R 3
Visualisation, data exploration, cluster analysis & SEM – 2 days
This course will teach you how visually explore data in R, and how to create great-looking graphics using the powerful ggplot2 package. We´ll also discuss cluster analysis, including hierarchichal and centroid-based methods, and factor analysis and structural equation models (SEM), used to measure and analyse the relationship between observed and hidden variables.
Topics covered include outlier detection, visualisation of trends, and multivariate data. It also covers dimension-reduction of complex data using principal component analysis (PCA). Cluster analysis is used to find subgroups in exploratory analyses of your data. SEM allows us to study causal relationships between variables in our data and latent (unobservable) variables, such as difficult-to-measure attitudes.
Prerequisites: R1 or similar.
Kursinformation
R 3
Course length: 2 days
Language: English
Hours: 09:00-16:30 (CET)
Price: 12 500 SEK excluding VAT
Majrabatten – Få 30% rabatt vid kursbokningar.
Gäller alla våra utbildningar under 2023.
Kurstillfällen
10-11 okt 2023
Online
5-6 dec 2023
Online
Förhandsbokning
(obestämt datum)
Program
Visualisation & data exploration
VISUALISATION
Visualising distributions
Outlier detection
Trends
Heatmaps
Complex and multivariate data
DIMENSION REDUCTION
Principal component analysis (PCA)
Cluster analysis & structural equation models
CLUSTER ANALYSIS
Hierarchical cluster analysis
Centroid-based clustering
FACTOR ANALYSIS
Exploratory factor analysis
Confirmatory factor analysis
Structural equation models
Information & Frågor
Questions?
Send us an email or Call us
Online course
All our online courses are instructor-led and on the Zoom video platform. Course literature and exercises are either distributed in conjunction with the course or delivered through mail well in advance before the course. This information and and other important instructions are found in your booking confirmation after a reservation is made.
Onsite courses
The address and any additional information is announced in an invitation email send out the week before the course. Course literature and exercise material are distributed onsite. Make sure you have access to a computer with the current program installed for the course.
Booking terms
Statistikakademin has the right to cancel any course in the event of an insufficient number of participants. In case of that happening, you will of course be offered a new course date or be fully compensated. You have the right to rescedule and change course dates up to 15 days before the start of the course. If something comes up last minute and you are not able to attend, you can of course send a colleague instead.
Kursledare
Måns Thulin
Uppskattad utbildare med stor statistisk bredd
Måns Thulin jobbar som konsult och föreläsare inom statistik, maskininlärning och artificiell intelligens. Bland hans klienter finns storbolag, myndigheter, startups och forskare. Genom att använda avancerad statistisk analys har han löst problem inom en rad olika områden, från antibiotikaresistens till kärnbränsle, från mjölkningsrobotar till personalfrågor, från diskbråck till musikvideor. Han har tio års erfarenhet av undervisning vid Uppsala Universitet och är sedan januari 2018 även gästlektor vid University of Edinburgh. Måns pedagogiska målsättning är att hjälpa alla kursdeltagare att förstå statistikens metoder – statistik ska kännas logiskt och inte som svartkonst.
Köp flera kurser samtidigt och få rabatt!
Boka flera datum själv, köp kurser och ha innestående eller gå tillsammans med en kollega.
2 kurser
10%
På båda kurserna
3 kurser
15%
På alla kurserna
4 kurser
20%
På alla kurserna