dat.QIL3:
An example for hierarchical modeling used in Fong, Wakefield, De Rosa, Frahm (2012)
Description
An example for hierarchical modeling used in Fong, Wakefield, De Rosa, Frahm (2012)
Format
A data frame with 120 observations on the following 13 variables.
well- a character vector. Well identifier on a microplate.
assay_id- a character vector. Assay identifier.
analyte- a character vector. Substance to be measured.
well_role- a character vector. Defines the role of a well. See ?ncal for more information.
beadct- a numeric vector. Number of beads in the well, specific to multiplex bead array assay.
dilution- a numeric vector. The dilution factor of a sample.
expected_conc- a numeric vector. The expected concentrations of a sample.
fi- a numeric vector. Fluoresence intensity readout.
replicate- a numeric vector. Techinical replicate identifier.
References
Fong, Y., Wakefield, J., DeRosa, S., Frahm, N. (2012) A robust Bayesian random effects model for nonlinear calibration problems, Biometrics, 68:1103-1112.