Principal component analysis of dissolution data with missing elements

International Journal of Pharmaceutics

Volumn 234, Issue 1-2, 2002, Pages 169-178

  Adams, E ^a   Walczak, B ^b   Vervaet, C ^c   Risha, P G ^d   Massart, D L ^a  

^a PHARMACEUTICAL INSTITUTE   (Belgium)

^b UNIVERSITY OF SILESIA   (Poland)

^c GHENT UNIVERSITY   (Belgium)

^d MUHIMBILI UNIVERSITY OF HEALTH AND ALLIED SCIENCES   (Tanzania)

Author keywords

Dissolution; Expectation maximization algorithm; Missing data; Principal component analysis

Indexed keywords

ALGORITHM; ARTICLE; DRUG SOLUBILITY; EXPECTATION; METHODOLOGY; PHARMACEUTICS; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; SAMPLING; SIMULATION; THEORY;

ALGORITHMS; DATA INTERPRETATION, STATISTICAL; SOLUBILITY; TABLETS;

EID: 0037006610     PISSN: 03785173     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0378-5173(01)00966-8     Document Type: Article

References (7)

1. Evaluation of dissolution profiles using principal component analysis
2. Missing values in principal component analysis
3. Missing data methods in PCA and PLS: Scores calculations with incomplete observations
4. Statistical issues in drug quality control based on dissolution testing