References

Bellhouse, D. R. 2004. The Reverend Thomas Bayes, FRS: A Biography to Celebrate the Tercentenary of His Birth.” Statistical Science 19 (1): 3–43. https://doi.org/10.1214/088342304000000189.
Brent, Richard P. 1973. “Chapter 4: An Algorithm with Guaranteed Convergence for Finding a Zero of a Function.” In Algorithms for Minimization Without Derivatives. Englewood Cliffs, NJ: Prentice-Hall.
Casella, G., and R. Berger. 2024. Statistical Inference. Chapman & Hall/CRC Texts in Statistical Science. CRC Press. https://www.taylorfrancis.com/books/mono/10.1201/9781003456285/statistical-inference-roger-berger-george-casella.
Cauchy, Augustin-Louis. 1847. “Méthode Générale Pour La Résolution Des Systèmes d’équations Simultanées.” Comptes Rendus Hebdomadaires Des Séances de l’Académie Des Sciences 25: 536. https://gallica.bnf.fr/ark:/12148/bpt6k32298/f548.item.
Clark, Michael. 2022. “Generalized Additive Models.” https://m-clark.github.io/generalized-additive-models/.
Consul, P. C., and G. C. Jain. 1973. “A Generalization of the Poisson Distribution.” Technometrics 15 (4): 791–99. http://www.jstor.org/stable/1267389.
Dodge, Yadolah. 2008. “Weighted Least-Squares Method.” In The Concise Encyclopedia of Statistics, 566–69. New York, NY: Springer New York. https://doi.org/10.1007/978-0-387-32833-1_422.
Earlom, Richard. 1793. “Brook Taylor - National Portrait Gallery.” NPG D6930; Brook Taylor - Portrait - National Portrait Gallery. National Portrait Gallery. https://www.npg.org.uk/collections/search/portrait/mw40921/Brook-Taylor.
Fletcher, Roger. 1987. Practical Methods of Optimization. 2nd ed. New York: John Wiley & Sons.
Gelbart, Michael. 2017. “Data Science Terminology.” UBC MDS. Master of Data Science at the University of British Columbia. https://ubc-mds.github.io/resources_pages/terminology/.
Gregory, James. 1668. Vera circuli et hyperbolae quadratura cui accedit geometria pars vniuersalis inseruiens quantitatum curuarum transmutationi & mensurae. Authore Iacobo Gregorio Abredonensi. Padua, Italy: Patavii: typis heredum Pauli Frambotti bibliop. https://archive.org/details/ita-bnc-mag-00001357-001/page/n10/mode/2up.
Harding, Edward. 1798. Portrait of Colin MacLaurin. Courtesy of the Smithsonian Libraries and Archives. https://library.si.edu/image-gallery/72863.
Harris, Charles R., K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, et al. 2020. “Array Programming with NumPy.” Nature 585 (7825): 357–62. https://doi.org/10.1038/s41586-020-2649-2.
Hastie, Trevor, and Robert Tibshirani. 1986. “Generalized Additive Models.” Statistical Science 1 (3): 297–310. http://www.jstor.org/stable/2245459.
Johnson, A. A., M. Q. Ott, and M. Dogucu. 2022. Bayes Rules!: An Introduction to Applied Bayesian Modeling. Chapman & Hall/CRC Texts in Statistical Science. CRC Press. https://www.bayesrulesbook.com/.
Leemis, Larry. n.d. Univariate Distribution Relationship Chart.” https://www.math.wm.edu/~leemis/chart/UDR/UDR.html.
Liu, Dong C., and Jorge Nocedal. 1989. “On the Limited Memory BFGS Method for Large Scale Optimization.” Mathematical Programming 45: 503–28. https://doi.org/10.1007/BF01589116.
Lohr, S. L. 2021. Sampling: Design and Analysis. Chapman; Hall/CRC. https://doi.org/https://doi.org/10.1201/9780429298899.
Maclaurin, Colin. 1742. A Treatise of Fluxions. Edinburgh, Scotland: Printed for the Author by T.W.; T. Ruddimans. https://archive.org/details/treatiseonfluxio02macl/page/n5/mode/2up.
Nelder, J. A., and R. W. M. Wedderburn. 1972. “Generalized Linear Models.” Journal of the Royal Statistical Society, Series a (General) 135 (3): 370–84.
Newton, Isaac, and John Colson. 1736. Methodus Fluxionum Et Serierum Infinitarum. London: Printed by Henry Woodfall;; sold by John Nourse. https://www.loc.gov/item/42048007/.
O’Donnell, T. 1936. History of Life Insurance in Its Formative Years. Compiled from Approved Sources by T. O’Donnell. Chicago.
R Core Team. 2024. “R: A Language and Environment for Statistical Computing.” Vienna, Austria: R Foundation for Statistical Computing. https://www.R-project.org/.
Raphson, Joseph. 1697. Analysis Æquationum Universalis. 2nd ed. London: Thomas Bradyll. https://doi.org/10.3931/e-rara-13516.
Reinhart, Alex. 2015. Statistics Done Wrong: The Woefully Complete Guide. 1st ed. San Francisco, CA: No Starch Press. https://www.statisticsdonewrong.com/index.html.
Robinson, David, Alex Hayes, and Simon Couch. 2025. Broom: Convert Statistical Objects into Tidy Tibbles. https://broom.tidymodels.org/.
Rousseeuw, Peter J., and Annick M. Leroy. 1987. Robust Regression and Outlier Detection. Wiley Series in Probability and Mathematical Statistics. John Wiley & Sons. https://doi.org/10.1002/0471725382.
Scotland, National Galleries of. n.d. Professor James Gregory, 1638 - 1675 (1). Mathematician. Professor James Gregory, 1638 - 1675 (1). Mathematician | National Galleries. https://www.nationalgalleries.org/art-and-artists/31132/professor-james-gregory-1638-1675-mathematician.
Seabold, Skipper, and Josef Perktold. 2010. “Statsmodels: Econometric and Statistical Modeling with Python.” In 9th Python in Science Conference.
Soch, Joram, The Book of Statistical Proofs, Maja, Pietro Monticone, Thomas J. Faulkenberry, Alex Kipnis, Kenneth Petrykowski, et al. 2024. StatProofBook/StatProofBook.github.io: StatProofBook 2023.” Zenodo. https://doi.org/10.5281/zenodo.10495684.
Taylor, Brook. 1715. Methodus incrementorum directa & inversa. Auctore Brook Taylor, LL. D. & Regiae Societatis Secretario. London, England: Typis Pearsonianis Prostant apud Gul. Innys ad Insignia Principis in Coemeterio Paulino MDCCXV. https://archive.org/details/bim_eighteenth-century_methodus-incrementorum-d_taylor-brook_1717.
The Pandas Development Team. 2024. “Pandas-Dev/Pandas: Pandas.” Zenodo. https://doi.org/10.5281/zenodo.3509134.
Van Rossum, Guido, and Fred L. Drake. 2009. Python 3 Reference Manual. Scotts Valley, CA: CreateSpace.
Virtanen, Pauli, Ralf Gommers, Travis E. Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, et al. 2020. SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python.” Nature Methods 17: 261–72. https://doi.org/10.1038/s41592-019-0686-2.
Weisstein, Eric W. n.d.a. “Gamma Function.” From MathWorld–A Wolfram Web Resource. https://mathworld.wolfram.com/GammaFunction.html.
———. n.d.b. “Taylor Series.” From MathWorld–A Wolfram Web Resource. https://mathworld.wolfram.com/TaylorSeries.html.
Wickham, Hadley, Mara Averick, Jennifer Bryan, Winston Chang, Lucy D’Agostino McGowan, Romain François, Garrett Grolemund, et al. 2019. “Welcome to the tidyverse.” Journal of Open Source Software 4 (43): 1686. https://doi.org/10.21105/joss.01686.
Wu, Lang. 2009. Mixed Effects Models for Complex Data. 1st ed. Chapman; Hall/CRC. https://doi.org/10.1201/9781420074086.