On Demand and Recorded courses
These webinar recordings are available for anyone to purchase. Please check the public course listing if you'd prefer to attend a live event. If you have any questions please don't hesitate to get in touch.
Analysis of consumer data - C01 - Basic stats refresher
Remote training
Virtual option available
This course is a pre-recorded session and is a refresher for analysis of consumer research data
Analysis of consumer data - C02 - Considerations when planning your study
Remote training
Virtual option available
This course is a pre-recorded session and is a refresher for the Statistical analysis of consumer data course series.
Analysis of consumer data - C1 - Liking scale data - are my products liked differently? (On Demand)
Remote training
Virtual option available
Comparing data distributions, are mean scores detected as different? This course is an on demand version, not a live session. Details of the live session are on the website under 'Public courses'
Analysis of consumer data - C2 - Key drivers analysis & simple modelling - what product attributes most impact consumer acceptance? (On Demand)
Remote training
Virtual option available
Measuring and modelling relationships between variables. This course is not a live session, but an on demand recording with workshops and data for you to download
Analysis of consumer data - C3 - Mapping products and visualising relationships between many variables using maps (PCA) (On Demand)
Remote training
Virtual option available
Principal components analysis for visualising product differences over many variables. This course is not a live session, it is a recorded on demand session, with course materials to download
Analysis of consumer data - C4 - Who wants what? Clustering consumers using their product liking data (On Demand)
Remote training
Virtual option available
Data requirements and pre-processing. The two main techniques, Hierarchical Clustering (AHC) and K-Means Clustering explained and compared. This course is not a live session - it is on demand
Analysis of consumer data - C5 - Improving & understanding your cluster solution to make better decisions (On demand)
Remote training
Virtual option available
Data quality checking for non discriminators, order effects, identifying outliers and non conformers, internal preference mapping. This course is an on demand version, not a live session.
Analysis of consumer data - C6 - Who likes what? Demographic segmentation of product acceptability (On Demand)
Remote training
Virtual option available
Do different demographics like different products? Are my liking clusters defined by demographics? On demand version!
Analysis of consumer data - C7 - Analysing "Just About Right" (JAR) scales for product optimisation (On demand)
Remote training
Virtual option available
Do my products differ by JAR scale? Do these diagnostics impact liking? Watch our on demand training and join in with the workshops in your own time
Analysis of consumer data - Module C8 - Using categorical variables to drive insights using correspondence analysis (CA) mapping (On Demand)
Remote training
Virtual option available
How the technique works, interpretation of maps etc Watch our on demand training and join in with the workshops in your own time
Analysis of consumer data - C9 - Using "Check All That Apply" (CATA) scales to understand consumer product choices (On Demand)
Remote training
Virtual option available
Which CATA questions discriminate between sample? Visualising product difference in the CATA space using correspondence analysis.
Analysis of consumer data - C10 - Other scales, comparing products using "Rate All That Apply" (RATA), ranking and proportion data (On Demand)
Remote training
Virtual option available
Comparing product performance using percentage measures and Rate all that apply (RATA). Watch the video in our on demand training and join in with the workshops in your own time.
Analysis of consumer data - C12 - Further mapping methods, combining data from different sources on the same products (On Demand)
Remote training
Virtual option available
MFA, GPA and STATIS. Applications to measuring brand effects and analysis of napping data.
Analysis of consumer data - C13 - Predicting product performance from existing data using machine learning methods - Partial Least Squares (PLS) modelling (On Demand)
Remote training
Virtual option available
Technique to build models to predict one block of correlated data from another. Applications covered include models to predict liking (from sensory/analytic data) or to predict sensory from data.
Analysis of consumer data - C14 - Combining data sets to visualise the link between product characteristics & preferences - External preference mapping (On Demand)
Remote training
Virtual option available
A graphical technique to visualise how liking (by individual consumer or on average) varies over a product space and to thus predict “sweet spots” in the sensory space.
Analysis of consumer data - C15 - Looking at product differences using "Rapid" consumer methods: free sorting tasks (On Demand)
Remote training
Virtual option available
Design of studies, number of samples/number of assessors, analysis using multidimensional scaling and cluster analysis. Hierarchical sorting to gain more insights.
From Texts to Trends - Analysis of Text Data
Online
Virtual option available
On demand training webinar to learn useful ways to quickly and easily summarise visualise and report text data, using the Qi TextVisualiseR app (course price includes 6 month access to software).
Conjoint Analysis using XLSTAT - access to recording of live session
Remote training
Virtual option available
This short course delivered online will help sensory and consumer scientists to understand how statistical techniques will improve the efficiency and outcomes of their choice experiments.
Discrimination Webinar (access to recording only)
Webinar recording
This webinar helps sensory and consumer scientists to decide which discrimination tests to consider based on their objectives and how to analyse the data obtained.
Sensory Methodologies Webinar (access to recording only)
Webinar recording
In this seminar Thierry Worch discusses and compares the 12 most common methods for analysing sensory and consumer data.
Bayesian Networks Webinar (Access to recording only)
Webinar recording
Do you want to understand how you could use Bayesian Networks? Find out what they are, understand the terminology and see some examples.