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, factor analysis and structural equation models (SEM), used to measure and analyse the relationship between observed and hidden variables, as well as mediation analysis.
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. Mediation analysis is used to understand the mechanism behind causal relationships.
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
Kurstillfällen
19-20 mar 2024
Online
29-30 maj 2024
Online
Förhandsbokning
(obestämt datum)
Program
Visualisation & data exploration
Visualisation
Dimension reduction with PCA
Cluster analysis & structural equation models
Cluster analysis
Factor analysis
SEM
Mediation analysis
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 tolv års erfarenhet av undervisning vid bland annat Uppsala universitet och University of Edinburgh och är författare till den populära läroboken Modern Statistics with R. Måns pedagogiska målsättning är att hjälpa alla kursdeltagare att förstå statistikens metoder – statistik ska kännas logiskt och inte som svartkonst.
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10%
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3 kurser
15%
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4 kurser
20%
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