Last data update: 2014.03.03

R: plot of density functions of integrative correlations
intcorDensR Documentation

plot of density functions of integrative correlations

Description

Given a mergeExpressionSet, this function calculates and plots the density function of the approximate integrative correlations, as well as densities for the "null distributions" obtained by randomly permuting sample IDs.

Usage

   intcorDens(x,method,...)

Arguments

x

Object of class mergeExpressionSet.

method

The available method to use is "pearson".

...

Graphical parameters to be passed to plot.

Details

Here we use the approximate method to calculate the integrative correlation.

Value

The value is null. Returns a plot.

See Also

mergeExpressionSet-class,intCor,modelOutcome

Examples

  if(require(Biobase) & require(MASS)){
  data(mergeData)
  merged  <-mergeExprs(sample1,sample2,sample3)

  intcorDens(merged)

  intcorDens(merged,cex.legend=1.5)

  intcorDens(merged,lty=2)
  }

Results


R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(MergeMaid)
Loading required package: survival
Loading required package: Biobase
Loading required package: BiocGenerics
Loading required package: parallel

Attaching package: 'BiocGenerics'

The following objects are masked from 'package:parallel':

    clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
    clusterExport, clusterMap, parApply, parCapply, parLapply,
    parLapplyLB, parRapply, parSapply, parSapplyLB

The following objects are masked from 'package:stats':

    IQR, mad, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, append,
    as.data.frame, cbind, colnames, do.call, duplicated, eval, evalq,
    get, grep, grepl, intersect, is.unsorted, lapply, lengths, mapply,
    match, mget, order, paste, pmax, pmax.int, pmin, pmin.int, rank,
    rbind, rownames, sapply, setdiff, sort, table, tapply, union,
    unique, unsplit

Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.

Loading required package: MASS
> png(filename="/home/ddbj/snapshot/RGM3/R_BC/result/MergeMaid/intcorDens.Rd_%03d_medium.png", width=480, height=480)
> ### Name: intcorDens
> ### Title: plot of density functions of integrative correlations
> ### Aliases: intcorDens
> ### Keywords: hplot
> 
> ### ** Examples
> 
>   if(require(Biobase) & require(MASS)){
+   data(mergeData)
+   merged  <-mergeExprs(sample1,sample2,sample3)
+ 
+   intcorDens(merged)
+ 
+   intcorDens(merged,cex.legend=1.5)
+ 
+   intcorDens(merged,lty=2)
+   }
$...
    [1]  1.254274e-01  8.040850e-02 -3.004128e-01 -2.627175e-02 -1.788983e-01
    [6] -1.773959e-01  8.493976e-02 -4.891709e-02 -2.130056e-01  9.036953e-02
   [11] -2.348724e-01  1.035757e-01  4.198838e-02  2.415086e-01  1.942043e-01
   [16] -1.821532e-01  1.255337e-01  3.903430e-02  4.262297e-01  1.153753e-01
   [21]  3.878416e-01  5.205459e-01 -3.021934e-01  4.727313e-02  2.073953e-01
   [26]  2.329407e-01 -1.293712e-01 -1.578151e-01 -1.693218e-01  2.042468e-01
   [31]  7.936279e-02 -9.683500e-03 -2.090572e-01  8.824853e-02  9.042177e-02
   [36] -2.633675e-01  8.110216e-02  4.036722e-02 -5.020199e-01  7.149724e-03
   [41]  2.739672e-01  1.629750e-01 -4.209518e-01 -2.112709e-01 -1.191182e-01
   [46]  3.840837e-01 -3.842629e-01  3.189615e-01  1.106443e-01 -3.229358e-01
   [51]  2.723925e-02 -1.063898e-01  2.626590e-01 -4.200780e-03 -1.430957e-01
   [56]  9.330615e-02  1.768396e-01 -5.028485e-01  2.061820e-02  6.146406e-02
   [61] -1.236047e-01 -3.898469e-01  6.758751e-02  1.600406e-01  1.400402e-01
   [66] -1.080099e-01 -8.455880e-02  7.731745e-02 -1.689273e-01  2.497622e-01
   [71] -1.220816e-02  4.682462e-01  3.998662e-02 -3.832943e-01 -2.081043e-01
   [76]  1.348913e-01 -9.837463e-02 -1.358426e-01  3.219307e-01  6.494636e-03
   [81] -4.015358e-02  1.361885e-01 -1.903325e-01  9.537790e-02 -2.787092e-01
   [86]  1.273860e-01 -6.805704e-02 -2.260241e-01  1.260632e-01  3.115566e-03
   [91] -2.253007e-01 -2.443700e-01 -9.841431e-02 -2.885059e-01  2.456108e-01
   [96]  4.933346e-01  4.530714e-02  1.288216e-01  1.270949e-01 -4.721978e-01
  [101] -7.727028e-02 -1.901834e-01 -1.544219e-01  1.465735e-01  3.756187e-01
  [106]  2.239570e-01 -8.225238e-02  7.585964e-02  2.583676e-01  4.429015e-02
  [111]  2.753065e-01 -1.743813e-01  2.866515e-01 -6.314197e-02  1.945665e-01
  [116]  1.595168e-01 -9.466869e-02  1.499896e-01 -3.523838e-01 -9.323887e-02
  [121] -1.995837e-02  2.024299e-01 -7.414386e-02 -1.032870e-01 -9.322423e-03
  [126]  1.105722e-01  2.642186e-02 -2.318107e-01 -3.492347e-01 -1.419264e-01
  [131] -2.906887e-01 -6.953473e-02  1.667247e-01 -2.285936e-01 -1.281815e-01
  [136]  2.206082e-01  5.289500e-02  1.797669e-01  1.357158e-01 -1.130910e-01
  [141] -2.741109e-01 -3.769259e-01 -1.004025e-02  1.240208e-01 -8.815167e-02
  [146]  1.770817e-01  1.764049e-01  1.108629e-01 -1.415387e-01 -2.987371e-01
  [151]  3.882410e-01 -1.750512e-01  3.031193e-01  4.832479e-01 -1.105265e-01
  [156]  1.684405e-01  2.206993e-01  2.361627e-01 -1.947575e-01  1.155347e-01
  [161]  1.357413e-01 -1.142561e-01  2.092676e-01  1.007405e-01 -2.690357e-01
  [166] -2.066327e-01 -1.843056e-01 -1.879371e-01 -7.021260e-02 -3.542664e-01
  [171] -5.203192e-02 -5.593800e-02  1.131301e-01 -1.929016e-02 -6.591176e-02
  [176]  2.664856e-01  2.052942e-02 -3.787891e-02  2.205970e-01 -1.234055e-01
  [181]  5.360474e-01 -3.861521e-01 -1.629895e-01 -3.802089e-01  3.542470e-02
  [186]  2.247221e-01 -8.385078e-02  4.770696e-02  4.456321e-02  2.425554e-02
  [191] -1.069761e-01  2.090150e-01 -2.287913e-01  6.300354e-02 -1.610551e-01
  [196] -1.019598e-01  1.184911e-01  2.831202e-01 -3.878353e-01  1.900698e-01
  [201]  2.025195e-02 -5.217397e-02 -2.847496e-02  5.099539e-01 -3.576605e-02
  [206] -4.290343e-01  9.711873e-03  5.519107e-02  9.571932e-04  3.593777e-01
  [211]  1.938612e-01  2.201405e-01  3.397486e-01 -5.458220e-02  2.196041e-01
  [216]  1.921933e-01 -5.133837e-02 -2.072376e-01 -1.822619e-01  2.453498e-01
  [221]  4.657752e-01  5.806408e-01 -2.035556e-02 -2.772347e-01 -1.003895e-01
  [226] -2.152184e-01 -3.771689e-01 -1.777568e-01  2.623540e-02  2.317211e-01
  [231]  2.794390e-01  9.837157e-02 -9.956788e-02  1.960678e-01 -7.685843e-02
  [236] -3.454448e-02 -3.090320e-01 -1.665850e-02 -3.237824e-01  7.097019e-02
  [241]  1.252145e-01 -4.215724e-02 -4.782787e-02 -2.609078e-01  1.338046e-01
  [246]  2.850003e-02 -1.219483e-01 -3.231990e-01  9.088166e-02 -3.073708e-01
  [251] -5.483658e-02 -1.791836e-01  4.577158e-01  1.262120e-01 -1.146915e-01
  [256] -1.425240e-01  1.770368e-01 -2.888798e-01  1.614920e-01  3.082312e-01
  [261] -5.011638e-02  2.344341e-02  1.033200e-01  2.358788e-01 -2.831120e-02
  [266] -3.750582e-02  5.370226e-02  1.280516e-01  1.447100e-01 -2.467036e-01
  [271]  3.937289e-03 -1.165532e-01  1.450274e-01  3.432737e-02  9.548187e-02
  [276] -7.884268e-02 -2.005657e-01 -1.238265e-02 -4.310839e-02  1.773631e-02
  [281]  3.897699e-01 -2.156452e-01  1.249740e-01 -1.909266e-01 -5.701588e-02
  [286] -9.839341e-04  2.698746e-01 -2.048334e-01  8.226559e-02  7.620654e-02
  [291]  1.714879e-01  5.739126e-01 -1.337164e-01  2.533338e-01  2.449521e-01
  [296] -3.741614e-01  3.060974e-02  1.800466e-01  3.480474e-01  2.241804e-02
  [301]  2.043067e-01  6.804070e-02  1.580985e-01  2.766947e-01 -2.987252e-01
  [306] -7.930854e-02  1.933328e-01  2.558182e-01 -1.279475e-02 -8.574456e-02
  [311]  2.590776e-01  6.019253e-02 -1.521082e-01 -3.317919e-02 -1.538640e-02
  [316] -1.702986e-01 -4.776292e-02  1.496584e-01 -8.512920e-02  2.146097e-01
  [321]  2.331417e-01  1.438362e-01 -2.765907e-01  3.681105e-01  3.510664e-01
  [326] -5.575157e-02 -1.456613e-01 -8.484126e-02  2.583050e-01  1.810033e-02
  [331] -5.242607e-02  3.256317e-01 -2.619043e-01  1.384533e-02  2.845266e-01
  [336]  5.884408e-02  1.793043e-01  1.822880e-01 -4.111088e-01 -7.717301e-03
  [341] -2.183207e-01  3.235051e-02  8.381205e-02 -2.966043e-01  1.492933e-01
  [346]  1.909098e-01  8.984208e-02  6.541997e-02  1.524373e-01 -1.279474e-01
  [351]  4.022460e-01 -4.183279e-01 -3.245220e-02  1.117727e-01 -3.343580e-01
  [356]  2.975389e-02  3.192415e-01  3.907461e-02  1.862430e-01 -2.386958e-02
  [361]  2.002576e-01  4.333625e-03 -5.658450e-02 -2.846546e-02  7.382631e-02
  [366]  1.983469e-01  2.339490e-02  3.555263e-01 -4.019656e-01  1.254915e-01
  [371] -6.506680e-02  1.848104e-01 -2.280284e-01 -9.327407e-02 -2.963143e-01
  [376] -2.356548e-01 -1.601590e-01  5.198674e-01  1.770073e-01  1.137528e-01
  [381]  1.845288e-01  9.477145e-02 -6.599971e-02  2.634548e-01 -6.049497e-02
  [386]  1.659845e-02 -1.045089e-02 -1.021657e-01 -6.295870e-02 -3.880569e-01
  [391] -1.564214e-01  3.237149e-01 -1.831209e-01  9.158683e-02  2.674255e-01
  [396]  2.752266e-01  8.220915e-02  4.116153e-02 -1.554983e-01 -2.146362e-01
  [401]  2.121771e-01  1.470980e-01 -1.973277e-01 -9.983209e-02 -1.200570e-01
  [406]  6.285809e-02 -3.802237e-02  2.612362e-01  1.496137e-01 -2.027528e-01
  [411]  1.490101e-01 -4.766597e-02  1.299743e-01 -2.419335e-01 -1.496416e-01
  [416] -1.548434e-01  2.537009e-01  5.059399e-01  1.392715e-01  1.495267e-01
  [421] -1.151330e-01 -2.633968e-01 -1.874981e-01  1.851481e-01  1.114745e-01
  [426]  2.317444e-01 -1.176247e-01  8.853562e-03 -4.935317e-01  2.640849e-01
  [431] -1.865547e-01  1.103218e-01 -1.468045e-01  1.994078e-01  1.339233e-02
  [436] -2.012971e-01 -2.552796e-01 -4.795954e-01 -2.607439e-02 -1.752887e-01
  [441] -1.499272e-02 -6.959344e-02 -2.040184e-02 -4.399300e-01  1.174383e-01
  [446] -2.759283e-01 -4.475909e-02 -2.587064e-01  1.052356e-03 -2.129799e-01
  [451]  1.681018e-01  4.290030e-01  2.461505e-01 -4.978536e-02  3.016376e-01
  [456] -2.115880e-01 -5.857512e-02  2.237380e-02 -2.654000e-02  8.569221e-02
  [461]  6.248764e-02 -4.898418e-01 -1.762973e-01 -1.008542e-01 -1.261739e-01
  [466]  1.374604e-02  2.059700e-01  8.318454e-02  5.533502e-02  1.566232e-01
  [471] -1.617391e-02  1.207590e-01  5.661315e-01 -1.641445e-01  9.158937e-02
  [476]  3.882453e-01 -1.049774e-01  1.660927e-01  2.010232e-01 -5.499890e-01
  [481]  5.935908e-02 -1.465579e-01  5.951113e-02  8.803540e-02  3.643926e-01
  [486]  2.039211e-01  2.635907e-01  1.822274e-01  3.495226e-01  4.702419e-02
  [491] -1.950634e-01 -6.463166e-02 -5.643216e-01 -2.674547e-01 -1.447070e-01
  [496]  2.772427e-01  8.746600e-02 -3.946825e-02 -2.597162e-01 -1.739953e-02
  [501] -2.355043e-01 -3.796885e-02  3.093281e-02  1.699739e-01  6.220383e-02
  [506]  2.666669e-01 -1.280915e-01  2.093053e-01  7.642146e-02 -4.136205e-01
  [511] -1.891392e-01 -2.027456e-01 -4.668859e-01 -3.975590e-02  3.038942e-01
  [516] -1.511305e-01 -2.745772e-01 -2.586111e-01 -3.783431e-02  1.725588e-01
  [521] -1.652847e-02  2.231307e-01  1.453852e-02  6.150704e-02  1.299254e-01
  [526]  3.644438e-02  3.263274e-01  1.495821e-01 -1.912197e-01 -2.552700e-02
  [531]  1.397636e-01  1.291478e-01  7.491240e-02 -2.213530e-01 -1.059539e-01
  [536]  2.697238e-01  2.019409e-01  1.152576e-01  3.760554e-01 -2.258222e-01
  [541] -1.116097e-02  8.117951e-02  2.903506e-01  2.738233e-01 -9.486186e-02
  [546] -1.130489e-01 -9.107421e-02 -5.737267e-01 -2.225507e-01 -1.442328e-02
  [551] -2.519337e-01  1.840042e-01  3.160653e-01 -2.253719e-01 -4.730305e-02
  [556]  4.212815e-01 -2.924892e-01 -7.660296e-02  3.146982e-02 -1.327139e-01
  [561] -2.983728e-02 -1.828829e-01 -3.112773e-02  2.709029e-01  3.343134e-02
  [566]  2.482614e-01  5.143163e-02 -1.194002e-01  2.900836e-02 -1.379038e-01
  [571]  2.783923e-01  6.357564e-02  1.337961e-01 -2.587401e-01  6.245423e-02
  [576]  2.548947e-02 -1.725689e-01  7.555172e-03  1.396418e-02 -7.654166e-02
  [581]  1.248247e-01 -1.081515e-01  5.655676e-02 -2.875263e-03 -1.872973e-01
  [586] -2.980753e-01  4.235106e-02  3.285233e-02 -1.616717e-01  5.655796e-01
  [591] -2.126816e-01 -8.621393e-02 -1.870593e-01  9.889536e-02 -5.607388e-02
  [596]  1.011009e-02 -1.180653e-02  1.041023e-02 -2.364458e-01 -2.365318e-01
  [601] -2.366508e-01  7.652578e-02 -9.292742e-02  3.039766e-01 -1.834257e-01
  [606] -2.415829e-01 -1.573504e-01 -1.967232e-01  2.616742e-01  2.053831e-01
  [611]  3.767241e-02  2.251113e-01 -9.025507e-02 -7.962833e-02 -6.531383e-02
  [616]  7.771579e-02  1.954483e-01  2.015114e-01 -9.632847e-02  1.545422e-01
  [621] -5.044199e-01  2.277636e-01  1.350043e-01 -2.265669e-01 -1.671791e-01
  [626]  2.151247e-01 -7.018451e-02  1.620449e-01 -3.913001e-01 -3.391712e-02
  [631]  3.557169e-01  5.800217e-01 -2.774025e-01 -1.129387e-01  2.885870e-02
  [636]  1.822628e-03  3.664914e-01  9.393002e-02  9.759985e-02  2.336852e-02
  [641] -1.349143e-01  2.061150e-01 -2.949834e-02 -3.068340e-01 -1.137683e-01
  [646] -2.643527e-01  8.906426e-02  1.806205e-01 -5.254131e-02 -6.346395e-02
  [651]  2.660612e-01 -3.430158e-01  1.349834e-01 -1.062233e-01  5.596190e-02
  [656] -2.110843e-01  2.194128e-01  1.774588e-01 -1.270757e-01  3.290016e-01
  [661]  1.103948e-01  1.585547e-01  2.416225e-01  1.867823e-01 -1.486994e-03
  [666]  5.067182e-01 -2.945955e-01  3.398174e-01  1.315449e-01  4.223770e-01
  [671]  1.781768e-01  4.529985e-02 -2.843274e-01 -1.268515e-01 -8.973543e-02
  [676]  1.025989e-01 -1.049856e-01 -8.364728e-02  5.547312e-02 -5.239051e-02
  [681] -3.879927e-02 -1.388962e-02  3.970268e-01 -3.231943e-01  2.128948e-01
  [686] -3.463617e-02  1.138987e-01 -2.485070e-01 -8.193585e-02 -1.054893e-01
  [691]  1.644282e-01 -1.987666e-01  2.794372e-02 -2.717829e-01  2.770882e-01
  [696] -4.308291e-02 -8.086488e-02 -3.016708e-01  1.159809e-01 -1.584033e-01
  [701] -9.471177e-02  1.455797e-01  7.837575e-02  1.994899e-01  2.389791e-01
  [706] -4.827349e-01  2.608298e-01  3.780354e-01  6.808879e-02 -4.131092e-02
  [711]  2.346757e-01  1.541766e-01 -3.008642e-01 -3.786387e-01  1.217299e-01
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