Step 1: Understanding the Question:
A fair coin is flipped 3 times, leading to a sample space of 8 equally likely outcomes. The random variable $X$ is defined as the absolute mathematical difference between the total counts of Heads ($H$) and Tails ($T$), i.e., $X = |N_H - N_T|$. We need to find the probability that $X = 1$.
Step 2: Key Formula or Approach:
1. List out the sample space $S$ for 3 coin tosses.
2. For each sample point, evaluate the absolute difference $X = |N_H - N_T|$.
3. Use the classical probability definition: $P(X = 1) = \frac{\text{Number of Favorable Outcomes}}{\text{Total Outcomes}}$.
Step 3: Detailed Explanation:
The total sample space $S$ contains $2^3 = 8$ elements:
$$S = \{HHH, HHT, HTH, THH, HTT, THT, TTH, TTT\}$$
Let's calculate $X$ for each outcome:
For $HHH$: $3$ heads, $0$ tails $\implies X = |3 - 0| = 3$
For $HHT$: $2$ heads, $1$ tail $\implies X = |2 - 1| = 1$
For $HTH$: $2$ heads, $1$ tail $\implies X = |2 - 1| = 1$
For $THH$: $2$ heads, $1$ tail $\implies X = |2 - 1| = 1$
For $HTT$: $1$ head, $2$ tails $\implies X = |1 - 2| = 1$
For $THT$: $1$ head, $2$ tails $\implies X = |1 - 2| = 1$
For $TTH$: $1$ head, $2$ tails $\implies X = |1 - 2| = 1$
For $TTT$: $0$ heads, $3$ tails $\implies X = |0 - 3| = 3$
The outcomes where $X = 1$ are $\{HHT, HTH, THH, HTT, THT, TTH\}$.
The number of favorable outcomes is 6.
$$P(X = 1) = \frac{6}{8} = \frac{3}{4}$$
Step 4: Final Answer:
The probability that $P(X = 1)$ is $\frac{3}{4}$, which corresponds to option (D).