Spline Regression Models

By Lawrence C. Marsh. 2001

326 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/72bc132a9dcffa568a537c8acae5113c955f3178

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In Statistics and Probability

Citations in the corpus

Competition and Relationship Lending: Friends or Foes? (2011, unknown): “Firstly, we adopt a less parametric approach, estimating a linear spline with one discontinuity point (Marsh and Cormier, 2002): where I T is an indicator function such that: In order to avoid any arbitrariness we chose the threshold HHI T estimating equation (2) by OLS with all possible…”
An Integrated Model of Application, Admission, Enrollment, and Financial Aid (2006, background): “These variables represented a linear “spline” of the admissions index with “knots” at the relevant decision-making thresholds (see Marsh & Cormier, 2001 on the use of splines).”
Critical Incidents and the Impact of Satisfaction on Customer Share (2008, unknown): “…k − −+ × × + × 1 1 , ,( ) ( ) β γ I ti i noCI ti i C servsat N k servsat I k × + × × + × ( ) ( ) γ δ I ti i noCI ti i price N k price I k re × + × × + × × ( ) ( ) co δ κ v ( ) , ti i ti m industry m m I k multci d + × × + × = ρ χ3 1 4 ∑ + × +dtime tτ ε3 3 , …, 6, with corresponding threshold…”
Macroeconomics, economic crisis and electoral outcomes: A national European pool (2014, background): “Recall that spline regression has value when the research question concerns what produces differences in slope (Marsh and Cormier, 2002).”
All Aspirations are not Created Equal: The Differential Effects of Historical and Social Aspirations on Acquisition Behavior (2014, methodology): “We specified relative acquirer market returns using a spline function, which allows the variable coefficient to change at a predetermined point (Marsh & Cormier, 2002).”