Using replicate() for simulation

Use the replicate() function to simulate 100,000 trials of waiting for the first heads after flipping coins with 20% chance of heads. Plot a histogram of this simulation by calling qplot().

This exercise is part of the course

Foundations of Probability in R

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Exercise instructions

  • Use replicate() to simulate 100,000 geometric trials. Copy and paste the expression given to you as your second argument to replicate().
  • Plot a histogram by calling qplot() on the replications.

Hands-on interactive exercise

Have a go at this exercise by completing this sample code.

# Existing code for finding the first instance of heads
which(rbinom(100, 1, 0.2) == 1)[1]

# Replicate this 100,000 times using replicate()
replications <- 

# Histogram the replications with qplot
qplot(___)