reviewTop 1% cited
Multivariate data analysis in pharmaceutics: A tutorial review
International Journal of Pharmaceutics · 2011 · Vol. 417(1-2) · pp. 280–290
Tarja Rajalahti✉(University of Bergen)Olav M. Kvalheim(University of Bergen)
Spectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAnalytical Chemistry and ChromatographyPrincipal component analysisPartial least squares regressionLatent variablePrincipal component regressionPharmaceuticsRegression analysisMultivariate statisticsLinear regressionFeature selectionComputer science
MeSH terms
Chemistry, PharmaceuticalPharmaceutical PreparationsHumansModels, StatisticalMultivariate AnalysisLinear ModelsLeast-Squares AnalysisPrincipal Component Analysis
Funding
- U.S. Department of Energy
- Universitetet i Bergen
Citations
762
FWCI
20.20
field-weighted impact
References
147
Percentile
100%
vs. same field & year
Citations per year
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References
Statistics for Experimenters
Technometrics · 1979 · 6,534 citations
Near-infrared spectroscopy applications in pharmaceutical analysis
Talanta · 2006 · 423 citations
Pharmaceutical Quality by Design: Product and Process Development, Understanding, and Control
Pharmaceutical Research · 2008 · 1,148 citations
Visualization of GC/TOF-MS-Based Metabolomics Data for Identification of Biochemically Interesting Compounds Using OPLS Class Models
Analytical Chemistry · 2007 · 1,212 citations
Pharmaceutical applications of vibrational chemical imaging and chemometrics: A review
Journal of Pharmaceutical and Biomedical Analysis · 2008 · 347 citations
Cross-validation of component models: A critical look at current methods
Analytical and Bioanalytical Chemistry · 2008 · 345 citations
Pattern recognition by means of disjoint principal components models
Pattern Recognition · 1976 · 1,150 citations
A review of near infrared spectroscopy and chemometrics in pharmaceutical technologies
Journal of Pharmaceutical and Biomedical Analysis · 2007 · 1,091 citations
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