Figure 7: Multiple linear regression analysis (MLR) calculated to examine quantitative relationships between linear combinations of the dependent variable log (1/LD50) and the predictor variables (structure and molecular properties). Plot of calculated versus experimental log (1/LD50) of insecticidal activity of aldehyde and ketone compounds against cockroaches.