Home > replicate_regression > replicate_regression > replicate_regression_complete.m

replicate_regression_complete

PURPOSE ^

[data_reg, options_complete, options_update] = replicate_regression_complete(data_replicates,options)

SYNOPSIS ^

function [data_reg, options_complete, options_update, crossvalidation_error] = replicate_regression_complete(data_replicates,options,foptions)

DESCRIPTION ^

 [data_reg, options_complete, options_update] = replicate_regression_complete(data_replicates,options)

 Multicurve regression for omics data with multiple replicates, including prior updating

 INPUT ARGUMENT 
 'data_replicates' 
    contains the replicate data sets as fields (all in biotable format, same form!!)
    The entries of the first field are used as unique identifiers
    The data entries are reordered in the combined data set.
  'options'                        
    options for multi-curve regression (see script replicate_regression)
    with optional additional fields .prior_updating and .updating_factor

 OUTPUT VARIABLES
  'data_reg' with fields (struct arrays):
    IN ORIGINAL TIME SCALE: 
      data_reg.combined  : data structure from intermediate processing steps
                         field 'SampleName' contains replicate labels (as numbers)
      data_reg.fit         fitted data points (reordered!)
     crossvalidation_average, crossvalidation_replicate, pooled_crossvalidation, naive_crossvalidation

    IN NEW TIME SCALE
      data_reg.average, data_reg.central, data_reg.replicates: regression results

    data_reg.statistics:                     additional information about the regression procedure

CROSS-REFERENCE INFORMATION ^

This function calls: This function is called by:
Generated on Fri 12-Feb-2016 23:46:45 by m2html © 2003