Data collected between February 2006 and February 2007 with an O3 and PM-2.5 monitor in Lebec, California are analyzed. In this paper we analyze the data using simple least squares imputation, and an additive main effect model to look at the effects of mont-of-the-year, day-of-the-week, and hour-of-the-day.