American Mikaela Shiffrin (27) will not take part in the downhills and Super-G events this weekend in Lake Louise, Canada.
Shiffrin's representative told NBC Sports on Tuesday that she decided before the season began not to race at Lake Louise and instead prioritise training in slalom and giant slalom
Shiffrin started the season with two wins in Levi, Finland and has 76 World Cup victories in her career.
World Cup overall champion Shiffrin is six wins behind compatriot Lindsey Vonn (38), who tops the women's list for most World Cup race victories, and 10 behind Ingemar Stenmark (66) of Sweden for the overall record.