Why should re-sampling change the value of model's coefficients?
In each sampling, your data is going to be different from the previous sampling. For each sampling, you are going to find the best line which describes your sample with the least error value. Consequently, for each sample you are going to find a model which may be different due to the fact that it reduces the cost for each sample.