Q. An investment consultant predicts that the odds against the price of a certain stock will go up during the next week are 2:1 and the odds in favour of the price remaining the same are 1:3. What is the probability that the price of the stock will go down during the next week?
Introduction to Probability and Odds
To begin with, we
need to understand the difference between odds and probability, as the question
relies on both concepts. Probability is a mathematical measure of the
likelihood that a certain event will occur, and it ranges from 0 (impossible event)
to 1 (certain event). For example, if there’s a 50% chance of rain tomorrow,
the probability is 0.5.
Odds, on the other
hand, are a ratio of the likelihood of an event happening versus the likelihood
of it not happening. Odds are often stated as "odds in favour" or
"odds against" an event. The odds in favour of an event are the ratio
of the number of favorable outcomes to the number of unfavorable outcomes.
Conversely, the odds against an event are the ratio of the number of unfavorable
outcomes to the number of favorable outcomes.
Problem Breakdown
In the given
question, an investment consultant predicts that:
1.
The
odds against the price of the stock going up are 2:1.
2.
The
odds in favour of the price remaining the same are 1:3.
The task is to
determine the probability that the price of the stock will go down during the
next week.
To solve this
problem, we need to clarify what each event entails:
- "The
price goes up" is one possible outcome.
- "The
price stays the same" is another possible outcome.
- "The
price goes down" is the third possible outcome.
Together, these
three outcomes (going up, staying the same, or going down) cover all possible
scenarios for the price of the stock. This means that the sum of the
probabilities for all three outcomes must equal 1.
Step 1: Understanding Odds and Converting to Probabilities
Odds Against the Price Going Up
The odds against
the price of the stock going up are given as 2:1. This means that for every 3
possible outcomes, 2 of them are that the price will not go up, and 1 of them
is that the price will go up.
To convert this
into probability, we use the following formula:
In this case, the
number of favorable outcomes (for the stock going up) is 1, and the total
number of outcomes (up + not up) is 3 (since the odds are 2:1). Therefore, the
probability of the price going up is:
Odds In Favour of the Price Remaining the Same
The odds in favour
of the price remaining the same are given as 1:3. This means that for every 4
possible outcomes, 1 of them is that the price will remain the same, and 3 of
them are that the price will not remain the same (it either goes up or down).
To convert these
odds into probability, we use a similar process. The number of favorable
outcomes (for the price remaining the same) is 1, and the total number of
outcomes (same + not same) is 4. Therefore, the probability of the price
remaining the same is:
Probability of the Price Going Down
The sum of the
probabilities for all three outcomes must be equal to 1:
Substituting the
probabilities for the "Up" and "Same" outcomes:
To find the
probability that the price goes down, we solve for
We need to add
Now add the
fractions:
Substitute this
back into the equation:
Conclusion
Thus, the
probability that the price of the stock will go down during the next week is
Final Thoughts on the Calculation
This problem
demonstrates how odds can be translated into probabilities. The key is
recognizing that odds give us a ratio of favorable to unfavorable outcomes, and
from this, we can derive the probability. The most important aspect of solving
this problem was understanding that the sum of all probabilities must equal 1,
which allowed us to solve for the unknown probability of the price going down.
Now that we've
completed the calculation and arrived at the probability, let's briefly
summarize the steps taken:
1.
We
were given the odds for two possible outcomes: the price going up and the price
staying the same.
2.
We
converted those odds into probabilities.
3.
We
used the fact that the total probability must add up to 1 to find the
probability that the price would go down.
This approach can
be generalized to other problems involving odds and probability, and the same
method can be applied to different events, provided that the sum of
probabilities is always 1.
0 comments:
Note: Only a member of this blog may post a comment.