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A z score (or standardized value) is measured in units of the standard deviation. It indicates how many standard deviations the value x is above (to the right of) or below (to the left of) the mean, μ. Values of x that are larger than the mean have positive z scores, and values of x that are smaller than the mean have negative z scores. If x equals the mean, then x has a zero z score. It is important to note that the mean of the z scores is zero, and the standard deviation is one.

z scores help find outliers or unusual values in any data distribution. According to the range rule of thumb, outliers or unusual values have z scores less than -2 or greater than +2.

Tags
Z ScoreStandardized ValueStandard DeviationMeanOutliersRange Rule Of Thumb

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1.8 : Introduction to z Scores

Chemical Applications of Statistical Analyses

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1.1 : SI Units: 2019 Redefinition

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1.2 : Degrees of Freedom

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1.3 : Statistical Analysis: Overview

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1.4 : Types of Errors: Detection and Minimization

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1.5 : Systematic Error: Methodological and Sampling Errors

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1.6 : Random Error

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1.7 : Standard Deviation of Calculated Results

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1.9 : Uncertainty: Overview

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1.10 : Propagation of Uncertainty from Random Error

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1.11 : Propagation of Uncertainty from Systematic Error

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1.12 : Uncertainty: Confidence Intervals

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1.13 : Significance Testing: Overview

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1.14 : Identifying Statistically Significant Differences: The F-Test

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1.15 : Comparing Experimental Results: Student's t-Test

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