mclustModelNames           package:mclust           R Documentation

_M_C_L_U_S_T _M_o_d_e_l _N_a_m_e_s

_D_e_s_c_r_i_p_t_i_o_n:

     Model names used in the _MCLUST_ package.

_V_a_l_u_e:

     A list including the following components:  

univariateMixture: A vector with the following components: 
           "E": equal variance  (one-dimensional) 
           "V": variable variance (one-dimensional) 

multivariateMixture: A vector with the following components: 
           "EII": spherical, equal volume 
           "VII": spherical, unequal volume 
           "EEI": diagonal, equal volume and shape
            "VEI": diagonal, varying volume, equal shape
            "EVI": diagonal, equal volume, varying shape 
           "VVI": diagonal, varying volume and shape 
           "EEE": ellipsoidal, equal volume, shape, and orientation 
           "EEV": ellipsoidal, equal volume and equal shape
           "VEV": ellipsoidal, equal shape 
           "VVV": ellipsoidal, varying volume, shape, and orientation  

singleComponent: A vector with the following components: 
           "X": one-dimensional 
           "XII": spherical 
           "XXI": diagonal 
           "XXX": ellipsoidal 

_R_e_f_e_r_e_n_c_e_s:

     C. Fraley and A. E. Raftery (2002). Model-based clustering,
     discriminant analysis, and density estimation. _Journal of the
     American Statistical Association 97:611-631_.

     C. Fraley and A. E. Raftery (2006). MCLUST Version 3 for R: Normal
     Mixture Modeling and Model-Based Clustering,  Technical Report no.
     504, Department of Statistics, University of Washington.

_S_e_e _A_l_s_o:

     'Mclust' 'mclustBIC'

_E_x_a_m_p_l_e_s:

     mclustModelNames

