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Q1(v):

Complete the following statements: (v) The probability of an event is greater than or equal to             and less than or equal to             .

Solution :

Given: The definition of the probability of an event $E$, denoted as $P(E)$, in the context of classical probability theory.

To Find: The lower and upper bounds for the probability of any event $E$.

Step 1: Understanding the definition of an event
In probability theory, an event $E$ is a subset of the sample space $S$. The probability of an event is a measure of the likelihood that the event will occur. By definition, the probability $P(E)$ is given by the ratio of the number of favorable outcomes to the total number of possible outcomes in the sample space.

Step 2: Analyzing the Impossible Event
An impossible event is an event that cannot occur. The number of favorable outcomes for an impossible event is $0$.
Therefore, $P(\text{Impossible Event}) = \frac{0}{n(S)} = 0$.
This establishes the minimum possible value for any probability, which is $0$.

Step 3: Analyzing the Sure Event
A sure event (or certain event) is an event that is guaranteed to occur. The number of favorable outcomes for a sure event is equal to the total number of outcomes in the sample space, $n(S)$.
Therefore, $P(\text{Sure Event}) = \frac{n(S)}{n(S)} = 1$.
This establishes the maximum possible value for any probability, which is $1$.

Step 4: Formulating the Inequality
Since the number of favorable outcomes for any event $E$ must be greater than or equal to $0$ and cannot exceed the total number of outcomes in the sample space $n(S)$, we have the following inequality:
$0 \leq \text{Number of favorable outcomes} \leq n(S)$
Dividing the entire inequality by $n(S)$ (where $n(S) > 0$):
$\frac{0}{n(S)} \leq \frac{\text{Number of favorable outcomes}}{n(S)} \leq \frac{n(S)}{n(S)}$
$0 \leq P(E) \leq 1$

Step 5: Conclusion
Based on the derivation above, the probability of an event is always greater than or equal to $0$ and less than or equal to $1$.

Final Answer: The probability of an event is greater than or equal to 0 and less than or equal to 1.


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