Association·arcadia

Pseudoreplication and non-independence limit model generalizability

Claim that the presence of pseudoreplication and non-independence in datasets likely limit the generalizability of comparative biological and linguistic models.

Confidence
80%
active

Evidence Quote

pseudoreplication and non-independence ... likely limit the generalizability

Relationship

Pseudoreplication and non-independence in datasets decreases Generalizability of protein models

Evidence

Supports claims that pseudoreplication and non-independence limit generalizability of experimental findings.

(1984). Pseudoreplication and the Design of Ecological Field Experiments doi:10.2307/1942661

Supports claims on statistical independence and its impact on model generalizability in linguistic dataset analyses.

(2021). Independence and generalizability in linguistics doi:10.1515/ling-2019-0049