The Collaborative International Dictionary of English v.0.48:
Nonattendance \Non`at*tend"ance\, n. A failure to attend; omission of attendance; nonappearance. [1913 Webster]WordNet (r) 3.0 (2006):
nonattendance n 1: the failure to attend [ant: attendance, attending]