kopls-package             package:kopls             R Documentation

_K_e_r_n_e_l-_b_a_s_e_d _o_r_t_h_o_g_o_n_a_l _p_r_o_j_e_c_t_i_o_n_s _t_o _l_a_t_e_n_t _s_t_r_u_c_t_u_r_e_s (_K-_O_P_L_S)

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

     An implementation of K-OPLS with e.g. model training, prediction,
     cross-validation and plot tools. See individual files for a more
     in-depth description of the available functionality.

_U_s_a_g_e:

      Model training: See koplsModel() for details.
      Model predictions: See koplsPredict() for details.
      Cross-validation: See koplsCV() for details.
      Model evaluation: See e.g. koplsPlotScores() or koplsPlotCVDiagnostics() for details.

_D_e_t_a_i_l_s:


       Package:  kopls
       Type:     Package
       Version:  1.0.3
       Date:     2008-01-23
       License:  GPL version 2

_A_u_t_h_o_r(_s):

     Max Bylesjo and Mattias Rantalainen

     Maintainer: Max Bylesjo <max.bylesjo@chem.umu.se>

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

     Rantalainen M, Bylesjo M, Cloarec O, Nicholson JK, Holmes E and
     Trygg J. *Kernel-based orthogonal projections to latent structures
     (K-OPLS)*, _J Chemometrics_ 2007; 21:376-385.
     doi:10.1002/cem.1071.

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

       ##Run demo to get further info:
       demo(koplsDemo)

