TIN
This function evaluates the inverse of the Student’s t cumulative distribution function.
Function Return Value
TIN — Function value. (Output)
The probability that a Student’s t random variable takes a value less than or equal to TIN is P.
Required Arguments
P — Probability for which the inverse of the Student’s t cumulative distribution function is to be evaluated. (Input)
P must be in the open interval (0.0, 1.0).
DF — Degrees of freedom. (Input)
DF must be greater than or equal to 1.0.
FORTRAN 90 Interface
Generic: TIN (P, DF)
Specific: The specific interface names are S_TIN and D_TIN.
FORTRAN 77 Interface
Single: TIN (P, DF)
Double: The double precision name is DTIN.
Description
Function TIN evaluates the inverse distribution function of a Student’s t random variable with DF degrees of freedom. Let ν = DF. If ν equals 1 or 2, the inverse can be obtained in closed form, if ν is between 1 and 2, the relationship of a t to a beta random variable is exploited and routine BETIN is used to evaluate the inverse; otherwise the algorithm of Hill (1970) is used. For small values of ν greater than 2, Hill’s algorithm inverts an integrated expansion in 1/(1 + t2/ν) of the t density. For larger values, an asymptotic inverse Cornish‑Fisher type expansion about normal deviates is used.
Comments
Informational Error
Type
Code
Description
4
3
TIN is set to machine infinity since overflow would occur upon modifying the inverse value for the F distribution with the result obtained from the inverse β distribution.
Example
In this example, we find the 0.05 critical value for a two‑sided t test with 6 degrees of freedom.
 
USE TIN_INT
USE UMACH_INT
IMPLICIT NONE
INTEGER NOUT
REAL DF, P, T
!
CALL UMACH (2, NOUT)
P = 0.975
DF = 6.0
T = TIN(P,DF)
WRITE (NOUT,99999) T
99999 FORMAT (' The two-sided t(6) 0.05 critical value is ', F6.3)
END
Output
 
The two-sided t(6) 0.05 critical value is 2.447
Published date: 03/19/2020
Last modified date: 03/19/2020