Analyzing the Setup
Statistics is not just about crunching numbers; it is about finding the hidden structure within them. We are given seven observations: 170,125,230,190,210,a,b.
We know the median is 170 and the mean deviation about the median is 7205. Our goal is to find the mean deviation about the mean.
The Modulus Trap
For seven observations, the median is the fourth term when arranged in ascending order. We already have three values greater than 170: 190,210, and 230.
For 170 to sit perfectly in the fourth position, the remaining three values must be less than or equal to it. This means a and b must be ≤170.
This constraint allows us to resolve the modulus brackets in the formula for mean deviation about the median, MDM=n∑∣xi−M∣, where M=170. Because a,b≤170, the terms ∣a−170∣ and ∣b−170∣ become (170−a) and (170−b) respectively.
The Power of the Sum
We set up the equation for the mean deviation about the median:
7205=7∣125−170∣+∣170−170∣+∣190−170∣+∣210−170∣+∣230−170∣+(170−a)+(170−b)
Simplifying the numerator, we obtain:
205=45+0+20+40+60+340−(a+b)
This reduces to 205=505−(a+b), which yields the critical sum:
The Final Stretch
With a+b=300, we calculate the arithmetic mean xˉ:
xˉ=7125+170+190+210+230+(a+b)=7925+300=71225=175
Now, we calculate the mean deviation about the mean, MDxˉ=7∑∣xi−175∣. Since a,b≤170, they are also <175, meaning ∣a−175∣=175−a and ∣b−175∣=175−b.
The sum becomes:
MDxˉ=7∣125−175∣+∣170−175∣+∣190−175∣+∣210−175∣+∣230−175∣+(175−a)+(175−b)
Substituting the values:
MDxˉ=750+5+15+35+55+350−(a+b)=7510−300=7210=30
The final answer is 30.