⁠".

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Pascal's triangle in the context of Binomial distribution

In probability theory and statistics, the binomial distribution with parameters n and p is the discrete probability distribution of the number of successes in a sequence of n independent experiments, each asking a yes–no question, and each with its own Boolean-valued outcome: success (with probability p) or failure (with probability q = 1 βˆ’ p). A single success/failure experiment is also called a Bernoulli trial or Bernoulli experiment, and a sequence of outcomes is called a Bernoulli process. For a single trial, that is, when n = 1, the binomial distribution is a Bernoulli distribution. The binomial distribution is the basis for the binomial test of statistical significance.

The binomial distribution is frequently used to model the number of successes in a sample of size n drawn with replacement from a population of size N. If the sampling is carried out without replacement, the draws are not independent and so the resulting distribution is a hypergeometric distribution, not a binomial one. However, for N much larger than n, the binomial distribution remains a good approximation, and is widely used.

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Pascal's triangle in the context of Binomial coefficients

In mathematics, the binomial coefficients are the positive integers that occur as coefficients in the binomial theorem. Commonly, a binomial coefficient is indexed by a pair of integers n β‰₯ k β‰₯ 0 and is written It is the coefficient of the x term in the polynomial expansion of the binomial power (1 + x); this coefficient can be computed by the multiplicative formula

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