title: How to Deal with Batch Effect in Sequential Microarray Experiments?
authors.affiliation: Dalla Lana School of Public Health, University of Toronto, Toronto M5T 3M7, Ontario Canada.|Samuel Lunenfeld Research Institute of Mount Sinai Hospital, Toronto M5G 1X5, Ontario Canada.
authors.forename: Nino
authors.initials: N
authors.lastname: Demetrashvili
authors.affiliation: Samuel Lunenfeld Research Institute of Mount Sinai Hospital, Toronto M5G 1X5, Ontario Canada.|Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto M5G 1A8, Ontario Canada.
authors.forename: Ken
authors.initials: K
authors.lastname: Kron
authors.affiliation: Samuel Lunenfeld Research Institute of Mount Sinai Hospital, Toronto M5G 1X5, Ontario Canada.|Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto M5G 1X5, Ontario Canada.
authors.forename: Vaijayanti
authors.initials: V
authors.lastname: Pethe
authors.affiliation: Samuel Lunenfeld Research Institute of Mount Sinai Hospital, Toronto M5G 1X5, Ontario Canada.|Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto M5G 1A8, Ontario Canada.|Department of Pathology and Laboratory Medicine, Mount Sinai Hospital, Toronto M5G 1X5, Ontario Canada.
authors.forename: Bharati
authors.initials: B
authors.lastname: Bapat
authors.affiliation: Dalla Lana School of Public Health, University of Toronto, Toronto M5T 3M7, Ontario Canada. laurent@lunenfeld.ca.|Samuel Lunenfeld Research Institute of Mount Sinai Hospital, Toronto M5G 1X5, Ontario Canada. laurent@lunenfeld.ca.
authors.forename: Laurent
authors.initials: L
authors.lastname: Briollais
keywords: Batch effect adjustment; Clustering; Empirical Bayes; Methylation profile; Sequential microarray experiments