Mathematical Methods for Physics and Engineering : A Comprehensive Guide

(Darren Dugan) #1

SPECIAL FUNCTIONS


which is the required result.


We note that is it conventional to define, in addition, the functions

P(a, x)≡

γ(a, x)
Γ(a)

,Q(a, x)≡

Γ(a, x)
Γ(a)

,

which are also often called incomplete gamma functions; it is clear thatQ(a, x)=


1 −P(a, x).


18.12.4 The error function

Finally, we mention theerror function, which is encountered in probability theory


and in the solutions of some partial differential equations. The error function is


related to the incomplete gamma function by erf(x)=γ(^12 ,x^2 )/



πand is thus

given by


erf(x)=

2

π

∫x

0

e−u

2
du=1−

2

π

∫∞

x

e−u

2
du. (18.167)

From this definition we can easily see that


erf(0) = 0, erf(∞)=1, erf(−x)=−erf(x).

By making the substitutiony=



2 uin (18.167), we find

erf(x)=


2
π

∫√ 2 x

0

e−y

(^2) / 2
dy.
The cumulative probability function Φ(x) for the standard Gaussian distribution
(discussed in section 30.9.1) may be written in terms of the error function as
follows:
Φ(x)=
1

2 π
∫x
−∞
e−y
(^2) / 2
dy


1
2




  • 1

    2 π
    ∫x
    0
    e−y
    (^2) / 2
    dy


    1
    2




  • 1
    2
    erf
    (
    x

    2
    )
    .
    It is also sometimes useful to define thecomplementary error function
    erfc(x)=1−erf(x)=
    2

    π
    ∫∞
    x
    e−u
    2
    du=
    Γ(^12 ,x^2 )

    π




. (18.168)


18.13 Exercises

18.1 Use the explicit expressions

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