ghyperTypes: Kemp and Kemp generalized hypergeometric types

In SuppDists: Supplementary Distributions

Kemp and Kemp generalized hypergeometric types

Description

Generalized hypergeometric types as given by Kemp and Kemp

Two-way table

The basic representation is in terms of a two-way table:

x	k-x	k
a-x	b-k+x	N-k
a	b	N

and the associated hypergeometric probability P(x)=C_x^a C_{k-x}^b / C_k^N.

The types are classified according to ranges of a, k, and N.

Kemp and Kemp types

Minor modifications in the definition of three of the types have been made to avoid numerical difficulties. Note, J denotes a nonnegative integer.

[Classic]
	0<a, 0<N, 0<k
	integers: a, N, k.
	max(0,a+k-N) \le x \le min(a,k)
[IA(i)] (Real classic)	at least one noninteger parameter
	0<a, 0<N, 0<k, k-1<a<N-(k-1)
	integer: k
	0 \le x \le a
[IA(ii)] (Real classic)	at least one noninteger parameter
	0<a, 0<N, 0<k, a-1<k<N-(a-1)
	integer: a
	0 \le x \le a
	Interchanging a and k transforms this to type IA(i)
[IB]
	0<a, 0<N, 0<k, a+k-1<N, J < (a,k) < J+1
	integer: 0 \le J
	non-integer: a, k
	0 <= x \dots
	NOTE: Kemp and Kemp specify -1<N.
	No practical applications for this distribution.
[IIA] (negative hypergeometric)
	a<0, N<a-1,0<k
	integer: k
	0 \le x \le k
	NOTE: Kemp and Kemp specify N<a, N \ne a-1
[IIB]
	a<0, -1<N<k+a-1, 0<k, J < (k,k+a-1-N) < J+1
	non-integer: k
	integer: 0 \le J
	0 \le x ....
	This is a very strange distribution. Special calculations were used.
	Note: No practical applications.
[IIIA] (negative hypergeometric)
	0<a,N<k-1,k<0
	integer: a
	0 \le x \le a
	Interchanging a and k transforms this to type IIA
	NOTE: Kemp and Kemp specify N<k, N \ne k-1
[IIIB]
	0<a,-1<N<a+k-1,k<0, J<(a,a+k-1-N)<J+1
	non integer: a
	integer: 0 \le J
	0 \le x \dots
	Interchanging a and k transforms this to type IIB
	Note: No practical applications
[IV] (Generalized Waring)
	a<0,-1<N, k<0
	0 \le x \dots

Author(s)

Bob Wheeler

References

Kemp, C.D., and Kemp, A.W. (1956). Generalized hypergeometric distributions. Jour. Roy. Statist. Soc. B. 18. 202-211. 39. 887-895.

SuppDists documentation built on Sept. 11, 2024, 6:58 p.m.