Parameters of continuous distributions of effects and rates of spontan
eous mutation for relative viability in Drosophila are estimated by ma
ximum likelihood from data of two published experiments on accumulatio
n of mutations on protected second chromosomes. A model of equal mutan
t effects gives a poor fit to the data of the two experiments; higher
likelihoods are obtained with leptokurtic distributions or for models
in which there is more than one class of mutation effect. Minimum esti
mates of mutation rates (events per generation) at polygenes affecting
viability on chromosome 2 are 0.14 and 0.068, but estimates are stron
gly confounded with other parameters in the model. Separate informatio
n on rates of molecular divergence between Drosophila species and from
rates of movement of transposable elements is used to infer the overa
ll genomic mutation rate in Drosophila, and the viability data are ana
lyzed with mutation rate as a known parameter. If, for example, a muta
tion rate for chromosome 2 of 0.4 is assumed, maximum likelihood estim
ates of mean mutant effect on relative viability are 0.4% and 1%, but
the majority of mutations have very much smaller effects than these va
lues as distributions are highly leptokurtic. The methodology is appli
ed to estimate viability effects of single P element insertional mutat
ions. The mean effect per insertion is found to be higher, and their d
istribution is found to be less leptokurtic than for spontaneous mutat
ions. The equilibrium genetic variance of viability predicted by a mut
ation-selection balance model with parameters estimated from the mutat
ion accumulation experiments is similar to laboratory estimates of gen
etic variance of viability from natural populations of Drosophila.