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01-introduction.qmd
01-introduction.qmd
 
 
02-data-structures.qmd
02-data-structures.qmd
 
 
03-vectors.qmd
03-vectors.qmd
 
 
04-vector-operations.qmd
04-vector-operations.qmd
 
 
05-projection.qmd
05-projection.qmd
 
 
06-statistical-application-vectors.qmd
06-statistical-application-vectors.qmd
 
 
07-matrices.qmd
07-matrices.qmd
 
 
10-matrix-addition-subtraction.qmd
10-matrix-addition-subtraction.qmd
 
 
11-matrix-multiplication.qmd
11-matrix-multiplication.qmd
 
 
12-matrix-transposition.qmd
12-matrix-transposition.qmd
 
 
15-matrix-operations-exercises.qmd
15-matrix-operations-exercises.qmd
 
 
21-square-matrices.qmd
21-square-matrices.qmd
 
 
22-properties-of-square-matrices.qmd
22-properties-of-square-matrices.qmd
 
 
23-eigenvalues-and-eigenvectors.qmd
23-eigenvalues-and-eigenvectors.qmd
 
 
24-statistical-application-matrices.qmd
24-statistical-application-matrices.qmd
 
 
30-basis-vectors-and-matrices.qmd
30-basis-vectors-and-matrices.qmd
 
 
32-quadratic-forms.qmd
32-quadratic-forms.qmd
 
 
40-introduction-to-decomposition.qmd
40-introduction-to-decomposition.qmd
 
 
41-lu-decomposition.qmd
41-lu-decomposition.qmd
 
 
42-statistical-application-lu-decomposition.qmd
42-statistical-application-lu-decomposition.qmd
 
 
43-cholesky-decomposition.qmd
43-cholesky-decomposition.qmd
 
 
44-qr-decomposition.qmd
44-qr-decomposition.qmd
 
 
45-spectral-decomposition.qmd
45-spectral-decomposition.qmd
 
 
46-svd-decomposition.qmd
46-svd-decomposition.qmd
 
 
55-regression-important-matrices.qmd
55-regression-important-matrices.qmd
 
 
56-regression-sums-of-squares.qmd
56-regression-sums-of-squares.qmd
 
 
57-regression-se-and-inference.qmd
57-regression-se-and-inference.qmd
 
 
58-regression-assumptions.qmd
58-regression-assumptions.qmd
 
 
60-solving-systems-of-equations.qmd
60-solving-systems-of-equations.qmd
 
 
61-statistical-application-regression-estimates.qmd
61-statistical-application-regression-estimates.qmd
 
 
99-references.qmd
99-references.qmd
 
 
Icon
Icon
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
_quarto.yml
_quarto.yml
 
 
index.qmd
index.qmd
 
 
matrix-algebra-cheetsheet.key
matrix-algebra-cheetsheet.key
 
 
matrix-algebra.Rproj
matrix-algebra.Rproj
 
 
matrix-algebra.rds
matrix-algebra.rds
 
 
now.json
now.json
 
 

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matrix-algebra

Matrix Algebra for Educational Scientists Book

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Matrix Algebra for Educational Scientists Book

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