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ASTM D4270-95 (Reapproved 2001) is a standard guide under the jurisdiction of ASTM Subcommittee D13.93 on Statistics. It is designed to assist task groups in the preparation of test methods by effectively using existing statistically related ASTM practices. The guide covers essential activities not fully detailed in existing practices and is applicable to properties evaluated by both parametric and nonparametric methods. Key terminology defined in Section 3 includes moving range (the difference without regard to sign between two successive observations), parametric techniques (assuming known distribution), and nonparametric techniques (no distribution assumptions). A practice is a definitive procedure that does not produce a test result, such as interlaboratory testing protocols, while a test method produces a test result for identification or measurement of materials or products. For additional term definitions, refer to Terminology D 123 (Relating to Textiles) and Terminology E 456 (Relating to Quality and Statistics).
The standard references several ASTM practices that provide statistical frameworks for test method development. These include practices for interlaboratory testing, specimen statements, precision and bias writing, and sampling protocols. The following table summarizes key referenced practices:
| 🟦 Standard ID | 📐 Title | 🎯 Application |
|---|---|---|
| D 2904 | Practice for Interlaboratory Testing of a Textile Test Method that Produces Normally Distributed Data | For normally distributed data analysis |
| D 2906 | Practice for Statements on Precision and Bias for Textiles | Guidance for precision/bias statements |
| D 4271 | Practice for Writing Statements on Sampling in Test Methods for Textiles | Sampling statement development |
| D 4356 | Practice for Establishing Consistent Test Method Tolerances | Tolerance establishment |
| E 691 | Practice for Conducting an Interlaboratory Study to Determine the Precision of a Test Method | Precision determination |
Section 4 of D4270-95 provides a summary illustrated in Fig. 1, which outlines the sequential steps in test method development. These steps include defining the test method scope, identifying appropriate statistical practices for data analysis, conducting interlaboratory studies using practices like D 2904 or D 4467 for non-normal data, and developing statements on precision and bias as per D 2906. The guide emphasizes the use of existing practices to ensure consistency and statistical validity, reducing variability in test results across laboratories and materials.
The guide aims to assist task groups in developing and writing test methods by leveraging existing statistically related ASTM practices. It ensures that essential activities, such as interlaboratory testing and precision statements, are effectively incorporated during test method development, ultimately improving the reliability and reproducibility of test results.
It provides instructions for both parametric methods (assuming normal distribution) and nonparametric methods (no distribution assumptions), with more detailed guidance for parametric evaluations. For non-parametric data, specific practices like D 4467 are referenced to ensure appropriate statistical treatment.
A practice is a definitive procedure that does not produce a test result, such as writing sampling statements or conducting interlaboratory studies, while a test method produces a test result for evaluation of materials or products. This distinction is crucial for selecting the correct ASTM standard during development.
Refer to Terminology D 123 (Relating to Textiles) and Terminology E 456 (Relating to Quality and Statistics) for definitions of other terms used in the standard, ensuring consistent understanding across all referenced practices.