Variable selection and validation in multivariate modelling von Shi, Lin, Westerhuis, Johan A, Rosén, Johan, Landberg, Rikard, Brunius, Carl

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Effect of strigolactones on recruitment of the rice root-associated microbiome von Kim, Bora, Westerhuis, Johan A, Smilde, Age K, Floková, Kristýna, Suleiman, Afnan K A, Kuramae, Eiko E, Bouwmeester, Harro J, Zancarini, Anouk

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Centering, scaling, and transformations: improving the biological information content of metabolomics data von van den Berg, Robert A, Hoefsloot, Huub C J, Westerhuis, Johan A, Smilde, Age K, van der Werf, Mariët J

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Integration of omics data to unravel root microbiome recruitment von Zancarini, Anouk, Westerhuis, Johan A, Smilde, Age K, Bouwmeester, Harro J

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Metabolic fate of polyphenols in the human superorganism von van Duynhoven, John, Vaughan, Elaine E., Jacobs, Doris M., Kemperman, Robèr A., van Velzen, Ewoud J. J., Gross, Gabriele, Roger, Laure C., Possemiers, Sam, Smilde, Age K., Doré, Joël, Westerhuis, Johan A., Van de Wiele, Tom, Gordon, Jeffrey I.

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Double-check: validation of diagnostic statistics for PLS-DA models in metabolomics studies von Szymańska, Ewa, Saccenti, Edoardo, Smilde, Age K., Westerhuis, Johan A.

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Repeated measures ASCA+ for analysis of longitudinal intervention studies with multivariate outcome data von Madssen, Torfinn S, Giskeødegård, Guro F, Smilde, Age K, Westerhuis, Johan A

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Increased comparability between RNA-Seq and microarray data by utilization of gene sets von van der Kloet, Frans M, Buurmans, Jeroen, Jonker, Martijs J, Smilde, Age K, Westerhuis, Johan A

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Harmonization of quality metrics and power calculation in multi-omic studies von Tarazona, Sonia, Balzano-Nogueira, Leandro, Gómez-Cabrero, David, Schmidt, Andreas, Imhof, Axel, Hankemeier, Thomas, Tegnér, Jesper, Westerhuis, Johan A., Conesa, Ana

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A strategy for differential abundance analysis of sparse microbiome data with group-wise structured zeros von Abegaz, Fentaw, Abedini, Davar, White, Fred, Guerrieri, Alessandra, Zancarini, Anouk, Dong, Lemeng, Westerhuis, Johan A., van Eeuwijk, Fred, Bouwmeester, Harro, Smilde, Age K.

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Contribution towards a Metabolite Profile of the Detoxification of Benzoic Acid through Glycine Conjugation: An Intervention Study von Irwin, Cindy, van Reenen, Mari, Mason, Shayne, Mienie, Lodewyk J, Westerhuis, Johan A, Reinecke, Carolus J

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Analysis of high-dimensional metabolomics data with complex temporal dynamics using RM-ASCA von Erdős, Balázs, Westerhuis, Johan A, Adriaens, Michiel E, O'Donovan, Shauna D, Xie, Ren, Singh-Povel, Cécile M, Smilde, Age K, Arts, Ilja C W

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Reflections on univariate and multivariate analysis of metabolomics data von Saccenti, Edoardo, Hoefsloot, Huub C. J., Smilde, Age K., Westerhuis, Johan A., Hendriks, Margriet M. W. B.

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Statistical validation of megavariate effects in ASCA von Vis, Daniel J, Westerhuis, Johan A, Smilde, Age K, van der Greef, Jan

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The diagnostic potential of urine in paediatric patients undergoing initial treatment for tuberculous meningitis von Isaiah, Simon, Westerhuis, Johan A., Loots, Du Toit, Solomons, Regan, van Furth, Marceline Tutu, van Elsland, Sabine, van der Kuip, Martijn, Mason, Shayne

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Separating common (global and local) and distinct variation in multiple mixed types data sets von Song, Yipeng, Westerhuis, Johan A., Smilde, Age K.

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Fusing metabolomics data sets with heterogeneous measurement errors von Waaijenborg, Sandra, Korobko, Oksana, Willems van Dijk, Ko, Lips, Mirjam, Hankemeier, Thomas, Wilderjans, Tom F, Smilde, Age K, Westerhuis, Johan A

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Identifying inhibitory compounds in lignocellulosic biomass hydrolysates using an exometabolomics approach von Zha, Ying, Westerhuis, Johan A, Muilwijk, Bas, Overkamp, Karin M, Nijmeijer, Bernadien M, Coulier, Leon, Smilde, Age K, Punt, Peter J

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Lipidomic Response to Coffee Consumption von Kuang, Alan, Erlund, Iris, Herder, Christian, Westerhuis, Johan A, Tuomilehto, Jaakko, Cornelis, Marilyn C

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Divide et impera: How disentangling common and distinctive variability in multiset data analysis can aid industrial process troubleshooting and understanding von Vitale, Raffaele, Noord, Onno E., Westerhuis, Johan A., Smilde, Age K., Ferrer, Alberto

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