QSAR: Chemometrics Terminology and Vocabulary Definitions

A vocabulary document defining terms for mainstream chemometric methods. It builds on ISO definitions for basic statistical concepts and provides definitions most useful to chemical applications. The document was authored by David Brynn Hibbert of UNSW Sydney.

Use Cases

• Standardizing terminology for chemometrics research based on the described vocabulary.
• Clarifying definitions for multivariate methods used in chemical applications.
• Referencing ISO-aligned terms for experimental design and classification in chemistry.

Strengths

• Provides formal definitions aligned with ISO standards for statistical concepts.
• Focuses on terminology specifically for chemical applications of widely used scientific methods.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

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