Tutorials

The tutorials and their data files are also available within Stat-Ease via the Help menu.

The One-Factor Categoric tutorial is the best place to start for new users of the program.

For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.

The Mixture Designs tutorial is recommended for all formulators to learn about the fundamentals of mixture design in Stat-Ease.

Download .zip of all tutorials in PDF

Tutorials

Data File

One-Factor Categoric

bowling.dxpx

One-Factor Categoric Pt. 2

bowling.dxpx

Multilevel Categoric

battery.dxpx

Multilevel Categoric Pt. 2

battery.dxpx

Two-Level Factorial

filtrate.dxpx

Foldover Designs

biker.dxpx

Split-Plot Two-Level Factorial

PCR.dxpx

Split-Plot General Multilevel-Categoric Factorial

pulp.dxpx

One Factor RSM

drive.dxpx

One Factor RSM Pt. 2

drive.dxpx

Multifactor RSM

rsm.dxpx

Multifactor RSM Pt. 2

rsm-a.dxpx

Multifactor RSM Pt. 3

RSM Split-Plot

airfoil.dxpx

Mixture Designs

mix.dxpx

Mixture Designs Pt. 2

mix-a.dxpx

Optimal Numeric

wheat.dxpx

Combined Mixture-Process

fish.dxpx

Optimal Categoric

peel.dxpx

Historical RSM

longley.dxpx

Historical RSM Pt. 2

Combined Split-Plot

lady-baltimore.dxpx

Logistic Regression

sam-firing-tests.dxpx

Logistic Regression (Mixture)

polymer-column.dxpx

Poisson Regression

antiseptic.dxpx

Modify Design Space

reactive-extrusion.dxpx

Tutorials (Stat-Ease 360® Only)

Data File

Gaussian Process Models

gas-station.dxpx

Python Introduction

multiple-plots.py

RSM with Random Blocks

shear-strength.dxpx

Weibull Regression with Python

ball-bearings.dxpx

Weibull Regression Script

weibull-regression.py