Sleep apnea and sleep stage transitioning. Sleep apnea is a common sleep disorder characterized by collapses of the upper airway during sleep. Chance (Winter 2009) investigated the role of sleep apnea in how people transition from one sleep stage to another. The various stages of sleep for a large group of sleep apnea patients were monitored in 30-second intervals, or “epochs.” For each epoch, sleep stage was categorized as Wake, REM, or Non-REM. The table on the next page provides a summary of the results. Each cell of the table gives the number of epochs that occurred when transitioning from the previous sleep stage to the current sleep stage. Consider the previous and current sleep stage of a randomly selected epoch from the study.
Previous Sleep Stage | |||
Current Stage | Non-REM | REM | Wake |
Non-REM | 31,880 | 160 | 1,733 |
REM | 346 | 7,609 | 175 |
Wake | 1,588 | 358 | 6,079 |
Totals | 33,814 | 8,127 | 7,987 |
Based on Caffo, B. S., et al. “An overview of sleep research with application to sleep stage transitioning.” Chance, Vol. 22, No. 1, Winter 2009 (Table).
a. List the sample points for this experiment.
b. Assign reasonable probabilities to the sample points.
c. What is the probability that the current sleep stage of the epoch is REM?
d. What is the probability that the previous sleep stage of the epoch is Wake?
e. What is the probability that the epoch transitioned from the REM sleep stage to the Non-REM sleep stage?
We need at least 10 more requests to produce the solution.
0 / 10 have requested this problem solution
The more requests, the faster the answer.