Man pages for itamarfaran/corrpops
Analysis of populations of correlation matrices
| calculate_mean_matrix | Calculate Mean Matrix of an Array |
| central_moments | Calculate Central Moments |
| compute_estimated_n | Estimate Degrees of Freedom by Linear Projection |
| compute_gee_variance | Compute Estimates' Variance Using a GEE Framework |
| compute_mu_alpha_jacobian | Compute the Jacobian of the link function by Alpha parameter |
| configurations | Default Configurations for Model Estimation |
| convert_corr_array_to_data_matrix | Convert Array of Correlation Matrices to a Data Matrix |
| convert_data_matrix_to_corr_array | Convert Data Matrix of Correlation Matrices to an Array |
| corrcalc_r | Formula for the Calculation of the Covariance Matrix of a... |
| corrmat_covariance | Calculate the Covariance Matrix of a Correlation Matrix |
| corrmat_covariance_from_datamatrix | Calculate the Average Covariance Matrix of a Sample of... |
| create_correlation_matrices | Simulate a Sample of Correlation Matrices |
| efron_bias_correction | Bias Correction of Efron's RMS |
| efrons_effective_sample_size | Calculate Efron's Effective Sample Size |
| efrons_rms | Calculate Efron's RMS Over A Correlation Matrix |
| efrons_rms_sample | Calculate the Average Efron's RMS Calculate the average... |
| estimate_model | Estimate Model |
| estimate_model_jacknife | Jackknife Estimation of Model |
| force_symmetry | Force a Matrix to be Symmetrical |
| generate_random_effect_sigma | Generate a Covariance Matrix with a Random Effect |
| infer_jackknife | Infer Jackknife Results |
| is_invertable_arma | Check Invertibility/Stationarity of an AR/MA Process |
| LinkFuncSkeleton | Skeleton of Link Function |
| LinkFunctions | Default Link Functions for model |
| matrix_power | Raise a Square Matrix to a Non-Integer Power |
| mean_sqrt_diag | Get the Average of the Square-rooted Diagonal of a Matrix |
| optimiser | Iterative Call for optim |
| regularize_matrix | Regularize Matrix |
| remove_zeros | Replace a Value in a vector/array |
| rWishart2 | Random Wishart Distributed Matrices with df < p |
| rWishart_ARMA | Random Covariance Matrices of Correlated Multivariate Normal... |
| sqrt_diag | Get the Square-rooted Diagonal of a Matrix |
| sum_matrix | Sum Over Array's Matrices |
| sum_of_squares | Loss Function for Optimization Process on Alpha |
| sum_vector | Sum Over Matrix Rows / Columns |
| test_corr_mat | Test if all Matrices of an Array are Positive Definite and... |
| tga_arrays | Correlation Matrices from the Research of Michael Peer et al... |
| theta_of_alpha | Compute Theta as a Function of Alpha |
| triangle2vector | Transform a Symmetric Matrix to it's Vectorised Form and Vise... |
| vect_norm | Calculate the Mahalonobis Norm of a Vector |
