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Introduction to modern statistics
R - 1 day
In this course, you’ll learn about two fundamental tools in statistical analysis: hypothesis tests and confidence intervals. We’ll also discuss important concepts like p-values, power, and sample size calculcations.
Classical statistical tests like the t-test, nonparametric tests and the chi-squared test are covered, along with modern computer-intensive methods like the bootstrap. The latter allows us to obtain p-values and confidence intervals without many of the constraints of traditional methods (such as requiring that the data follow a normal distribution), bringing your statistical toolbox up to the 21st century.
Course goals: To understand the basics of hypothesis testing and confidence intervals and be able to use R for running and computing common tests and intervals.
Prerequisites: Introduction to R or similar.
Kursinformation
Introduction to modern statistics
Course length: 1 day
Language: English
Hours: 09:00-16:30 (CET)
Price: 8 500 SEK excluding VAT
Kurstillfällen
11 dec 2024
Uppsala
22 jan 2025
Online
19 mar 2025
Online
21 maj 2025
Uppsala
Förhandsbokning
(obestämt datum)
Program
STATISTICAL CONCEPTS
Hypothesis testing
p-values
Power
Confidence intervals
Sample size calculcations
CLASSICAL STATISTICAL METHODS
t-tests
chi-squared tests
Confidence intervals for proportions
MODERN STATISTICAL METHODS
Permutation tests
The bootstrap
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
Appreciated educator with extensive statistical expertise
Måns Thulin works as a consultant and lecturer in statistics, machine learning, and artificial intelligence. His clients include large corporations, government agencies, startups, and researchers. By using advanced statistical analysis, he has solved problems in a wide range of areas, from antibiotic resistance to nuclear fuel, from milking robots to HR issues, from herniated discs to music videos. He has twelve years of teaching experience at institutions such as Uppsala University and the University of Edinburgh. Måns is also the author of the popular textbook Modern Statistics with R. His educational goal is to help all course participants understand statistical methods – statistics should feel logical, not like black magic.
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