Match each description with the appropriate term.  Choose the best answer.  Each question is worth 1.5 points.  Each option will only be matched exactly once. Check that you have matched all terms. 

For the COVID example we did in class, say that the entire US population size is 10000. Let’s change the test accuracy to 96%, i.e. P(T|D)=P(T^c|D^c)=0.96. 1200 people have the disease (12% from our example), 1152 people have the disease and test positive (96% true positive rate). What is P(D|T), that is the probability of having the disease given that you test positive using the Bayes’ rule? Use the tree diagram. 

Let’s say that you saw dark clouds today. There is a 70% chance of seeing dark clouds today given that it will rain tomorrow (from historical data). There is a 20% chance of seeing dark clouds today given that it won’t rain tomorrow (again from historical data). There is a 50% chance of seeing dark clouds regardless of whether or not it will rain. The current knowledge without any extra information is that there is a 30% chance of rain tomorrow. What is the updated probability of rain tomorrow given that we saw dark clouds today? Hint: Let A be the event that it will rain tomorrow and B be the event that you observed dark clouds today. You need to find P(A|B). Use the tree diagram and Bayes theorem.

What is the dose of the medication listed on the label below (including units)?  

An alert and cooperative 28-year-old woman with no prior history of lung disease underwent cesarean section 16 hr earlier. Her x-ray film currently is clear. Which approache to preventing atelectasis would you recommend for this patient?

 A patient complains of a “tingling” feeling in her lips during an incentive spirometry treatment. The RT should instruct the patient to ___________________.

In 3-4 sentences write about something that you studied that was not on this exam. 

Suppose a thread is created using the Thread class in an Android’s Main Activity. What can this thread change in the system?

What class of devices is used for data processing in the Internet of Things (IoT)?

The biological species concept relies mainly on ____________________ to define a species.