Statistics · real student question

The z-score of a data element is z = (x - m)/d, where x is the value, m is the mean and d is the standard deviation. Solve the formula for m.

Question

In statistics the ZZ-score of a data element is related to the value xx, the mean mm and the standard deviation dd by

z=xmd.z=\frac{x-m}{d}.

Solve this formula for mm, the mean of the data set.

Step-by-step solution

  1. Clear the denominator first. The unknown mm is trapped inside a fraction, so multiply both sides by dd (a standard deviation is positive, so this is safe):

    zd=xm.zd=x-m.

  2. Get m by itself on one side. Add mm to both sides and subtract zdzd — or, equivalently, swap mm and zdzd across the equals sign:

    m=xzd.m=x-zd.

    Working this way avoids the sign slip you get by trying to move m-m directly.

  3. Check the algebra by substituting back.

    xmd=x(xzd)d=zdd=z \frac{x-m}{d}=\frac{x-(x-zd)}{d}=\frac{zd}{d}=z\ \checkmark

  4. Read the formula for meaning. m=xzdm=x-zd says the mean sits zz standard deviations below the value. If z>0z>0 the value is above the mean, so subtracting zdzd moves you down to it; if z<0z<0 the subtraction of a negative moves you up. The sign works out automatically.

  5. Try a numerical example. If x=85x=85, z=1.5z=1.5 and d=6d=6, then m=851.5(6)=859=76m=85-1.5(6)=85-9=76. Checking forwards: 85766=96=1.5\dfrac{85-76}{6}=\dfrac{9}{6}=1.5 ✓.

Answer

m=xzdm=x-zd

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