Polygraph Glossary Scoring

regression analysis

Definition
Regression analysis mathematically models relationships between variables and is used for prediction. In PDD, at least one Algorithm uses a form of regression to combine physiological measures for optimal decision accuracy.

What Is Regression Analysis?

Regression analysis mathematically models relationships between variables and is used for prediction. In PDD, at least one Algorithm uses a form of regression to combine physiological measures for optimal decision accuracy.

Professional Standards

The American Polygraph Association Standards of Practice govern the use of polygraph techniques and scoring methods. Only validated techniques with published peer-reviewed research support should be used for diagnostic purposes. The test data analysis method must be approved and applied consistently to ensure reliable and defensible results.

Research Basis

For access to the published research supporting polygraph techniques and scoring methods, visit the polygraph research database. Understanding the empirical foundation of each technique is essential for practitioners, researchers, and those evaluating polygraph evidence.

Professional Context

This concept forms part of the knowledge base expected of qualified forensic psychophysiologists. Training at APA-accredited schools covers the theoretical foundations, practical applications, and research evidence underlying all aspects of polygraph methodology. Ongoing continuing education ensures practitioners stay current with developments in the field.

Cross-references

More scoring terms in this glossary
Weighted Score A numerical polygraph score in which different physiological channels are given different mathematical weights based ... type II error A Type II error is the probability of not rejecting a false null hypothesis — failing to detect deception when it is ... Interrater Reliability A measure of consistency between different examiners scoring the same polygraph charts. High interrater reliability i... Bayesian Analysis A statistical approach used in polygraph scoring algorithms (including PolyScore) that calculates the posterior proba... outlier An outlier is a value far beyond the normal range. In PDD data, outliers may be excluded because they disproportionat... Three-Position Scoring A simplified numerical scoring method using only three values: +1 (comparison response stronger), 0 (equal/no signifi...

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