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STATISTICS - All these specific questions with no obvious answer: use data simulation!

When Feb 01, 2023
from 01:15 PM to 04:45 PM
Where room 400, Tennenbacherstraße 4, 4th floor
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This workshop is part of a series (1-4) and addresses PhD students with an advanced level of statistics. Each session can be booked independently.

 

Question

All these specific questions with no obvious answer: use data simulation!

Are my data too unbalanced? Why is my P-value not in line with the estimates? Is R2 useful when the AIC is very high, and can I use this model type? and so on and so on...

It is impossible to answer all these specific questions generally. There is, however, a (somewhat cumbersome) solution: simulate your data and with this full control over the truth, explore whether you modelling approach works!

We will do this at different levels of R competence, from simple simulations to more involved ones.

And we have a lot of things to check, not least whether indeed always the strong effects come through no matter how you analyse your data.

This workshop is part of a series (1-4) and addresses PhD students with an advanced level of statistics.

 

Facilitator: Prof. Carsten Dormann (Chair of Biometry and Environmental System Analysis)

Number of participants:  minimum 6 - maximum 10

Registration deadline: January 25

Registration: here

Cancellation Policy:read here