Suggestions for coping with multicollinearity in condensation logistic rules
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How to Cite

L. Melià, J. (2000). Suggestions for coping with multicollinearity in condensation logistic rules. Psicothema, 12(Suplemento), 382–385. Retrieved from https://reunido.uniovi.es/index.php/PST/article/view/7713

Abstract

Whitely (1980) proposed the first conjunctive linka ge rule relating subtask probabilities to the total item response. De Boeck (1991) defines two main families of linking rules: (1) the compensatory rule, or weighted additive and (2) the conjunctive rule. The latter formally includes the (3) disjunctive rule that can also be formulated as a conjunctive rule of the errors. Afterwards, De Boeck (1993) suggested two mixed logistic linking rules: the partially conjunctive and the partially disjunctive rules. In this paper I present a combined logistic linking rule that summarizes the three classes of effects: conjunctive, disjunctive and compensatory. The analysis of multicollinearity among the three terms, in the two components case, allows the reduction of the partially conjunctive, the partially disjunctive and the conjunctive-disjunctive-compensatory rules into a more simple combined logistic rule.
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