For example, which genes determine that a dog more active than average? If so, which method is used to detect the connection?
There are some such tests and research results. See for example:
http://www.instituteofcaninebiology.org/blog/genetics-behavior-and-puppy-temperament-testing
and
Article Canine Behavioral Genetics: Pointing Out the Phenotypes and ...
or this thesis:
https://pdfs.semanticscholar.org/0287/c2ca0236d3c5cea6191068504685de217b64.pdf
or look for the following paper in Google:
Mia Persson - 2013 - Behaviour genetics in the domestic dog.pdf
and the references mentioned in these papers.
I suggest Logical Analysis of Data as a potential new method for the analysis.
Logical Analysis of Data (LAD) can select combinations of genes which can be responsible for certain behaviors. It is not a complete evidence. However, it can detect the cases which are worth to investigate. One behavior can have several combinations.
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