Question

In: Computer Science

1. In R Studio create a plot with two subplots (2 rows, 1 column): a). Display...

1. In R Studio create a plot with two subplots (2 rows, 1 column):

a). Display five Gaussian pdf curves for the six mean/standard deviation pairs (0, 1), (0, 2), (0, 3), (1, 1), (1, 2), (1.3) in the upper subplot using distinct colors for each curve.
b). Repeat the same procedure for corresponding cdfs in the lower plot.

Solutions

Expert Solution

Code snippet:

mean = c(0,0,0,1,1,1)
sd = c(1,2,3,1,2,3)
x = seq(-4,4,length=200) #input data
hx = dnorm(x, mean = 0, sd = 1)
colors <- c("black", "red", "green", "blue", "lightblue","purple")

labels <- c("(0,1)", "(0,2)", "(0,3)", "(1,1)", "(1,2)","(1,3)")

par(mfrow=c(2,1))  #for subplotting

plot(x, hx, type="l", main="pdf curves")

for(i in 2:length(mean)){
lines(x, dnorm(x, mean = mean[i], sd = sd[i]), lwd=2, col=colors[i])
  }

legend("topright", title="pdf distributions",
labels, ncol = 2,fill = 1:6, col=color ,cex = 0.45)

hx1 = pnorm(x, mean = 0, sd = 1)
plot(x, hx1, type="l", xlab="x value",
ylab="Density", main="cdf curves", lty = 1)
for(i in 2:length(mean)){
lines(x, pnorm(x, mean = mean[i], sd = sd[i]), lwd=2, col=colors[i])
  }
legend("topleft", title="cdf distributions",
labels,fill = 1:6, ncol = 2, col=colors,cex = 0.45)

venereology answered 4 months ago
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