What is the purpose of this matrix operator?

In summary, the conversation is about an operator in the context of an econometrics paper from 1986. The operator is seen in an equation involving a square matrix and a matrix with different dimensions. The conversation also suggests that the operator may be related to the generalized linear array model and the Kronecker product. Further context from linear models may provide a better understanding of the operator's function.
  • #1
operationsres
103
0
Hi,

w1e7w2.png

A fuller view can be found here:
4q56c0.png


(i) What is this operator?
(ii) What does this operator mean if Sp is a 5x5 matrix and (Z'Z)-1 is a 3x3 matrix?Thanks a lot.
 
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  • #2
Hey operationsres.

Can you give the context for this notation? Where did you see it? A book? A website? Are you taking a class on something?
 
  • #3
(1) This is from an econometrics paper "An Approach to Statistical Inference in Cross-Sectional Models with Security Abnormal Returns As Dependent Variable" published in 1986.

(2) Here's the context of the equation:
http://i49.tinypic.com/4q56c0.png

Note that Sp is necessarily a square matrix, as is (Z'Z)^-1 however they are different dimensions...
 
  • #5
Oh awesome if you're right. Kind of like A x B where A and B are sets!

:)
 
  • #6
operationsres said:
Oh awesome if you're right. Kind of like A x B where A and B are sets!

:)

I'd check though in the context of the linear models for the GLAM stuff because that will give you context not just for the equations (and if the operator is that) but also for what it's actually doing which is going to be more important.
 

1. What is a matrix operator?

A matrix operator is a mathematical function that operates on matrices. It takes in one or more matrices as inputs and produces a new matrix as an output. It can perform operations such as addition, multiplication, inversion, and more.

2. How does a matrix operator work?

A matrix operator works by applying a specific operation to each element of the input matrices. For example, in matrix addition, the operator adds the corresponding elements of the two matrices together to create a new matrix. The specific rules for each operator may vary, but they all follow a similar principle of manipulating the elements of matrices.

3. What is the purpose of using a matrix operator?

The purpose of using a matrix operator is to simplify and streamline complex mathematical operations involving matrices. It allows for more efficient and accurate calculations, especially when dealing with large matrices. It is also a useful tool in various fields such as engineering, physics, computer science, and more.

4. What are some common examples of matrix operators?

Some common examples of matrix operators include addition, subtraction, multiplication, division, power, inverse, transpose, and determinant. These operators have various applications in different fields of mathematics and science, making them essential tools for problem-solving and data analysis.

5. Are there any limitations to using matrix operators?

Yes, there are limitations to using matrix operators. One limitation is that the input matrices must have the same dimensions for certain operations to be performed, such as addition and subtraction. Additionally, some operations may not be applicable to certain types of matrices, such as non-square matrices for finding determinants. It is important to understand the rules and limitations of each operator before using them in calculations.

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