This paper makes a number of contributions to the understanding of minimum variance portfolio (MVP) risk. First, it presents several results connecting changes in MVP risk to changes in portfolio asset volatilities and correlations. Second, it explores the efficacy of three alternative methods of attributing changes in MVP risk to either changes in asset volatility or changes in asset correlati...