Table of Contents
1. An Introduction to Matrices and Arithmetic Operators pg. 2
a. Matrices pg. 2
b. Operators pg. 4
2. Basic Statistical Commands pg. 7
3. Hypothesis Testing pg. 9
a. Z-test pg. 9
b. T-test pg. 10
c. Two-sample t-test pg. 10
d. ANOVA pg. 11
4. Bootstrap pg. 13
5. Plotting with Matlab pg. 14
6. Regression and Curve-fitting pg. 16
a. Command-based Regression pg. 16
i. Setting up the Design Matrix by Hand pg. 16
ii. Using polyfit pg. 17
b. Graphical-based Regression pg. 18
c. Curve fitting tool pg. 19
7. Working with Probability Distributions pg. 22
a. CDF pg. 22
b. Parameter Estimation pg. 23
c. Quantiles pg. 23
d. Loglikelihood pg. 24
e. PDF pg. 25
f. Random number generation pg. 25