Commonly Used Notation

InThe n by n identity matrix
1nThe n by 1 vector of unit elements
OA matrix of appropriate order with all zero entries
ΛiThe ith largest eigenvalue of the matrix under consideration
|A|The determinant of the square matrix A
tr(A)The trace of the square matrix A
A−1The inverse of the matrix A
A1/2The symmetric square root of the matrix A
AA generalized inverse of the matrix A
E(y)Expected value of a random variable or vector y
v(y), var(y)Variance of a random variable y
cov(x, y)Covariance of random variable (vector) x with random variable (or vector) y
D(y)The variance covariance or the dispersion matrix of y
Np (μ, Σ)A p-dimensional normal distribution with mean μ and the variance covariance matrix Σ
Wp (ƒ, Σ)A p-(matrix) variate ...

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