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In: Statistics and Probability

Use R code Create a vector V with 8 elements (7,2,1,0,3,-1,-3,4): Transform that vector into a...

Use R code

Create a vector V with 8 elements (7,2,1,0,3,-1,-3,4):

  1. Transform that vector into a rectangular matrix A of dimensions 4X2 (4- rows, 2-columns);
  2. Create a matrix transpose to the above matrix A. Call that matrix AT;
  3. Calculate matrix products: A*AT and AT*A. Present the results. What are the dimensions of those two product matrices;
  4. Square matrixes sometimes have an inverse matrix. Try calculating inverse matrices (or matrixes, if you prefer) of above matrices (matrixes) A*AT and AT*A;
  5. Extend the above vector V with the ninth number of value -2. Do it elegantly by concatenating two vectors!;
  6. Transform that extended vector into a 3X3 matrix B.
  7. Calculate the inverse matrix of matrix B. Call it Binv. Demonstrate that the product of B and Binv is the same as the product of Binv and B and is equal to what?
  8. Determine the eigenvectors of matrixes B;
  9. Construct a new matrix C which is made by using each eigenvector of matrix B as a column. Calculate the product of matrix C and matrix B and the product of matrix B and C. Is there any significance to the elements of the product matrixes;
  10. Transform matrix B into a matrix with names columns and named rows;
  11. Transformed that fully “named” matrix into a data.frame;
  12. Ask the object you just created what is its class().

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