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Stairs, Ismael Cognard, James W. McKee, Jeffrey S. Hazboun, Jing Luo, Joseph K. Swiggum, Joseph Simon, Justin A. Ellis, Kevin Stovall, Lucas Guillemot, Matthew Kerr, Maura A. McLaughlin, Megan E. DeCesar, Megan L. Jones, Michael T. Lam, Michele Vallisneri, Natasha McMann, Nate Garver-Daniels, Nihan S. Pol, Paul B. Demorest, Paul R. Brook, Paul S. Ray, Paul T. Baker, Peter A. Gentile, Ren\\'ee Spiewak, Robert D. Ferdman, Ross J. Jennings, Ryan S. Lynch, Sarah J. Vigeland, Scott M. Ransom, Shriharsh P. Tendulkar, Stephen R. Taylor, Timothy Dolch, Timothy T. Pennucci, Victoria M. Kaspi, Weiwei Zhu, William Fiore, Zaven Arzoumanian","submitted_at":"2026-08-18T17:41:44Z","abstract_excerpt":"In this study, we use the Bayesian methods in the Enterprise package to examine the fully general parameterization of pulsar timing models in tandem with noise. We investigate four pulsars, PSR J1600$-$3053, PSR J2043+1711, PSR J0740+6620, and PSR J1640+2224, through the lens of Bayesian timing. 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