draw.squareplots: Draw Square Plots

In CIS.DGLM: Covariates, Interaction, and Selection for DGLM

Description

This function draws square plots for As and Bs in each variable in the mean and variance models with the Mean Estimate vs Standard Deviation Estimate

Usage

draw.squareplots(
  fn.mean.A,
  fn.mean.B,
  fn.sd.A,
  fn.sd.B,
  fn.pe.mean,
  fn.pe.sd,
  variables,
  ishybrid,
  num.vars
)

Arguments

fn.mean.A	file name of file with confidence intervals of mean stress, environment level A data. Can be either hybrid or inbred data.
fn.mean.B	file name of file with confidence intervals of mean stress, environment level B data. Can be either hybrid or inbred data.
fn.sd.A	file name of file with confidence intervals of SD stress, environment level A data. Can be either hybrid or inbred data.
fn.sd.B	file name of file with confidence intervals of SD stress, environment level B data. Can be either hybrid or inbred data.
fn.pe.mean	file name of file with point estimates of mean for each gene (both A and B environment levels present). Can be either hybrid or inbred data.
fn.pe.sd	file name of file with point estimates of SD for each gene (both A and B environment levels present). Can be either hybrid or inbred data.
variables	list of variables from mean and variance models. Mean vars needs to be listed first, then variance vars.
ishybrid	indicates the type of the data set being examined. Choose 'Hybrid' or 'Inbred' or "All".
num.vars	number of variables per model. Used to ascertain if a variable falls in the mean or the variance model.

Value

There is no return for this function; it prints square plots for each of the variables listed in the parameter 'variables'.

Examples

test.data <- simu.inter.dat.interboth(n.rep = 3, n.obs.per.rep = 15, ran.seed = 1)
variables <- colnames(test.data[-1])
mean_stress(test.data, variables, 'stress')
sink();
sd.stress(test.data, variables, 'stress')
sink();
bootstrap(test.data, n.boot=100,variables, 'stress')
plot_vars <- c("loci_var.4","loci_var.7.env_var.2","loci_var.3",
"loci_var.5","loci_var.8.env_var.2","loci_var.4")
draw.squareplots('bootstrap mean A stress.txt','bootstrap mean B stress.txt',
'bootstrap sd A stress.txt', 'bootstrap sd B stress.txt', 'mean_stress.txt',
'sd_stress.txt', plot_vars, 'All', 3)
unlink(c('bootstrap mean A stress.txt','bootstrap mean B stress.txt',
'bootstrap sd A stress.txt', 'bootstrap sd B stress.txt',
'mean_stress.txt', 'sd_stress.txt'))

CIS.DGLM documentation built on Jan. 17, 2022, 9:07 a.m.