# Implementation of Augmented Network Log Anomaly Detection Procedures

## Documentation for package ‘anomalyDetection’ version 0.2.5

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

anomalyDetection-package | anomalyDetection: An R package for implementing augmented network log anomoly detection procedures.
%>% | Pipe functions
anomalyDetection | anomalyDetection: An R package for implementing augmented network log anomoly detection procedures.
bd_row | Breakdown for Mahalanobis Distance
factor_analysis | Factor Analysis with Varimax Rotation
factor_analysis_results | Easy Access to Factor Analysis Results
get_all_factors | Find All Factors
hmat | Plot a Histogram Matrix
horns_curve | Horn's Parallel Analysis
inspect_block | Block Inspection
kaisers_index | Kaiser's Index of Factorial Simplicity
mahalanobis_distance | Mahalanobis Distance
mahalanobis_distance.data.frame | Mahalanobis Distance
mahalanobis_distance.matrix | Mahalanobis Distance
mc_adjust | Multi-Collinearity Adjustment
principal_components | Principal Component Analysis
principal_components_result | Easy Access to Principal Component Analysis Results
security_logs | Security Log Data
tabulate_state_vector | Tabulate State Vector