Lab Statistics - Fun and Easy
Dr. Rhoads has prepared a 125-page
training manual on Clinical Laboratory Statistics
-- great either as a reference or as a text for
medical technology classes. It covers following topics:
- Chapter 1. Regulations.
A review of the CLIA '88 regulations
relevant to method validation and quality
control.
- Chapter 2. Statistics 101.
A review of statistics related to method
validation and quality control.
- Chapter 3. Understanding
Experimental Error.
Development
of the concepts of experimental error and
how it can be managed. Included is a
discussion of the 25% rule which greatly
simplifies the process of setting target
values for quality control materials.
- Chapter 4. Setting Quality
Control Limits.
Understanding the quality control process
including setting target means and SDs
for quality control materials.
- Chapter 5. Method Validation
Experiments.
Which experiments
must be done to validate clinical
laboratory methods?
- Chapter 6. Linearity Style
Experiments.
Design and interpretation of experiments
to establish or verify claims for
linearity, accuracy and reportable range.
- Chapter 7. Precision Style
Experiments.
Design and interpretation of experiments
to establish or verify claims for
precision.
- Chapter 8. Reference Interval
Experiments.
Design and
interpretation of experiments to
establish or verify reference intervals
(normal ranges).
- Chapter 9. Sensitivity
Experiments.
Design and interpretation of experiments
to establish claims for limits of
detection (i.e. the lowest concentration
significantly different from zero, also
known as "analytical
sensitivity") and limits of
quantitation (i.e. the lowest
concentration which can be reliably
quantitated, also known as
"functional sensitivity").
- Chapter 10. Method Comparison
Experiments.
Design and
interpretation of method comparison
experiments. This topic also defines the
statistics calculated in method
comparison experiments and lists those
that are most important. Also included
are several example reports to illustrate
problems encountered in method comparison
experiments.
- Appendix
CLIA '88 PT limits and the
technically oriented portions of the CLIA
'88 regulations.
The manual is available separately, or in
conjunction with a one-day workshop conducted by
Dr. Rhoads. Call if you are interested in having
a workshop in your area.
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