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Table 2

Variables entering our hierarchical model.

Pop. parameter a Stellar fraction vector
parameters (β) ρn pc Theoretical heliocentric distance
Jnk$J_{n}^{k}$ mag Theoretical absolute magnitude
ϖ^n=1/ρn$\hat{\varpi}_{n}=1/\rho_{n}$ mas Predicted parallax
m^J,nk=Jnk+f(ρn)$\hat{m}_{J,n}^{k}=J_{n}^{k}+f(\rho_n)$ mag Predicted apparent magnitude

Data (d) ϖn$\varpi_{n}$ mas Observed parallax
eϖ,n$e_{\varpi,n}$ mas Parallax error
mJ,nk$m_{J,n}^{k}$ mag Observed apparent magnitude
eJ,nk$e_{J,n}^{k}$ mag Apparent magnitude error

Fixed quantities p(ρ) mas Distance prior
Jik$\mathcal{J}_{i}^{k}$ mag Isochrone absolute magnitude
σik$\sigma_{i}^{k}$ mag Isochrone tolerance
φ(M) Initial mass function

Notes. Subscripts i = 1,..., I and n = 1,..., N indicate the ith isochrone and the nth star, respectively, where I is the number of selected isochrones and N the number of observed stars. Superscript k = 1,2,..., K refers to the J-PLUS photometric filters as indicated in Table A.1.

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