Man pages for GeertPostma/pathmodelr
Generalised Path Modeling Package for R
| block_scale | Scales a block of data to have a certain variance per sample |
| calculate_PLS_variances_explained | Gets the variances explained from predictor LVs through... |
| calculate_SSE_for_matrices | Calculate the Sum of Squared Errors of two matrices |
| check_arguments | Checks the input arguments of the path_model() function |
| check_dag | Check Cyclicity in a Directed Acyclic Graph |
| ComponentLogger | Logs the number of components, or LVs, per node per... |
| ConvergenceLogger | Logs the error per node per iteration |
| cross_validate_node_PLS | Cross validates Node based Partial Least Squares Regression |
| DurationLogger | Logs the duration of each iteration |
| estimator_and_initializer_string_to_node_class_type | Converts estimator and initializer string names to Node class... |
| estimator_string_to_function | Converts estimator string names to function handle |
| full_initializer | Initialise a node using its full data matrix |
| get_all_node_connection_types | Construct a list of all node types in a connection matrix |
| get_all_path_effects | Calculates and gets all path effects from a path model |
| get_effects | Path coefficient effects for 'plspm' Adapted from plspm... |
| get_estimator_list | Converts list of strings indicating node types to list of... |
| get_initializer_list | Converts list of strings indicating node types to list of... |
| get_LVs | Calculates the latent variables using the estimators for each... |
| get_next_node_indices | Gets the indices of the next nodes in a connection matrix... |
| get_node_class_types | Converts list of strings indicating node types to list of... |
| get_node_connection_type | Determines the type of a node |
| get_previous_node_indices | Gets the indices of the previous nodes in a connection matrix... |
| initializer_string_to_function | Converts initializer string names to function handle |
| innerplot | Plot inner model |
| IterationReporter | Reports the number of each iteration. |
| make_nodes | Constructs a listenv of nodes according to the specified... |
| mean_center | Mean-centers each variable in a block of data |
| MSE | Calculates the Mean Squared Error of two vectors or matrices |
| no_estimator | Does not update the node |
| noisify_data | Adds Gaussian noise to data |
| normal_SOPLS_initializer | n_LVs should be a list of n_LVs per block |
| path_model | Performs Latent Variable estimation given data and path model... |
| PCA_initializer | Initialises a node using PCA |
| plot_inner_model | Plot the inner model |
| plot_inner_model_variances | Plot the variances explained through the path |
| plot_outer_effects | If combine is true: plot all outer model weights in a single... |
| PLSPathNode | PathNode is a template Node class for nodes which propagate... |
| process_PLS | Estimate a process PLS model and calculate the effects of... |
| standardize | Mean-centers each variable in a block of data and then scale... |
| verify_dag | Verify a Directed Acyclic Graph |
