Applied Linear Regression Models

By Lawrence M. Leemis. 1991

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Citations in the corpus

Measuring the Evolution of a Scientific Field through Citation Frames (2018, methodology): “However, we did not observe this effect in how authors frame tors, we regress out the number of citations from the citation function counts (Kutner et al., 2004; O’brien, 2007).”
Opposing Effects of Host Monoterpenes on Responses by Two Sympatric Species of Bark Beetles to Their Aggregation Pheromones (2000, methodology): “Each variable was tested to satisfy assumptions of normality and homogeneity of variance (Zar, 1984) by graphical analysis of residuals (Neter et al., 1983).”
Organisational resilience capacity and firm product innovativeness and performance (2014, background): “We estimated variance inflation factors (VIFs) to examine multicollinearity levels and found the results (VIFs < 10) to be below a harmful level (Neter et al. 1990).”
Conducting Studies of Decision Making in Organizational Contexts: A Tutorial for Policy-Capturing and Other Regression-Based Techniques (2002, methodology): “Readers needing fuller explanation are referred to texts such as Neter et al. (1996) or Tabachnick and Fidell (1996).”
Beyond the Intention–Behaviour Mythology (2002, background): “It is generally accepted that VIF scores below 10 and a tolerance value over .10 suggests that multi-collinearity is acceptable for the purposes of multiple linear regression (Neter et al., 1989; Hair et al., 1992).”
Linear and Nonlinear Statistical Downscaling for Rainfall Forecasting over Southeastern Brazil (2006, methodology): “The best results for the training were obtained with this criterion. b. MLR The linear downscaling used the MLR method (Neter et al. 1989) and was trained by the same data as the ANN.”
Adjusted Plus-Minus for NHL Players using Ridge Regression with Goals, Shots, Fenwick, and Corsi (2012, background): “Further details about OLS from a linear algebraic point of view can be found in most standard undergraduate linear algebra textbooks (for example, Strang (1988), Bretscher (2009), or Lay (2006)) or a multiple linear regression textbook (for example, Kutner et al. (2004)).”
Corporate governance and corporate social responsibility disclosures in insurance companies (2019, background): “It is more 2 None of the variables have a VIF value in excess of 10 (Neter et al., 1983) which suggest that multicollinearity is not a problem in interpreting the regression results.”
How Brand Awareness Relates to Market Outcome, Brand Equity and the Marketing Mix (2012, background): “1 or VIF greater than 10 indicates serious multicollinearity (Neter et al., 1989).”
Advertisements on Facebook: Identifying the persuasive elements in the development of positive attitudes in consumers (2018, background): “These values imply that there is no severe multicollinearity (Allison, 1999; Netter et al., 1996).”