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See the recommended documentation of this function

Aide Scilab >> Statistiques > samplef

samplef

sample with replacement from a population and frequences of his values.

Calling Sequence

s = samplef(n,X,f,orient)

Arguments

n

positive integer (size of sample)

X

matrix. Samples will be extracted from this matrix

f

positive integer matrix with same type than X. It indicates frequences of corresponding values of X.

orient

Optional parameter. Admissible values are 1, 2, 'r' or 'c'

s

vector or matrix containing sample

Description

This function gives s, a vector of lenght n. It contains a sample of n extractions, with replacement, from the vector (or matrix) X, each element counted with the frequence given by the corresponding value in vector f.

s=samplef(n,X,f) (or s=samplef(n,X,f,'*')) returns a vector s whose values are a random sample of n values from X, each value with a probability to be sampled proportional to the corresponding value of f, extracted with replacement, from X. f must have same lenght than X.

s=samplef(n,X,f,'r') (or, equivalently, s=samplef(n,X,f,1)) returns a matrix of type size(X,'r')xn. It contains a random sample of n rows from X, each row with a probability to be sampled proportional to the corresponding value of f, extracted with replacement, from the rows of X. The lenght of f must be equal to the number of rows of X.

s=samplef(n,X,f,'c') (or, equivalently, s=samplef(n,X,f,2)) returns a matrix of type nxsize(X,'c'). It contains a random sample of n columns from X, each column with a probability to be sampled proportional to the corresponding value of f, extracted with replacement, from the columns of X. The lenght of f must be equal to the number of columns of X.

Examples

a=[3 7 9;22 4 2]
f1=[10 1 1 1 1 1]
f2=[1 ; 15]
f3=[10 1 1]
s=samplef(15,a,f1)
s=samplef(15,a,f2,'r')
s=samplef(15,a,f3,'c')

See Also

  • sample — Sampling with replacement
  • samwr — Sampling without replacement

Authors

Carlos Klimann

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Last updated:
Wed Oct 05 12:10:58 CEST 2011