References
Aalen, Odd O., Ørnulf Borgan, and Håkon K. Gjessing. 2008. Survival
and Event History Analysis: A Process Point of View. Springer. https://doi.org/10.1007/978-0-387-68560-1.
Agresti, Alan. 2015. Foundations of Linear and Generalized Linear
Models. Wiley.
Arega, Balew, Gashaw Solela, Elias Tewabe, Asnake Agunie, Amanuel
Zeleke, Ermiyas Tefera, Abraham Minda, and Yitagesu Getachew. 2024.
“Weekends Admitted Adult Medical Patients Have Higher in-Hospital
Mortality in Ethiopia: An Implication for Quality
Improvement.” PLOS ONE 19 (10). https://doi.org/10.1371/journal.pone.0312538.
Bates, Douglas, Martin Mächler, Ben Bolker, and Steve Walker. 2015.
“Fitting Linear Mixed-Effects Models Using lme4.” Journal of Statistical
Software 67 (1): 1–48. https://doi.org/10.18637/jss.v067.i01.
Bates, Stephen, Trevor Hastie, and Robert Tibshirani. 2024.
“Cross-Validation: What Does It Estimate and How Well Does It Do
It?” Journal of the American Statistical Association 119
(546): 1434–45. https://doi.org/10.1080/01621459.2023.2197686.
Belenky, Gregory, Nancy J. Wesensten, David R. Thorne, Maria L. Thomas,
Helen C. Sing, Daniel P. Redmond, Michael B. Russo, and Thomas J.
Balkin. 2003. “Patterns of Performance Degradation and Restoration
During Sleep Restriction and Subsequent Recovery: A Sleep Dose-Response
Study.” Journal of Sleep Research 12 (1): 1–12. https://doi.org/10.1046/j.1365-2869.2003.00337.x.
Belkin, Mikhail, Daniel Hsu, Siyuan Ma, and Soumik Mandal. 2019.
“Reconciling Modern Machine-Learning Practice and the Classical
Bias–Variance Trade-Off.” Proceedings of the National Academy
of Sciences 116 (32): 15849–54. https://doi.org/10.1073/pnas.1903070116.
Bengio, Yoshua, and Yves Grandvalet. 2004. “No Unbiased Estimator
of the Variance of K-Fold Cross-Validation.”
Journal of Machine Learning Research 5: 1089–1105. https://jmlr.csail.mit.edu/papers/v5/grandvalet04a.html.
Berkson, Joseph. 1946. “Limitations of the Application of Fourfold
Table Analysis to Hospital Data.” Biometrics Bulletin 2
(3): 47–53. https://doi.org/10.2307/3002000.
Blum, Avrim, Adam Kalai, and John Langford. 1999. “Beating the
Hold-Out: Bounds for K-Fold and Progressive
Cross-Validation.” In Proceedings of the Twelfth Annual
Conference on Computational Learning Theory, 203–8. https://doi.org/10.1145/307400.307439.
Bolles, Robert C. 1962. “The Difference Between Statistical
Hypotheses and Scientific Hypotheses.” Psychological
Reports 11 (3): 639–45. https://doi.org/10.2466/pr0.1962.11.3.639.
Boyd, Stephen, and Lieven Vandenberghe. 2004. Convex
Optimization. Cambridge University Press.
Brandt, Allan M. 2007. The Cigarette Century. Basic Books.
Bringhurst, Robert. 2012. The Elements of Typographic Style.
v4.0 ed. Hartley and Marks.
Buja, Andreas, Dianne Cook, Heike Hofmann, Michael Lawrence, Eun-Kyung
Lee, Deborah F. Swayne, and Hadley Wickham. 2009. “Statistical
Inference for Exploratory Data Analysis and Model Diagnostics.”
Philosophical Transactions of the Royal Society A: Mathematical,
Physical and Engineering Sciences 367 (1906): 4361–83. https://doi.org/10.1098/rsta.2009.0120.
Button, Katherine S., John P. A. Ioannidis, Claire Mokrysz, Brian A.
Nosek, Jonathan Flint, Emma S. J. Robinson, and Marcus R. Munafò. 2013.
“Power Failure: Why Small Sample Size Undermines the Reliability
of Neuroscience.” Nature Reviews Neuroscience 14:
365–76. https://doi.org/10.1038/nrn3475.
Buuren, Stef van, and Karin Groothuis-Oudshoorn. 2011. “mice: Multivariate Imputation
by Chained Equations in R.” Journal of Statistical
Software 45 (3). https://doi.org/10.18637/jss.v045.i03.
Casella, George, and Roger L. Berger. 2002. Statistical
Inference. 2nd ed. Duxbury.
Charig, C. R., D. R. Webb, S. R. Payne, and J. E. A. Wickham. 1986.
“Comparison of Treatment of Renal Calculi by Open Surgery,
Percutaneous Nephrolithotomy, and Extracorporeal Shockwave
Lithotripsy.” BMJ 292: 879–82. https://doi.org/10.1136/bmj.292.6524.879.
Christensen, Ronald. 2011. Plane Answers to Complex Questions.
4th ed. Springer.
Cook, R Dennis. 1993. “Exploring Partial Residual Plots.”
Technometrics 35 (4): 351–62. https://doi.org/10.1080/00401706.1993.10485350.
Cook, R Dennis, and Rodney Croos-Dabrera. 1998. “Partial Residual
Plots in Generalized Linear Models.” Journal of the American
Statistical Association 93 (442): 730–39. https://doi.org/10.1080/01621459.1998.10473725.
Crowder, Martin J. 1978. “Beta-Binomial Anova for
Proportions.” Applied Statistics 27 (1): 34–37. https://doi.org/10.2307/2346223.
Daniel, Rhian M., Michael G. Kenward, Simon N. Cousens, and Bianca L. De
Stavola. 2012. “Using Causal Diagrams to Guide Analysis in Missing
Data Problems.” Statistical Methods in Medical Research
21 (3): 244–56. https://doi.org/10.1177/0962280210394469.
Davison, A. C., and D. V. Hinkley. 1997. Bootstrap Methods and Their
Application. Cambridge University Press.
De Neve, Jan, and Thomas A. Gerds. 2020. “On the Interpretation of
the Hazard Ratio in Cox Regression.” Biometrical
Journal 62 (3): 742–50. https://doi.org/10.1002/bimj.201800255.
Doll, Richard, and A. Bradford Hill. 1954. “The Mortality of
Doctors in Relation to Their Smoking Habits.” British Medical
Journal 1 (4877): 1451–55. https://doi.org/10.1136/bmj.1.4877.1451.
Dunn, Peter K., and Gordon K. Smyth. 1996. “Randomized Quantile
Residuals.” Journal of Computational and Graphical
Statistics 5 (3): 236–44. https://doi.org/10.2307/1390802.
Eronen, Markus I, and Laura F Bringmann. 2021. “The Theory Crisis
in Psychology: How to Move Forward.” Perspectives on
Psychological Science 16 (4): 779–88. https://doi.org/10.1177/1745691620970586.
Fox, John, and Sanford Weisberg. 2018. “Visualizing Fit and Lack
of Fit in Complex Regression Models with Predictor Effect Plots and
Partial Residuals.” Journal of Statistical Software 87
(9). https://doi.org/10.18637/jss.v087.i09.
Friedman, Jerome H., Trevor Hastie, and Rob Tibshirani. 2010.
“Regularization Paths for Generalized Linear Models via Coordinate
Descent.” Journal of Statistical Software 33 (1). https://doi.org/10.18637/jss.v033.i01.
Garner, Bryan. 2022. Garner’s Modern English Usage. 5th ed.
Oxford University Press.
Gelman, Andrew, Jennifer Hill, and Aki Vehtari. 2021. Regression and
Other Stories. Cambridge University Press. https://avehtari.github.io/ROS-Examples/.
Gelman, Andrew, and Eric Loken. 2014. “The Statistical Crisis in
Science.” The American Scientist 102 (6): 460–65. https://doi.org/10.1511/2014.111.460.
Gentle, James E. 2017. Matrix Algebra: Theory, Computations, and
Applications in Statistics. 2nd ed. Springer. https://doi.org/10.1007/978-3-319-64867-5.
Gomila, R. 2021. “Logistic or Linear? Estimating Causal Effects of
Experimental Treatments on Binary Outcomes Using Regression
Analysis.” Journal of Experimental Psychology: General
150 (4): 700–709. https://doi.org/10.1037/xge0000920.
Gopen, George, and Judith Swan. 1990. “The Science of Scientific
Writing.” American Scientist 78 (6): 550–58. https://www.jstor.org/stable/29774235.
Gorman, J. W., and R. J. Toman. 1966. “Selection of Variables for
Fitting Equations to Data.” Technometrics 8 (1): 27–51.
https://doi.org/10.2307/1266260.
Gotelli, Nicholas J., and Aaron M. Ellison. 2002. “Biogeography at
a Regional Scale: Determinants of Ant Species Density in New
England Bogs and Forests.” Ecology 83 (6):
1604–9. https://doi.org/10.1890/0012-9658(2002)083[1604:BAARSD]2.0.CO;2.
Harrell, Frank E., Robert M. Califf, David B. Pryor, Kerry L. Lee, and
Robert A. Rosati. 1982. “Evaluating the Yield of Medical
Tests.” Journal of the American Medical Association 247
(18): 2543–46. https://doi.org/10.1001/jama.1982.03320430047030 .
Harrison, Stephanie L., Elnara Fazio-Eynullayeva, Deirdre A. Lane, Paula
Underhill, and Gregory Y. H. Lip. 2024. “Comorbidities Associated
with Mortality in 31,461 Adults with COVID-19 in the
United States: A Federated Electronic Medical Record
Analysis.” PLOS Medicine 17 (9). https://doi.org/10.1371/journal.pmed.1003321.
Harville, David A. 1997. Matrix Algebra from a Statistician’s
Perspective. Springer. https://doi.org/10.1007/b98818.
Hastie, Trevor, and Clive Loader. 1993. “Local Regression:
Automatic Kernel Carpentry.” Statistical Science 8 (2):
120–43. https://doi.org/10.1214/ss/1177011002.
Hastie, Trevor, Andrea Montanari, Saharon Rosset, and Ryan J.
Tibshirani. 2022. “Surprises in High-Dimensional Ridgeless Least
Squares Interpolation.” Annals of Statistics 50 (2):
949–86. https://doi.org/10.1214/21-AOS2133.
Hastie, Trevor, Robert Tibshirani, and Jerome Friedman. 2009. The
Elements of Statistical Learning: Data Mining, Inference, and
Prediction. 2nd ed. Springer. https://hastie.su.domains/ElemStatLearn/.
Hastie, Trevor, Robert Tibshirani, and Martin Wainright. 2015.
Statistical Learning with Sparsity: The Lasso and
Generalizations. CRC Press. https://hastie.su.domains/StatLearnSparsity/.
Helgestad, Mette Bach AND Njor, Anne Dorte Lerche AND Larsen. 2024.
“Increasing Coverage in Cervical and Colorectal Cancer Screening
by Leveraging Attendance at Breast Cancer Screening: A
Cluster-Randomised, Crossover Trial.” PLOS Medicine 21
(August). https://doi.org/10.1371/journal.pmed.1004431.
Hernán, Miguel A., and James M. Robins. 2020. Causal Inference: What
If. Chapman & Hall/CRC. https://www.hsph.harvard.edu/miguel-hernan/causal-inference-book/.
Hosmer, David W., Stanley Lemeshow, and Rodney X. Sturdivant. 2013.
Applied Logistic Regression. 3rd ed. Wiley.
Humpherys, Jeffrey, and Tyler J. Jarvis. 2020. Foundations of
Applied Mathematics: Algorithms, Approximation, Optimization. Vol.
2. Society for Industrial and Applied Mathematics.
Humpherys, Jeffrey, Tyler J. Jarvis, and Emily J. Evans. 2017.
Foundations of Applied Mathematics: Mathematical Analysis. Vol.
1. Society for Industrial and Applied Mathematics.
Ioannidis, John P. A. 2008. “Why Most Discovered True Associations
Are Inflated.” Epidemiology 19 (5): 640–48. https://doi.org/10.1097/EDE.0b013e31818131e7.
Julious, Steven A., and Mark A. Mullee. 1994. “Confounding and
Simpson’s Paradox.” BMJ 309: 1480. https://doi.org/10.1136/bmj.309.6967.1480.
Kanstrup, Marie, Laura Singh, Elisabeth Johanna Leehr, Katarina E.
Göransson, Sara Ahmed Pihlgren, Lalitha Iyadurai, Oili Dahl, et al.
2024. “A Guided Single Session Intervention to Reduce Intrusive
Memories of Work-Related Trauma: A Randomised Controlled Trial with
Healthcare Workers in the COVID-19 Pandemic.” BMC
Medicine 22 (1): 403. https://doi.org/10.1186/s12916-024-03569-8.
Kirk, David S. 2009. “A Natural Experiment on Residential Change
and Recidivism: Lessons from Hurricane Katrina.”
American Sociological Review 74 (3): 484–505. https://doi.org/10.1177/000312240907400308.
Kuchibhotla, Arun K., John E. Kolassa, and Todd A. Kuffner. 2022.
“Post-Selection Inference.” Annual Review of Statistics
and Its Application 9: 505–27. https://doi.org/10.1146/annurev-statistics-100421-044639.
Landwehr, James M., Daryl Pregibon, and Anne C. Shoemaker. 1984.
“Graphical Methods for Assessing Logistic Regression
Models.” Journal of the American Statistical Association
79 (385): 61–71. https://doi.org/10.1080/01621459.1984.10477062.
Lei, Jing. 2020. “Cross-Validation with Confidence.”
Journal of the American Statistical Association 115 (532):
1978–97. https://doi.org/10.1080/01621459.2019.1672556.
Li, Qi, and Jeff Racine. 2003. “Nonparametric Estimation of
Distributions with Categorical and Continuous Data.” Journal
of Multivariate Analysis 86 (2): 266–92. https://doi.org/10.1016/S0047-259X(02)00025-8.
Lin, Kevin Z., Yixuan Qiu, and Kathryn Roeder. 2024. “eSVD-DE: Cohort-Wide Differential Expression in
Single-Cell RNA-Seq Data Using Exponential-Family
Embeddings.” BMC Bioinformatics 25 (113). https://doi.org/10.1186/s12859-024-05724-7.
Long, J. Scott, and Laurie H. Ervin. 2000. “Using
Heteroscedasticity Consistent Standard Errors in the Linear Regression
Model.” The American Statistician 54 (3): 217–24. https://doi.org/10.1080/00031305.2000.10474549.
Longcore, Travis, Hannah L. Aldern, John F. Eggers, Steve Flores, Lesly
Franco, Eric Hirshfield-Yamanishi, Laina N. Petrinec, Wilson A. Yan, and
André M. Barroso. 2015. “Tuning the White Light Spectrum of Light
Emitting Diode Lamps to Reduce Attraction of Nocturnal
Arthropods.” Philosophical Transactions of the Royal
Society 370. https://doi.org/10.1098/rstb.2014.0125.
Loy, Adam. 2021. “Bringing Visual Inference to the
Classroom.” Journal of Statistics and Data Science
Education 29 (2): 171–82. https://doi.org/10.1080/26939169.2021.1920866.
MacKinnon, James G., and Halbert White. 1985. “Some
Heteroskedasticity-Consistent Covariance Matrix Estimators with Improved
Finite Sample Properties.” Journal of Econometrics 29
(3): 305–25. https://doi.org/10.1016/0304-4076(85)90158-7.
McCarthy, Daniel, Kai Zhang, Lawrence D. Brown, Richard Berk, Andreas
Buja, Edward I. George, and Linda Zhao. 2018. “Calibrated
Percentile Double Bootstrap for Robust Linear Regression
Inference.” Statistica Sinica 28: 2565–89. https://doi.org/10.5705/ss.202016.0546.
Meehl, Paul E. 1990. “Why Summaries of Research on Psychological
Theories Are Often Uninterpretable.” Psychological
Reports 66 (1): 195–244. https://doi.org/10.2466/pr0.1990.66.1.195.
Miller, Jane E. 2013. The Chicago Guide to Writing
about Multivariate Analysis. 2nd ed. University of Chicago Press.
Mohan, Karthika, and Judea Pearl. 2021. “Graphical Models for
Processing Missing Data.” Journal of the American Statistical
Association 116 (534): 1023–37. https://doi.org/10.1080/01621459.2021.1874961.
Moher, David, Corinne S. Dulberg, and George A. Wells. 1994.
“Statistical Power, Sample Size, and Their Reporting in Randomized
Controlled Trials.” JAMA 272 (2): 122–24. https://doi.org/10.1001/jama.1994.03520020048013.
Monin, B., P. J. Sawyer, and M. J. Marquez. 2008. “The Rejection
of Moral Rebels: Resenting Those Who Do the Right Thing.”
Journal of Personality and Social Psychology 95 (1): 76–93. https://doi.org/10.1037/0022-3514.95.1.76.
Muthukrishna, Michael, and Joseph Henrich. 2019. “A Problem in
Theory.” Nature Human Behaviour 3 (February): 229–29. https://doi.org/10.1038/s41562-018-0522-1.
Nelder, John A. 1998. “The Selection of Terms in Response-Surface
Models—How Strong Is the Weak-Heredity Principle?” The
American Statistician 52 (4): 315–218. https://doi.org/10.1080/00031305.1998.10480588.
Nolan, Deborah, and Sara Stoudt. 2021. Communicating with Data.
Oxford University Press.
Pearl, Judea, Madelyn Glymour, and Nicholas P. Jewell. 2016. Causal
Inference in Statistics: A Primer. Wiley.
Peixoto, Julio L. 1990. “A Property of Well-Formulated Polynomial
Regression Models.” The American Statistician 44 (1):
26–30. https://doi.org/10.1080/00031305.1990.10475687.
Perneger, Thomas V. 1998. “Smoking and Risk of Myocardial
Infarction: Statistical and Biological Interactions Should Not Be
Confused.” BMJ 317: 1017. https://doi.org/10.1136/bmj.317.7164.1017a.
Platt, John R. 1964. “Strong Inference.” Science
146 (3642): 347–53. https://doi.org/10.1126/science.146.3642.347.
Prescott, Eva, Merete Hippe, Peter Schnohr, Hans Ole Hein, and Jørgen
Vestbo. 1998. “Smoking and Risk of Myocardial Infarction in Women
and Men: Longitudinal Population Study.” BMJ 316:
1043–47. https://doi.org/10.1136/bmj.316.7137.1043.
Ramsey, Fred L., and Daniel W. Schafer. 2013. The Statistical
Sleuth. 3rd ed. Brooks/Cole.
Reinhart, Alex. 2015. Statistics Done Wrong. No Starch Press.
https://www.statisticsdonewrong.com/.
Rodell, Fred. 1936. “Goodbye to Law Reviews.” Virginia
Law Review 43: 38–45. https://www.refsmmat.com/files/goodbye.pdf.
Rohrer, Julia M., and Ruben C. Arslan. 2021. “Precise Answers to
Vague Questions: Issues with Interactions.” Advances in
Methods and Practices in Psychological Science 4 (2). https://doi.org/10.1177/2515245921100736.
Rosenbaum, Paul R. 2020. Design of Observational Studies. 2nd
ed. Springer. https://doi.org/10.1007/978-3-030-46405-9.
Rosenbusch, Hannes, Anthony M. Evans, and Marcel Zeelenberg. 2022.
“The Relative Importance of Joke and Audience Characteristics in
Eliciting Amusement.” Psychological Science 33 (9). https://doi.org/10.1177/09567976221098595.
Salomon, Joshua A., Alex Reinhart, Alyssa Bilinski, Eu Jing Chua,
Wichada La Motte-Kerr, Minttu M. Rönn, Marissa B. Reitsma, et al. 2021.
“The US COVID-19 Trends and
Impact Survey: Continuous Real-Time
Measurement of COVID-19 Symptoms, Risks, Protective
Behaviors, Testing, and Vaccination.” Proceedings of the
National Academy of Sciences 118 (51): e2111454118. https://doi.org/10.1073/pnas.2111454118.
Schervish, Mark J. 1995. Theory of Statistics. Springer.
Seber, George A. F., and Alan J. Lee. 2003. Linear Regression
Analysis. 2nd ed. Wiley. https://doi.org/10.1002/9780471722199.
Sedlmeier, P., and G. Gigerenzer. 1989. “Do Studies of Statistical
Power Have an Effect on the Power of Studies?” Psychological
Bulletin 105 (2): 309–16. https://doi.org/10.1037/0033-2909.105.2.309.
Shalizi, Cosma Rohilla. 2024a. “Advanced Data Analysis from an
Elementary Point of View.” https://www.stat.cmu.edu/~cshalizi/ADAfaEPoV/.
———. 2024b. “The Truth about Linear Regression.” https://www.stat.cmu.edu/~cshalizi/TALR/.
Silberzahn, R., E. L. Uhlmann, D. P. Martin, P. Anselmi, F. Aust, E.
Awtrey, Š. Bahník, et al. 2018. “Many Analysts, One Data Set:
Making Transparent How Variations in Analytic Choices Affect
Results.” Advances in Methods and Practices in Psychological
Science 1 (3): 337–56. https://doi.org/10.1177/2515245917747646.
Smith, Gordon C. S., and Jill P. Pell. 2003. “Parachute Use to
Prevent Death and Major Trauma Related to Gravitational Challenge:
Systematic Review of Randomised Controlled Trials.” BMJ
327 (7429): 1459–61. https://doi.org/10.1136/bmj.327.7429.1459.
Smith, Jack W., J. E. Everhart, W. C. Dickson, W. C. Knowler, and R. S.
Johannes. 1988. “Using the ADAP Learning Algorithm to
Forecast the Onset of Diabetes Mellitus.” In Proceedings of
the Symposium on Computer Applications in Medical Care, 261–65.
Sollaci, Luciana B., and Mauricio G. Pereira. 2004. “The
Introduction, Methods, Results, and Discussion (IMRAD)
Structure: A Fifty-Year Survey.” Journal of the Medical
Library Association 92 (3): 364–71.
Tang, Jin-Ling, and James A. Dickinson. 1998. “Smoking and Risk of
Myocardial Infarction: Studying Relative Risk Is Not Enough.”
BMJ 317: 1018. https://doi.org/10.1136/bmj.317.7164.1017a.
Therneau, Terry M., Patricia M. Grambsch, and Thomas R. Fleming. 1990.
“Martingale-Based Residuals for Survival Models.”
Biometrika 77 (1): 147–60. https://doi.org/10.1093/biomet/77.1.147.
Väisänen, Risto A., and Olli Järvinen. 1977. “Dynamics of
Protected Bird Communities in a Finnish
Archipelago.” Journal of Animal Ecology 46 (3): 891–908.
https://www.jstor.org/stable/3648.
VanderWeele, Tyler J., and Ilya Shpitser. 2011. “A New Criterion
for Confounder Selection.” Biometrics 67 (4): 1406–13.
https://doi.org/10.1111/j.1541-0420.2011.01619.x.
Wasserman, Larry. 1999. “Estimation of the Causal Effect of a
Time-Varying Exposure on the Marginal Mean of a Repeated Binary Outcome:
Comment.” Journal of the American Statistical
Association 94 (447). https://doi.org/10.1080/01621459.1999.10474171.
Weisberg, Sanford. 2014. Applied Linear Regression. 4th ed.
Wiley.
Westreich, Daniel, and Sander Greenland. 2013. “The
Table 2 Fallacy: Presenting and Interpreting Confounder and
Modifier Coefficients.” American Journal of Epidemiology
177 (4): 292–98. https://doi.org/10.1093/aje/kws412.
Wewe, Jan. 1980. “Violations Force Indiana Airways to
Reapply for FAA Authorization.” The Purdue
Exponent 96 (54): 1.
White, Halbert. 1980. “A Heteroskedasticity-Consistent Covariance
Matrix Estimator and a Direct Test for Heteroskedasticity.”
Econometrica 48 (4): 817–38. https://doi.org/10.2307/1912934.
Whitney, P. J. 1978. “Broomrape (Orobanche) Seed
Germination Inhibitors from Plant Roots.” Annals of Applied
Biology 89 (3): 475–78. https://doi.org/10.1111/j.1744-7348.1978.tb05976.x.
Wickham, Hadley. 2019. Advanced R. 2nd ed. CRC
Press. https://adv-r.hadley.nz/.
Wickham, Hadley, Mine Çetinkaya-Rundel, and Garrett Grolemund. 2023.
R for Data Science. 2nd ed. O’Reilly. https://r4ds.hadley.nz/.
Williams, D. A. 1987. “Generalized Linear Model Diagnostics Using
the Deviance and Single Case Deletions.” Applied
Statistics 36 (2): 181–91. https://doi.org/10.2307/2347550.
Woll, Penella J. 1998. “Smoking and Risk of Myocardial Infarction:
Smoking Is a Feminist Issue.” BMJ 317: 1018. https://doi.org/10.1136/bmj.317.7164.1017a.
Wood, Simon N. 2017. Generalized Additive Models: An Introduction
with R. 2nd ed. CRC Press.
Zhao, Peng, and Bin Yu. 2006. “On Model Selection Consistency of
Lasso.” Journal of Machine Learning Research 7 (90):
2541–63. https://www.jmlr.org/papers/v7/zhao06a.html.