Christina Knudson (Dr. Knudson)
Videos for a few undergraduate courses, including probability and mathematical statistics (statistical theory). All videos were recorded by Dr. Christina Knudson (formerly known as Professor Knudson).
Calculus: Radius of Convergence for the Taylor Series Expansion of the Natural Log
Calculus: Radius of Convergence for a Taylor Series Example 1 (e^x)
Calculus: Differentiating Taylor Series
Calculus: Integrating Taylor Series
Calculus: Creating a new Taylor Series by Substitution
Calculus: Taylor Series Introduction
Calculus: Radius of Convergence
Calculus: Radius of Convergence for a Power Series (Example)
Calculus: Convergence of Power Series (Radius of Convergence, Interval of Convergence)
Calculus: Ratio Test for Series Convergence
Calculus: Series Convergence
Calculus: Geometric Series
Calculus: Sequence Convergence
Calculus: Introduction to Sequences
Using L'Hopital's Rule to Evaluate Limits
Calculus Techniques of Integration: Partial Fractions
Calculus Techniques of Integration: Trig Substitution (Completing the Square + Tangent Substitution)
Calculus Techniques of Integration: Integration by Parts
Calculus Techniques of Integration: Integration by Parts (Another Example)
Calculus Techniques of Integration: Trig Substitutions (Another Example)
Calculus Technique of Integration: Trig Substitution
Calculus Techniques of Integration: U-Substitution
Multiple Linear Regression Part IV: Mean Squared Error, R-squared, and Adjusted R-squared
Multiple Linear Regression Part III: Inference for One Regression Coefficient
Multiple Linear Regression Part II: Properties of the Regression Estimator
Multiple Linear Regression Part I: Notation and Dimensions
Simple Linear Regression with Matrix Notation
Basic Games of Chance
Measuring Racial Inequities in Health Care Outcomes: Prostate Cancer in the U.S. by Holly Hartman
1. Confidence Interval 101