- Timestamp:
- Jun 10, 2009, 11:41:55 PM (14 years ago)
- File:
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- 1 edited
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plugins/base2/net.sf.basedb.illumina/trunk/README_PluginDetails
r1114 r1122 35 35 === Parameters === 36 36 37 The plug-in requires input of array type since detection P-value s38 dependson array type.37 The plug-in requires input of array type since detection P-value are 38 calculated differently depending on array type. 39 39 40 40 The user can also set a cut off parameter to exclude outliers within … … 50 50 51 51 Each assay is treated separately, i.e., no samples are combined 52 together. 52 together. All calculations are made on the raw bead-type level data, 53 i.e., on the average expression value for each bead type and raw data 54 is always used irrespective when in analysis the detection P-value is 55 calculated. 53 56 54 Retrieve the raw expression value for all negative controls in the 55 current bioassay set. 56 57 Whole genome beadchips: 57 Pvalue calculation for whole genome arrays: 58 58 59 59 For all signals `i` calculate the detection P-value as 60 `Pvalue = 1- i/N` where `R` is the rank of the signal irelative to the60 `Pvalue = 1-R/N` where `R` is the rank of the signal `i` relative to the 61 61 negative controls and `N` is the number of negative controls. 62 62 63 Others (DASL, miRNA, VeraCode DASL, and Focused Arrays): 63 Pvalue calculation for others array types (DASL, miRNA, VeraCode DASL, 64 and Focused Arrays): 64 65 65 66 For all signals `i` calculate the detection P-value as 66 67 `Pvalue = 1/2 - erf( [i-AvgControl]/StdControl/sqrt(2) )` where 67 68 `AvgControl` is the average intensity of the negative controls, 68 `StdControl` is the standard deviation of the ... (to be defined and69 implemented accordingly),and `erf` is the error function69 `StdControl` is the standard deviation of the the negative controls, 70 and `erf` is the error function 70 71 (http://mathworld.wolfram.com/Erf.html). The error function is used 71 for arguments wit in the range (-4,4). To save CPU cycles, the function72 for arguments within the range (-4,4). To save CPU cycles, the function 72 73 value for arguments outside this range is set to -1 and 1, 73 74 respectively. … … 76 77 ---------------------------------------------------------------------- 77 78 {{{ 78 79 79 Copyright (C) 2009 Jari Häkkinen 80 80
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