Abstract We present a self-consistent model of the Milky Way to reproduce observed distributions (spectral type, absolute J -band magnitude, effective temperature) and total velocity dispersion brown dwarfs. For our model, we adopt parametric forms for star formation history initial-mass function, published evolutionary models, theoretical age–velocity relations. Using standard Markov Chain Mon...