Merge pull request #8 from aryankhandal0/master

Update how-is-this-parameter-optimal.py

Author: wblakecannon

07-statistical-thinking-in-python-(part-2)/1-parameter-estimation-by-optimization/how-is-this-parameter-optimal.py

@@ -56,18 +56,18 @@
 plt.ylabel('CDF')
 
 # Take samples with half tau: samples_half
-samples_half = ____
+samples_half = np.random.exponential(tau/2,10000)
 
 # Take samples with double tau: samples_double
-samples_double = ____
+samples_double = np.random.exponential(tau*2,10000)
 
 # Generate CDFs from these samples
-x_half, y_half = ____
-x_double, y_double = ____
+x_half, y_half = ecdf(samples_half)
+x_double, y_double = ecdf(samples_double)
 
 # Plot these CDFs as lines
 _ = plt.plot(x_half, y_half)
 _ = plt.plot(x_double, y_double)
 
 # Show the plot
-plt.show()
+plt.show()