Response analysis
42 articles
Response Analysis
What is linear statistical modelling?
Introduction to linear statistical modelling for DOE
Model fundamentals, and what does linear mean anyway?
Putting it together: the modelling loop
Before you start modelling, visualize your data
Why is visualizing your data a great place to start?
How to create plots of your data
How to create plate maps of your data
Identifying significant effects and fitting models
Choosing the effects to include in your model
The Find Effects Tab
What does Find Effects do?
Statistical Reference for Find Effects
How to find significant effects
How to manually adjust effects of interest
How to use significant effects plots
Fitting a stepwise regression model
What are stepwise regression models?
The statistics behind stepwise regression models
Fitting a LASSO regression model
What are LASSO regression models?
The statistics behind LASSO regression models
Assessing your model quality
Validating Your Model
The statistics behind model diagnostics
Improving your model iteratively
Fixing Model Validation Issues: Transformations and Row Sets
The statistics behind transformations
How to select and save subsets of my data
How to apply and save a predefined transform to my data
How to perform predefined column based calculations to my data
How to apply and save a custom transform to my data
Exploring your models and making predictions
What can you use your models for?
The Statistics Behind Model Prediction
How to predict the best conditions from your model
How to predict the best conditions from multiple models
How to use your model to decide on next steps
Browsing Models
Statistical Reference for Browse Models
Blocking factors