Density Estimation with Mixtures of Disjoint Bernstein Polynomials

as.mosek_mat | Transforms a symmetric matrix into the form demanded by... |

base_functions | Density, distribution function, quantile function, random... |

cv.polygrams | Performs k-fold cross-validation on the input formula. |

direct_sum | Calculates the direct sum of matrices. |

discrepancy | Obtains the empirical discrepancy of a polygram object. If d... |

distributions_bernstein_densities | Density, distribution function, quantile function, random... |

elbow_plot | Makes an elbow plot for a polygram object. |

empirical_bernstein | Calculates the empirical or theoretical Bernstein... |

formulas_to_constraint_list | A helper function for 'polygram'. Creates a list of... |

get_connectivity_constraints | Returns the connectivity constraints for Cp. |

get_edge_constraints | Returns the edge constraints. Not finished yet. |

get_moment_constraints | Returns the constraints needed to enforce the pth moment to... |

get_monotonicity_constraints | Returns the constraints needed to enforce monotonicity of a... |

get_quantile_constraints | Returns the constraints needed to enforce the qth quantile to... |

get_shape_constraints | Returns the constraints needed to enforce convexity /... |

get_symmetry_constraints | Returns the constraints needed to enforce symmetry of a... |

get_unimodal_constraints | Returns the constraints needed to enforce modality at (nu,k). |

hello | Hello, World! |

moment_functionals | Moments, central moments, mean, variance, standard deviation,... |

mosek2qp | Makes quadprog-compliant matrices from rmosek-compliant ones. |

penalty | Returns the penalty of order p for a polygram object. |

polygram | Estimates a polygram with supplied 'data', 'm', 'p' and split... |

polygram_L2_loss | Returns the true L2-loss for a weight matrix V and underlying... |

polygram_objective_matrix | Calculates the objective matrix for use in a polygram. |

polygram_objective_vector | A function that calculates the objective vector of a... |

polygram_penalty_matrix | Calculates the penalty matrix for s, m and p. |

polygrams | polygrams |

polygram_transform | Changes the split vector 's' of a polygram with the supplied... |

polygram_vs_loss | Calculates the L2-loss between two polygram objects. The... |

rcpp_hello | Hello, Rcpp! |

simple_terms_to_constraint_list | A helper function for 'formulas_to_constraint_list '. Handles... |

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