Adjustments of the profile likelihood from a new perspective

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Prior Distributions From Pseudo-Likelihoods in the Presence of Nuisance Parameters (2009, background): “…not standard, the approach has been already considered by, for example, Efron (1993); Bertolino and Racugno (1992, 1994); Raftery, Madigan, and Volinsky (1996); Fraser et al. (2003); Cabras, Racugno, and Ventura (2006); Lin (2006); Chang and Mukerjee (2006); and Greco, Racugno, and Ventura (2008).”
Robust priors in nonlinear panel data models (2007, methodology): “This last idea was proposed by Pace and Salvan (2006) in the context of bias correction of the concentrated likelihood.”
Hyperbolic Transformation and Average Elasticity in the Framework of the Fixed Effects Logit Model (2011, methodology): “Various approaches are proposed in line with the bias-adjustment: Hahn and Newey (2004) [8], Cox and Reid (1987) [9], Lancaster (2002) [10], Arellano (2003) [11], Arellano and Bonhomme (2009) [12], Carro (2007) [13], Fernández-Val (2009) [14], Severini (1998) [15], Pace and Salvan (2006) [16], Beste”