now you’re talking about numerics/numerical analysis. once again, the algorithm determines if errors accumulate or average out. you can’t just assert such things. in the case of camera calibration, it is definitely not the case that errors accumulate. it is “averaging”, because those algorithms either do least squares minimization or something more complex.
intermediate calculations will very likely be done at double precision, which gives plenty of room for calculations, if the inputs are single precision.