Credit Risk Assessment Data Transformation Engine

Create a sophisticated Bash script for transforming and analyzing credit risk assessment data from multiple sources. The script must handle complex data normalization, implement statistical risk scoring algorithms, support multiple input formats, and generate detailed risk profile reports. Include advanced data cleaning techniques, outlier detection, and support for machine learning model input preparation.