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searching for Single-index model 4 found (15 total)

alternate case: single-index model

Semiparametric regression (1,170 words) [view diff] no match in snippet view article find links to article

{\displaystyle z} using an appropriate nonparametric regression method. A single index model takes the form Y = g ( X ′ β 0 ) + u , {\displaystyle Y=g\left(X'\beta
Linear regression (10,427 words) [view diff] exact match in snippet view article find links to article
model. Under certain conditions, simply applying OLS to data from a single-index model will consistently estimate β up to a proportionality constant. Hierarchical
Functional data analysis (6,704 words) [view diff] no match in snippet view article find links to article
p-dimensional domain. The case p = 1 {\displaystyle p=1} yields a functional single index model while multiple index models correspond to the case p > 1 {\displaystyle
Functional regression (2,806 words) [view diff] no match in snippet view article find links to article
dt\right)+\varepsilon .} Taking p = 1 {\displaystyle p=1} yields a functional single index model. However, for p > 1 {\displaystyle p>1} , this model is problematic