Introduction to Correlation Analysis and Principal Components – recording of live session
Product code: R-Corr-PCA-rec
Virtual option available
For those that missed the live event, we are recording some of our webinars and making them available to purchase, along with the course materials and email support offered at the live event. The remote learning package consists of a recorded lecture delivered online by one of the Qi Statistics team, together with a workshop for you to complete in your own time (solutions and data sets provided), plus a pdf of the lecture notes and email support whilst you are completing the workshop after the course for up to 2 weeks. More than just a recorded webinar and as close to face-to-face training as it can be!
This module focuses on the statistical techniques for examining and summarising the relationships between attributes, using correlation and principal components analysis.
The course content is as follows:
- Measures of correlation
- Application to drivers of liking
- Linear measures – checking for curvature (Qi Rshiny App)
- Principal Component Analysis
- How it works
- Covariance or correlation – which to use?
- Key outputs to look at
- Interpreting the maps correctly
- Adding supplementary variables (Simple preference mapping)
Exercises with solutions and interpretation will be provided using XLSTAT Correlation Tests, Scatter plots and Principal Component Analysis.
To be able to perform the exercises you will need a full demo-version of XLSTAT (or licensed copy of XLSTAT Basic version).
Length of Session:
Approx 1.5hr + workshops to be completed in your own time
A basic understanding of statistics is assumed i.e. knowledge of statistical terminology and summary measures such as mean, variance, standard deviations.
This short course is based on the face-to-face training developed with Hal MacFie for sensory and consumer scientists, but instead offered in bite-size chunks redesigned for online learning, as part of a remote training package. You can sign up for as many or as few modules as you wish. They have been created to be delivered stand alone, although some may have pre-requisites regarding assumed statistical knowledge, so check the course details before booking!
- After you complete your purchase you will receive an email with a link and password for the session.
- A pdf of course notes and any other required course materials will be sent to you for you to print off
$294.25 – $326.95 (Excluding any applicable taxes)