Example 7.1: Create a Fibonacci sequence
Example 7.2: Simulate data from a logistic regression
Example 7.3: Simple jittered scatterplot with smoother for dichotomous outcomes with continuous predictors
Example 7.4: A prettier jittered scatterplot
Example 7.5: Replicating a prettier jittered scatterplot
Example 7.6: Find Amazon sales rank for a book
Example 7.7: Tabulate binomial probabilities
Example 7.8: Plot two empirical cumulative density functions using available tools
Example 7.9: Get data from SAS into R
Example 7.10: Get data from R into SAS
Example 7.11: Plot an empirical cumulative distribution function from scratch
Example 7.12: Calculate and plot a running average
Example 7.13: Read a file with two lines per observation
Example 7.14: A simple graphic of sales
Example 7.15: A more complex sales graphic
Example 7.16: Assess robustness of permutation test to violations of exchangeability assumption
Example 7.17: The Smith College diploma problem
Example 7.18: Displaying missing value categories in a table
Example 7.19: Find the closest pair of observations
Example 7.20: Simulate categorical data
Example 7.21: Write a function to simulate categorical data
Example 7.22: The Knapsack problem
Example 7.23: The Monty Hall problem
Example 7.24: Sampling from a pathological distribution
Example 7.25: Compare draws with distribution
Example 7.26: Probability question
Example 7.27: Probability question reconsidered
Example 7.28: Bubble plots
Example 7.29: Bubble plots colored by a fourth variable
Example 7.30: Simulate censored survival data
Example 7.31: Contour plot of BMI by weight and height
Example 7.32: Add reference lines to a plot; fine control of tick marks
Example 7.33: Specifying fonts in graphics
Example 7.34: Propensity scores and causal inference from observational studies
Example 7.35: Propensity score matching
Example 7.36: Prospensity score stratification
Example 7.37: Calculation of Hotelling's T^2
Example 7.38: Kaplan-Meier survival estimates
Example 7.39: Nelson-Aalen estimate of cumulative hazard
Example 7.40: Nelson-Aalen plotting
Example 7.41: Hazard function plotting
Example 7.42: Testing Cox model proportionality assumption