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  • July 30, 2023
  • Statistics

Understanding the p-value in statistics | Measure of evidence against the null hypothesis

P- value Distribution when Ho is true In statistics, the p-value is a measure of the strength of evidence against the null hypothesis (Ho) In statistics, the...
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  • John Rhodes
  • July 30, 2023
  • Linear Algebra

Understanding the Properties of Matrix Multiplication for Basis Determination | Debunking a False Statement

If A is a 7 × 7 matrix and the columns of A^10 form a basis for R7, then the columns for A itself also form a...
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  • John Rhodes
  • July 30, 2023
  • Linear Algebra

The Importance of Matrix Span and Matrix Multiplication in Linear Algebra | Analyzing the Span of the Columns of A^5

If A is a 5 × 5 matrix whose columns span R5, then the columns of A^5 also span R5. (T/F) The statement is true The statement...
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  • John Rhodes
  • July 30, 2023
  • Linear Algebra

The Linear Dependence of the Columns in Matrix A^25 | A Counterexample

If A is a 4×4 matrix, then the columns of A^25 are linearly independent. (T/F) The statement is true The statement is true. To understand why, let’s...
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  • John Rhodes
  • July 30, 2023
  • Linear Algebra

Understanding the Trivial Solution of the Equation A^3x = 0 in Systems of Linear Equations

If A is an n × n matrix for which the equation Ax = b has at least one solutions for every b ∈ R n, then...
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  • John Rhodes
  • July 30, 2023
  • Linear Algebra

Proving the Positive Semidefiniteness of AA^T | Mathematical Analysis of Eigenvalues and Determinants.

. For all n × n matrices A, det(AA^T ) ≥ 0. (T/F) The statement is true The statement is true. To prove this, let’s begin by...
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  • John Rhodes
  • July 30, 2023
  • Linear Algebra

Understanding Eigenvalues | The Truth about Real Eigenvalues for 2 × 2 Matrices

Every 2 × 2 matrix has at least one real eigenvalue. (T/F) The statement “Every 2 × 2 matrix has at least one real eigenvalue” is true...
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  • John Rhodes
  • July 30, 2023
  • Linear Algebra

Understanding Matrix Invertibility | Can the Product of Non-Square Matrices A and B be Invertible?

There exists a 2 × 3 matrix A and a 3 × 2 matrix B such that the product AB is invertible. (T/F) False False. In order...
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