High Quality Content by WIKIPEDIA articles! Greatest Hits: My Prerogative is the first greatest hits album from American singer Britney Spears, released on November 1, 2004 by Jive Records. The compilation was released in two different formats, a standard edition and a limited edition containing a bonus disc with remixes. A compilation DVD of the same name was released to accompany the audio versions. The album includes three new tracks, a cover of Bobby Brown`s "My Prerogative", "Do Somethin`" and "I`ve Just Begun (Having My Fun)", which was released digitally in August 2004. Critics gave Greatest Hits: My Prerogative mixed reviews. Some felt that it was an accurate portrayal of Spears as the defining figure of American pop culture, while others stated that she did not have enough material for a compilation and also deemed it as premature.