Literature DB >> 28776070

Chemometrics in analytical chemistry-part I: history, experimental design and data analysis tools.

Richard G Brereton1, Jeroen Jansen2, João Lopes3, Federico Marini4, Alexey Pomerantsev5, Oxana Rodionova5, Jean Michel Roger6, Beata Walczak7, Romà Tauler8.   

Abstract

Chemometrics has achieved major recognition and progress in the analytical chemistry field. In the first part of this tutorial, major achievements and contributions of chemometrics to some of the more important stages of the analytical process, like experimental design, sampling, and data analysis (including data pretreatment and fusion), are summarised. The tutorial is intended to give a general updated overview of the chemometrics field to further contribute to its dissemination and promotion in analytical chemistry.

Keywords:  Chemometrics; Data fusion; Data preprocessing; Experimental design; Projection methods; Sampling

Year:  2017        PMID: 28776070     DOI: 10.1007/s00216-017-0517-1

Source DB:  PubMed          Journal:  Anal Bioanal Chem        ISSN: 1618-2642            Impact factor:   4.142


  8 in total

Review 1.  Benefits of Fractal Approaches in Solid Dosage Form Development.

Authors:  Renata Abreu-Villela; Martin Kuentz; Isidoro Caraballo
Journal:  Pharm Res       Date:  2019-09-06       Impact factor: 4.200

2.  Dispersive Liquid-Liquid Microextraction Based on Solidification of Floating Organic Drop with Central Composite Design for the Spectrofluorometric Determination of Naproxen.

Authors:  Maryam Shirinnejad; Amir H M Sarrafi
Journal:  J Fluoresc       Date:  2019-07-22       Impact factor: 2.217

Review 3.  Gas sensors based on mass-sensitive transducers. Part 2: Improving the sensors towards practical application.

Authors:  Alexandru Oprea; Udo Weimar
Journal:  Anal Bioanal Chem       Date:  2020-07-31       Impact factor: 4.142

4.  Serum Colorectal Cancer Biomarkers Unraveled by NMR Metabolomics: Past, Present, and Future.

Authors:  Ana M Salmerón; Ana I Tristán; Ana C Abreu; Ignacio Fernández
Journal:  Anal Chem       Date:  2021-11-22       Impact factor: 6.986

5.  Optimization of Biomethane Production via Fermentation of Chicken Manure Using Marine Sediment: A Modeling Approach Using Response Surface Methodology.

Authors:  Fatma Abouelenien; Toyokazu Miura; Yutaka Nakashimada; Nooran S Elleboudy; Mohammad S Al-Harbi; Esmat F Ali; Mustafa Shukry
Journal:  Int J Environ Res Public Health       Date:  2021-11-15       Impact factor: 3.390

6.  Combing machine learning and elemental profiling for geographical authentication of Chinese Geographical Indication (GI) rice.

Authors:  Fei Xu; Fanzhou Kong; Hong Peng; Shuofei Dong; Weiyu Gao; Guangtao Zhang
Journal:  NPJ Sci Food       Date:  2021-07-08

7.  Development of quantitative screen for 1550 chemicals with GC-MS.

Authors:  Alan J Bergmann; Gary L Points; Richard P Scott; Glenn Wilson; Kim A Anderson
Journal:  Anal Bioanal Chem       Date:  2018-03-19       Impact factor: 4.142

8.  N-Way NIR Data Treatment through PARAFAC in the Evaluation of Protective Effect of Antioxidants in Soybean Oil.

Authors:  Larissa Naida Rosa; Thays Raphaela Gonçalves; Sandra T M Gomes; Makoto Matsushita; Rhayanna Priscila Gonçalves; Paulo Henrique Março; Patrícia Valderrama
Journal:  Molecules       Date:  2020-09-23       Impact factor: 4.411

  8 in total

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