Variance of Mantel statistic

Calculation of expected value and permutational variance for the Mantel statistic for use in an asymptotic approximation of the t-test; see Mantel (1967) for more details.

 

 

image258.gif, sum of all matrix elements

 

image259.gif, sum of the square of all matrix elements

 

image260.gif, sum of the product of each element and its transpose element

 

image261.gif, sum of the square of the row sums

 

image262.gif, sum of the square of the column sums

 

image263.gif, sum of the product of each row sum and corresponding column sum

 

image264.gif, square of the sum of all matrix elements

 

image265.gif

 

image266.gif

 

image267.gif

 

image268.gif

 

Mantel statistic  image269.gif

 

Expected Mantel statistic  image270.gif

 

 

Permutational variance of Mantel statistic

 

image271.gif

 

Asymptotic approximation of t-test,  image272.gif