Raw Score Calculator
Compute raw scores from mean, standard deviation, and z-score, or solve any missing variable from the same relationship.
What This Raw Score Calculator Does
This tool converts between raw score, z-score, mean, and standard deviation. Pick the quantity you want to solve, enter the other three values, and the calculator rearranges the same formula instantly.
Raw Score Formula
$$z = \frac{X-\mu}{\sigma} \qquad \Longleftrightarrow \qquad X = z\sigma + \mu$$
Because the relationship is algebraic, you can isolate any one variable:
- $X = z\sigma + \mu$
- $z = \frac{X-\mu}{\sigma}$
- $\mu = X - z\sigma$
- $\sigma = \frac{X-\mu}{z}$
Why Raw Scores Matter
A raw score is the original observed value before standardization. Z-scores are useful for comparison across datasets, but the raw score tells you the actual number of points, measurements, or units. If you need the standardized side of the problem, also try our Z Score Calculator and Normal Distribution Calculator.
Frequently Asked Questions
What is a raw score?
A raw score is the original value before you normalize, standardize, rank, or convert it into another scale.
Can the z-score be negative?
Yes. A negative z-score means the raw score falls below the mean of the distribution.
Why must standard deviation be positive?
Standard deviation measures spread, so it cannot be zero or negative in these conversions.
When can I solve for standard deviation?
You need a non-zero z-score. If z equals zero, many standard deviations would satisfy the equation.