Class ExplicitImplicitModelPCA.Result

    • Method Detail

      • Gamma

        public Matrix Gamma()
        Gets Γ, the explicit factor loading matrix.
        Returns:
        Γ
      • R_bar

        public Vector R_bar()
        Gets R_bar, the average of observations over time per subject.
        Returns:
        R_bar
      • B

        public Matrix B()
        Gets B, the implicit factor loading matrix.
        Returns:
        B
      • F

        public Matrix F()
        Gets F, the implicit factor value matrix.
        Returns:
        F
      • E

        public Matrix E()
        Gets E, the residual matrix.
        Returns:
        E
      • b

        public Vector b​(int n)
        Gets the implicit factor loading for the n-th subject.
        Parameters:
        n -
        Returns:
        the implicit factor loading for the n-th subject
      • f

        public Vector f​(int t)
        Gets the implicit factor values at time t.
        Parameters:
        t - time starts counting from 1
        Returns:
        the implicit factor values at time t
      • e_t

        public Vector e_t​(int t)
        Gets the residual of all subject at time t.
        Parameters:
        t - time starts counting from 1
        Returns:
        residual of all subject at time t