Carcinogenicity tests involve a combination of in vivo and in vitro methods. In vivo tests are typically conducted on rodents over extended periods to observe the development of tumors. In vitro methods often include assays like the Ames test, which assesses the mutagenicity of a compound as an indicator of carcinogenic potential.