Genetics is among the most rewarding fields of biology for the theoretically inclined, offering both room and need for modeling approaches in the light of an abundance of experimental data of different kinds. Many aspects of the field are today understood in terms of physical and chemical models, joined by information theoretical descriptions. This thesis discusses different mechanisms and phenomena related to genetics, employing tools from statistical physics along with experimental biomolecular methods. Five articles support this work. Two articles deal with interactions between proteins and DNA. The first one reports on the properties of non-specific binding of transcription factors proteins in the yeast Saccharomyces cerevisiae, due to ...