Multivariate Statistics - Mapping Products and Visualising Relationships Between Many Variables, 5th June 2025
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Multivariate Statistics – Mapping Products and Visualising Relationships Between Many Variables, 5th June 2025

Product code: HOCS-C3-C11

Online training

June 5, 2025 - June 5, 2025

Virtual option available

1300 -1500 hrs: Module C3 – Analysis of Consumer Data: Mapping Products and visualising relationships between many variables (PCA)

Principal components analysis for visualising product differences over many variables. Topics covered:

  • Measuring inter relationships using covariance and correlation – key differences
  • Principal component analysis – how it works a graphical explanation 
  • Key outputs interpretation 
  • Covariance v correlation PCA 
  • Overlaying supplementary observations and variables – simple preference mapping 
  • Rotating components to improve interpretability 

1530 – 1730hrs: Module C11 – Analysis of Consumer Data: Comparing products using  data from more than one source

Three way mapping of Products using different Data Tables. Overview of the two main  techniques MFA, STATIS. Topics covered:

  • Multiple Factor Analysis (MFA) as a technique for mapping different data tables on the same products 
  • Alternative methods – STATIS explained -advantages and disadvantages 

Pre-requisite: familiarity with correlation, variance and covariance  as covered in module C2, and topics covered in statistical refresher module C01 

Software used: XLSTAT (see below)

This is just two modules from the Statistical analysis of consumer data training course. For a full list of course modules have a look at our website here: https://www.qistatistics.co.uk/product-category/training/sensory-consumer/

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$235.40 – $457.73 (Excluding any applicable taxes)

Other course information

You can choose to attend both parts for the whole session, or either one of the separate parts – timings are given above for each. Please indicate this when you book.

This course is a live session, but a recording can also be purchased instead so that the training can be done in your own time (on demand). Please see the ‘Recorded Webinars’ area of the training pages on our website.

Software

You will need the latest version of XLSTAT installed on your computer. If you don’t have a licence you can download a 14-day trial version from the XLSTAT website.

Timing

  • Each module is 2 hours.
  • Start time is 1300 GMT+1 for module C3, and 1530 GMT+1 for module C11

Please check your time zones to make sure the timings are suitable for your country

 

Prices:

  • Just one module (C3 or C11): £200.00 ex VAT
  • Both modules (C3 and C11): £350.00 ex VAT

Discounts:

  • Academic Delegate discount is available or discounts for multiple bookings from one company.
  • Please contact us for more details.