data: Simulated dataset for testing the algorithm

In BClustLonG: A Dirichlet Process Mixture Model for Clustering Longitudinal Gene Expression Data

Description

Simulated dataset for testing the algorithm

Usage

data(data)

Format

An object of class list of length 3.

Examples

data(data)
## this is the required data input format
head(data.frame(ID=data$ID,years=data$years,data$Y))

Example output

Loading required package: MASS
Loading required package: lme4
Loading required package: Matrix
Loading required package: mcclust
Loading required package: lpSolve
  ID     years     Gene1      Gene2     Gene3       Gene4    Gene5       Gene6
1  1 0.0000000 1.8353739 -1.2239744 0.5800086  2.66940050 2.186867 -0.48769302
2  1 0.2257483 2.0553505  2.5708478 0.7857208 -1.22991747 1.871690 -0.07973024
3  1 0.4280467 2.9260264 -0.8934849 2.4165693 -1.19656751 3.232995  1.51044548
4  1 0.6263638 0.6980204  0.9620409 2.5101105  1.15917672 0.184191  3.18819663
5  1 0.8153780 1.9221801  0.5076534 2.3531332  0.19541270 1.411288  0.15587058
6  2 0.0000000 3.6855317  3.8642961 3.0614498 -0.08049905 1.048487  2.29308908
       Gene7    Gene8     Gene9    Gene10
1 -0.9207095 3.169277 0.8428223 2.5692451
2  0.1657910 3.590289 2.4527754 3.3578466
3  2.2546027 2.512597 2.3194706 0.9391158
4  1.5410392 2.067876 3.1564176 1.4713458
5  0.8633981 2.792997 1.6936299 2.3668915
6  1.1105519 1.380643 1.9653508 1.8167051

BClustLonG documentation built on July 2, 2020, 4 a.m.