1Density
expresses the mass of a substance per unit volume
2Specific gravity
the ratio of the mass of a substance to the mass of an equal volume of water
3mean
arithmetic average of a data set
4median
the middle value in a set of data that has been arranged in numerical order
5outlier
a result that differs significantly from others in the set
6Precision
the closeness of results to others obtained in exactly the same way
7Accuracy
the closeness of a measured value to the true or accepted value
8Absolute error
the difference between the measured value and the true value
9relative error
the absolute error divided by the true value
10Random error
affects measurement precision
11Systematic error
affects the accuracy of the results
12Gross Error
occur as a result of human error and often leads to outliers
13What are the three types of systematic errors?
Instrumental errors, Method errors, and Personal errors
14Instumental errors
caused by nonideal instrument behavior, by faulty calibrations, or by use under inappropriate conditions
15Method errors
caused by nonideal chemical or physical behavior of analytical systems
16Personal errors
caused from the carelessness, inattention, or personal limitations of the experimenter
17Blank
contains the solvent and all of the reagents in an analysis
18Matrix
the collection of all the constituents in the sample
19Gaussian curve
a curve that shows the symmetrical distribution of data around the mean of an infinite set of data
20Population
the collection of all measurements of interest to the experimenter
21Sample
a subset of measurements selected from the population
22population standard deviation
a meausure of the precision of the population
23null hypothesis
postulates two or more observed quantities are the same
24Q-test
used for deciding whether a suspected result should be retained or rejected
25Gross sample
the collection of sampling units or increments
26Steps for obtaining laboratory sample
1. Identify population
2. Collect gross sample
3. Reduce to laboratory sample
27Laboratory sample
it is the gross sample reduced in size and homogenized
28How is the gross sample size determined?
1. the uncertainty that can be tolerated between the composition of the gross sample that of the whole
2. the degree of heterogeniety of the whole
3. the level of particle size at which heterogeneity begins
29How to prepare a laboratory sample?
the gross sample needs to be reduced to a finley ground and homogenous lab sample of at most a few hundred grams
30Continuous Flow Methods
the sample is inserted into a flowing stream where a number of operations can be performed transporting it to a flow-through detector
31Discrete Batch Methods
mimic the operations that would be performed manually
32Calibration
determines the relationship between the analytical response and the analyte concentration
33Direct comparison
Colorimeters and Titrations
34External Standard Calibration
Least Squares Method
35Ideal Blank
identical to the sample but without the analyte
36Solvent blank
containing the same solvent in which the sample is dissolved
37Reagent blank
containing the solvent plus all the reagents used in sample preparation
38Minimizing Errors in Analytical Procedures
1. Multivariate Calibration
2. Saturation, Matrix Modifaction, and Masking
3. Internal Standard Methods
4. Standard Addition Methods
39Sensitivity and Detection Limits
1. Analytical and Calibration Sensitivity
2. Detection Limit
3. Linear Dynamic Range
4. Control Chart (UCL, LCL)
5. Statistical Control
6. Validation and GLP
40Four ways to analyze sample size
Macroanalysis, semimicroanalysis, microanalysis, ultramicroanalysis
41Internal Standard Method
A reference species chemically and physically similar to the analyte that is added to sample, standards, and blanks
42Classification of constituent types by analyte levels
Major, minor, trace, ultratrace