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Glossary Terms and Equations

Accuracy

The degree of agreement between an observed value and an accepted reference value. The concept of accuracy includes both bias (systematic error) and precision (random error).

Bias

A persistent positive or negative deviation of the measured value from the true value. In practice, it is expressed as the difference between the value obtained from analysis of a homogeneous sample and the accepted true value.

Bias = True value - Measured mean value

Box Plot

A graphical summary representation of the distribution of a set of data, the top and bottom of the box representing the 25th and 75th percentile. The horizontal line represents the median concentration, and the lower and upper Ts extend to the 10th and 90th percentile concentrations.

Control Chart

A graphical plot of test results with respect to time or sequence of measurement, together with limits within which they are expected to lie when the system is in a state of statistical control (Taylor, 1987).

Critical Concentration

A calculated concentration used to determine whether the measured bias is statistically significant (Anderson, 1987).

critical concentration =  t * ssp

 

where:        

 

ssp = pooled standard deviation
s1 = standard deviation of reference solution measurements
s2 = standard deviation of daily QCS measurements
n = number of values
t = t statistic at the 95% confidence level and (n1 + n2) !2 degrees of freedom

External Blind Sample

A Quality Assurance sample of known analyte concentrations submitted to the laboratory by an external agency. These samples arrive at the CAL as normal weekly rain samples and undergo routine processing and analysis. The identity of the sample is unknown to the CAL until all analyses are complete. Data are used to assess contamination potential from handling and shipping.

Internal Blind Sample

A Quality Assurance sample of known analyte concentrations submitted to the laboratory by the QA Specialist. The identity of the sample is known to the processing staff only. The analyte concentrations are unknown to the analysts. These data are valuable in assessing bias and precision for network samples.

Mean 

The average obtained by dividing a sum by the number of its addends.


where:

n = number of values
xi = values

Mean Bias

The sum of the bias for each sample divided by the total number of replicates (n).

Mean Percent Recovery

The sum of the percent recovery for each sample divided by the number of replicates (n).

Method Detection Limit   MDL

The minimum concentration of an analyte that can be reported with 99 percent confidence that the value is greater than zero (Glaser et al., 1981).

Paired Data t Test

where:

d = the difference in each pair of values

    = the average difference in the pairs of values. The absolute value is generally used.


n = the number of pairs of values


df = degrees of freedom associated with t


sd = standard deviation of the differences between the pairs

Percent Bias

The difference between the mean value obtained by repeated analysis of a homogeneous sample and the accepted true value expressed as a percentage of the true value.

%Bias = 100 * [(Vm ! Vt )/Vt ]

where:

Vm = mean measured value
Vt = true value

Precision

The degree of agreement of repeated measurements of a homogeneous sample by a specific procedure, expressed in terms of dispersion of the values obtained about the mean value. It is often reported as the sample standard deviation (s).

Quality Assessment

The system of procedures that ensures that QC practices are achieving the desired goal in terms of data quality. Included is a continuous evaluation of analytical performance data.

Quality Assurance    QA

An integrated system of activities involving planning, QC, reporting, and remedial action to ensure that a product or service meets defined standards of quality.

Quality Control    QC

The system of procedures designed to eliminate analytical error. These procedures determine potential sources of sample contamination and monitor analytical procedures to produce data within prescribed tolerance limits.

Quality Control Solution    QCS

A solution containing known concentrations of analytes used by the analysts to verify calibration curves and validate sample data. The values obtained from the analyses of these samples are used for calculation of bias and precision and for the monthly control charts.

Relative Standard Deviation    RSD

The standard deviation expressed as a percentage.

RSD = 100 * (s/)

where:

s = sample standard deviation
 
   = mean value

Replicates (Splits)

Two aliquots of the same sample treated identically throughout the laboratory analytical procedure. Analyses of laboratory replicates are beneficial when assessing precision associated with laboratory procedures but not with collection and handling.

Sensitivity

The method signal response per unit of analyte.

Standard Deviations

The number representing the dispersion of values around their mean.

where:

n = number of values

Standard Deviation Estimated from paired Measurements

The standard deviation may be estimated from the differences of several sets of paired measurements using the equation (Taylor, 1987):

where:

d = difference of duplicate measurements

k = number of sets of duplicate measurements

Variance   s2

The best measure of the dispersion of repeated results (precision) or the measure of the dispersion of a series of results around their average. (Anderson, 1987).

where: 

                        , the difference between value 1 and 2 of pair i

n = the number of pairs of data

Web page was updated 01/20/2010

 

CAL Questions? Contact Chris Lehmann, Director
Central Analytical Laboratory - (217) 244-0868
Web Comments: E-Mail Pamela Bedient