Getting Started
Importing Data into R
Functions and Their Graphs
A Piecewise-Defined Function. A Step Function. Polar Coordinates. Parametric Equations. Geometric Definition of a Parabola. Functions that Return a Function. Phythagorean Triples and a Checkerboard Plot.
Graphing
Graphing Functions. Scatter Plots. Dot, Pie, and Bar Charts. A look for loops. Boxplot with a Stripchart. Histogram.
Polynomials
Basic Polynomial Operations. The LCM and GCD of Polynomials. Illustrating Roots of a DegreeThree Polynomial. Creating Pascals Triangle with Polynomial Coefficients. Calculus with Polynomials. Taylor Polynomial of Sin(x). Legendre Polynomials.
Sequences, Series, and Limits
Sequences and Series. The Derivative as a Limit. Recursive Sequences.
Calculating Derivatives
Symbolic Differentiation. Finding Maximum, Minimum, and Inflection Points. Graphing a Function and Its Derivative. Graphing a Function with Tangent Lines. Shading the Normal Density Curve Outside the Inflection Points.
Riemann Sums and Integration
Riemann Boxes. Numerical Integration. Numerical Integration of Iterated Integrals. Area Between two Curves. Graphing an Antiderivative.
Planes, Surfaces, Rotations, and Solids
Interactive: Surface Plots. Interactive: Rotations around the x-axis. Interactive: Geometric Solids.
Curve Fitting
Exponential Fit. Polynomial Fit. Log Fit. Logistic Fit. Power Fit.
Simulation
A Coin Flip Simulation. An Elevator Problem. A Monty Hall Problem. Chuck-A-Luck. The Buffon Needle Problem. The Deadly Board Game.
The Central Limit Theorem and Z-test
A Central Limit Theorem Simulation. Z Test and Interval for One Mean. Z Test and Interval for Two Means.
The T-Test
T Test and Intervals for One and Two Means. Paired T-Test. Illustrating the Meaning of a Confidence Interval Simulation.
Testing Proportions
Tests and intervals for One and Two Proportions. Illustrating the Meaning of Simulation.
Linear Regression
Multiple Linear Regression.
Nonparametric Statistical Tests
Wilcoxon Signed Rank Test for a Single Population. Wilcoxon Rank Sum Test for Independent Groups. Wilcoxon Signed Rank Test for Dependent Data. Spearmans Rank Correlation Coefficient. Kruskal-Wallis one-way analysis of variance.
Miscellaneous Statistical Tests
One-way ANOVA. Stacking Data. Chi-Square Tests. Testing Standard Deviations.
Matrices
Eigenvalues, Eigenvectors and other Operations. Row Operations.
Differential Equations
Newtons Law of Cooling. The Logistic Equation. Predator-Prey Mode.
Some Discrete Mathematics
Binomial Coefficients, Pascals Triangle, and a Little Number Theory. Set Theory. Venn Diagrams. Power Set, Cartesian Product, and Intervals. A Cantor Set Example. Graph Theory. Creating and Displaying Graphs. Random Graphs. Some Graph Invariants.
