Видео

Using wireshark to capture ntp on MacOS X

Using wireshark to capture ntp on windows

Simulate idealized batting to study hitting steaks. Using R functions, matrices, and simulation.

A demonstration of using R to simulate a permutation test, in this case gender equity. Also, the famous Lady Tasting Tea scenario.

An exercise in simulating dealing from a deck of cards in R and looking at the empirical probabilities from the experiment.

Using R to fit a logistic regression using GLM (Generalized Linear Models)

An introduction to the exponential family of distributions and showing examples to Gaussian, Poisson, and Binomial. Using these to introduce generalized linear models.

Partial Least Squares example analysis using R

Using R to perform basic matrix operations: multiply, transpose, inverse in order to compute linear regression estimates.

A detailed analysis using JMP to do detailed statistical analysis in simple linear regression, perform a log transformation, and refit model omitting an outlier.

A brief introduction to simulating data and using a monte carlo simulation to explore simple linear regression in R

Example of Simple Linear Regression using JMP

An example Simple Linear Regression in R, also the use of jitter on a scatterplot

Using Excel to demonstrate how to compute least squares line by hand

Least Squares Estimates for Simple Linear Regression

Scatterplots and introduction to our analysis tools