Statistical genetics broadly refers to the development and application of statistical methods to problems arising in genetics. Genetic data analysis covers a broad range of topics, from the search for the genetic background affecting manifestation of human diseases to understanding genetic traits of economic importance in domestic plants and animals. The nature of genetic data has been evolving rapidly, particularly in the past decade, due mainly to ongoing advancements in technology.