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Muhammad Aslam – Measurement: Interdisciplinary Research and Perspectives, 2025
The existing algorithm employing the log-normal distribution lacks applicability in generating imprecise data. This paper addresses this limitation by first introducing the log-normal distribution as a means to handle imprecise data. Subsequently, we leverage the neutrosophic log-normal distribution to devise an algorithm specifically tailored for…
Descriptors: Statistical Distributions, Algorithms, Sampling
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Wendy Chan; Jimin Oh; Katherine J. Strickland – Society for Research on Educational Effectiveness, 2025
Background: The generalizability of a study refers to the extent to which the results and inferences from a sample apply to individuals in a larger target population of inference (Shadish et al., 2002). In practice, the strongest tool to facilitate generalizations is random or probability sampling, which is rare in educational studies (Olsen et…
Descriptors: Generalization, Sampling, Statistical Distributions, Statistical Analysis