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Iverson bracket information


In mathematics, the Iverson bracket, named after Kenneth E. Iverson, is a notation that generalises the Kronecker delta, which is the Iverson bracket of the statement x = y. It maps any statement to a function of the free variables in that statement. This function is defined to take the value 1 for the values of the variables for which the statement is true, and takes the value 0 otherwise. It is generally denoted by putting the statement inside square brackets: In other words, the Iverson bracket of a statement is the indicator function of the set of values for which the statement is true.

The Iverson bracket allows using capital-sigma notation without restriction on the summation index. That is, for any property of the integer , one can rewrite the restricted sum in the unrestricted form . With this convention, does not need to be defined for the values of k for which the Iverson bracket equals 0; that is, a summand must evaluate to 0 regardless of whether is defined.

The notation was originally introduced by Kenneth E. Iverson in his programming language APL,[1][2] though restricted to single relational operators enclosed in parentheses, while the generalisation to arbitrary statements, notational restriction to square brackets, and applications to summation, was advocated by Donald Knuth to avoid ambiguity in parenthesized logical expressions.[3]

  1. ^ Kenneth E. Iverson (1962). A Programming Language. Wiley. p. 11. Retrieved 7 April 2016.
  2. ^ Ronald Graham, Donald Knuth, and Oren Patashnik. Concrete Mathematics, Section 2.1: Notation.
  3. ^ Donald Knuth, "Two Notes on Notation", American Mathematical Monthly, Volume 99, Number 5, May 1992, pp. 403–422. (TeX, arXiv:math/9205211).

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mathematics, the Iverson bracket, named after Kenneth E. Iverson, is a notation that generalises the Kronecker delta, which is the Iverson bracket of the statement...

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indicator to which a binary operation fails to be commutative Iverson bracket, notation Lie bracket of vector fields, operator Dirac notation, in quantum mechanics...

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Indicator function

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A . {\displaystyle \chi _{A}.} The indicator function of A is the Iverson bracket of the property of belonging to A; that is, 1 A ( x ) = [ x ∈ A ] ...

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Categorical distribution

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but facilitates mathematical manipulations is as follows, using the Iverson bracket: f ( x ∣ p ) = ∏ i = 1 k p i [ x = i ] , {\displaystyle f(x\mid {\boldsymbol...

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Heaviside step function

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{\displaystyle H(x):={\begin{cases}1,&x\geq 0\\0,&x<0\end{cases}}} using the Iverson bracket notation: H ( x ) := [ x ≥ 0 ] {\displaystyle H(x):=[x\geq 0]} an indicator...

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Iverson notation can refer to: APL (programming language) Iverson bracket, in mathematics This disambiguation page lists articles associated with the...

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Exponential family

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the other. * The Iverson bracket is a generalization of the discrete delta-function: If the bracketed expression is true, the bracket has value 1; if the...

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Kronecker delta

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}}i\neq j,\\1&{\text{if }}i=j.\end{cases}}} or with use of Iverson brackets: δ i j = [ i = j ] {\displaystyle \delta _{ij}=[i=j]\,} For example...

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Sign function

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{sgn}(x^{n})=(\operatorname {sgn} x)^{n}\,.} The signum can also be written using the Iverson bracket notation: sgn ⁡ x = − [ x < 0 ] + [ x > 0 ] . {\displaystyle \operatorname...

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German tank problem

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binomial coefficient and [ k ≤ n ] {\displaystyle [k\leq n]} is an Iverson bracket. The expression can be derived as follows: ( m ∣ n , k ) {\displaystyle...

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Positive and negative parts

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{|f|-f}{2}}.\end{aligned}}} Another representation, using the Iverson bracket is f + = [ f > 0 ] f f − = − [ f < 0 ] f . {\displaystyle...

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Concrete Mathematics

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politically incorrect". The book popularized some mathematical notation: the Iverson bracket, floor and ceiling functions, and notation for rising and falling factorials...

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Loss function

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{\displaystyle L({\hat {y}},y)=\left[{\hat {y}}\neq y\right]} using Iverson bracket notation, i.e. it evaluates to 1 when y ^ ≠ y {\displaystyle {\hat...

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Ordinal regression

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_{i})-\Phi (\theta _{k-1}-\mathbf {w} \cdot \mathbf {x} _{i})]} (using the Iverson bracket [yi = k].) The log-likelihood of the ordered logit model is analogous...

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Symmetric difference

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{\displaystyle \chi _{(A\,\Delta \,B)}=\chi _{A}\oplus \chi _{B}} or using the Iverson bracket notation [ x ∈ A Δ B ] = [ x ∈ A ] ⊕ [ x ∈ B ] {\displaystyle [x\in...

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Summation

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_{i=1}^{\infty }e^{-i^{2}t}\ldots } Capital-pi notation Einstein notation Iverson bracket Iterated binary operation Kahan summation algorithm Product (mathematics)...

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Floor and ceiling functions

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(Iverson used square brackets for a different purpose, the Iverson bracket notation.) Both notations are now used in mathematics, although Iverson's notation...

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Atan2

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\\[5mu]{\text{undefined}}&{\text{if }}x=0{\text{ and }}y=0.\end{cases}}} The Iverson bracket notation allows for an even more compact expression: atan2 ⁡ ( y ,...

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Stirling numbers of the first kind

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5]+[n=4]&&{\pmod {2}}\end{aligned}}} Where [ b ] {\displaystyle [b]} is the Iverson bracket. and working modulo 3 {\displaystyle 3} we can similarly prove that...

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Effect size

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{\displaystyle x_{j}} , respectively, and [ ⋅ ] {\displaystyle [\cdot ]} is the Iverson bracket, which is 1 when the contents are true and 0 when false. d {\displaystyle...

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Random variable

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{\displaystyle [X={\text{green}}]} can be constructed; this uses the Iverson bracket, and has the value 1 if X {\displaystyle X} has the value "green",...

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Probit model

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The notation [ y i ∗ < 0 ] {\displaystyle [y_{i}^{\ast }<0]} is the Iverson bracket, sometimes written I ( y i ∗ < 0 ) {\displaystyle {\mathcal {I}}(y_{i}^{\ast...

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Bernoulli number

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expression [n even] has the value 1 if n is even and 0 otherwise (Iverson bracket). These identities show that the quotient of Bernoulli and Euler numbers...

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Eulerian number

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\!\right\rangle ,} with initial condition for n = 0, expressed in Iverson bracket notation: ⟨ ⟨ 0 k ⟩ ⟩ = [ k = 0 ] . {\displaystyle \left\langle \!\...

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