Most of these come from searches done at the PMC Full-Text Archive at https://www.ncbi.nlm.nih.gov/pmc/. Each comes with a DOI link.
Splines to account for Non-Linearity in Linear or Generalized Linear Models (Notes, Chapters 13 and many others)
- Perperoglu A et al. (2019) A review of spline function procedures in R BMC Med Res Methodol. 2019; 19: 46. DOI
- Tan J et al. (2022) Analysis of the Dose-Response Relationship Between the International Normalized Ratio and Hepatic Encephalopathy in Patients With Liver Cirrhosis Using Restricted Cubic Spline Functions Front Public Health. 2022; 10: 919549. DOI
- Yamamoto R et al. (2022) Threshold of increase in oxygen demand to predict mechanical ventilation use in novel coronavirus disease 2019: A retrospective cohort study incorporating restricted cubic spline regression PLoS One. 2022; 17(7): e0269876. DOI
- Greenland M et al. (2020) Cardioprotective medication adherence in Western Australians in the first year after myocardial infarction: restricted cubic spline analysis of adherence-outcome relationships Sci Rep. 2020; 10: 4315. DOI
- Belias M et al. (2022) Predicting personalised absolute treatment effects in individual participant data meta‐analysis: An introduction to splines Res Synth Methods. 2022 Mar; 13(2): 255–283. DOI
- Sundqvist N (2022) Validation-based model selection for 13C metabolic flux analysis with uncertain measurement errors PLoS Comput Biol. 2022 Apr; 18(4): e1009999. DOI
- Coley RY et al. (2023) Empirical evaluation of internal validation methods for prediction in large-scale clinical data with rare-event outcomes: a case study in suicide risk prediction BMC Med Res Methodol. 2023; 23: 33. DOI
- Osmanodja B et al. (2022) Development and validation of multivariable prediction models of serological response to SARS-CoV-2 vaccination in kidney transplant recipients Front Immunol. 2022; 13: 997343. DOI
- Li H et al. (2022) Development and Validation of Prognostic Model for Lung Adenocarcinoma Patients Based on m6A Methylation Related Transcriptomics Front Oncol. 2022; 12: 895148. DOI
- Cathey AL (2022) Biomarkers of Exposure to Phthalate Mixtures and Adverse Birth Outcomes in a Puerto Rico Birth Cohort Environ Health Perspect. 2022 Mar; 130(3): 037009. DOI
- (Single) Chen JM et al. (2021) Fear in a Handful of Dust: The Epidemiological, Environmental, and Economic Drivers of Death by PM2.5 Pollution Int J Environ Res Public Health. 2021 Aug; 18(16): 8688. DOI
- (Multiple) Berg P et al. (2019) Evaluation of linear models and missing value imputation for the analysis of peptide-centric proteomics BMC Bioinformatics. 2019; 20(Suppl 2): 102. DOI
- (Multiple) Noghrehchi F et al. (2021) Selecting the model for multiple imputation of missing data: Just use an IC! Stat Med. 2021 May 10; 40(10): 2467–2497. DOI
- (Multiple) Nguyen CD et al. (2021) Practical strategies for handling breakdown of multiple imputation procedures Emerg Themes Epidemiol. 2021; 18: 5. DOI
- (Multiple) Si Y et al. (2023) Multiple Imputation with Massive Data: An Application to the Panel Study of Income Dynamics J Surv Stat Methodol. 2023 Feb; 11(1): 260–283. DOI
- Carbonell G et al. (2022) Quantitative chest computed tomography combined with plasma cytokines predict outcomes in COVID-19 patients Heliyon. 2022 Aug; 8(8): e10166. DOI
- Nie G et al. (2023) Construction and validation of a novel nomogram to predict cancer-specific survival in patients with gastric adenocarcinoma Front Oncol. 2023; 13: 1114847. DOI
- Zhang W et al. (2022) Nomogram Predicts Risk and Prognostic Factors for Bone Metastasis of Pancreatic Cancer: A Population-Based Analysis Front Endocrinol (Lausanne). 2021; 12: 752176. DOI
- Hipp J et al. (2022) Perioperative risk of pancreatic head resection—nomogram-based prediction of severe postoperative complications as a decisional aid for clinical practice Langenbecks Arch Surg. 2022; 407(5): 1935–1947. DOI
- Zhu Y et al. (2022) Development and validation of a prognostic nomogram for adult patients with renal sarcoma: A retrospective study based on the SEER database Front Public Health. 2022; 10: 942608. DOI
- Green JA (2021) Too many zeros and/or highly skewed? A tutorial on modelling health behaviour as count data with Poisson and negative binomial regression Health Psychol Behav Med. 2021; 9(1): 436–455. DOI
- Fernandez GA and Vatcheva KP (2022) A comparison of statistical methods for modeling count data with an application to hospital length of stay BMC Med Res Methodol. 2022; 22: 211. DOI
- Schaumberg K et al. (2018) Improving Prediction of Eating-Related Behavioral Outcomes with Zero-Sensitive Regression Models Appetite. 2018 Oct 1; 129: 252–261. DOI
- Sifakaki M et al. (2023) Orthorexia Nervosa Practices in Rheumatoid Arthritis: The DORA Study Nutrients. 2023 Jan 31; 15(3):713. DOI
- Carcaiso V and Grilli L (2022) Quantile regression for count data: jittering versus regression coefficients modelling in the analysis of credits earned by university students after remote teaching Stat Methods Appt. 2022 Oct 12 : 1–22. DOI
- Bhattacharyay S et al. (2022) The leap to ordinal: Detailed functional prognosis after traumatic brain injury with a flexible modelling approach PLoS One. 2022; 17(7): e0270973. DOI
- Nawi MAA et al. (2022) The patterns of facial fractures in traumatic brain injury (TBI) patients using ordinal regression: a retrospective study of five years AIMS Neurosci. 2022; 9(3): 345–357. DOI
- Glasgow TW et al. (2022) Eat, sleep, play: health behaviors and their association with psychological health among cancer survivors in a nationally representative sample BMC Cancer. 2022; 22: 648. DOI
- Akinosoglou K et al. (2023) Efficacy and safety of early soluble urokinase plasminogen receptor plasma-guided anakinra treatment of COVID-19 pneumonia: A subgroup analysis of the SAVE-MORE randomised trial eClinicalMedicine. 2023 Feb; 56: 101785. DOI
- Bersch I et al. (2022) A Prediction Model for Various Treatment Pathways of Upper Extremity in Tetraplegia Front Rehabil Sci. 2022; 3: 889577. DOI
- Bendera A et al. (2022) Factors Associated with Low Uptake of Medical Male Circumcision Among Adolescent Boys in Tanzania: A Multinomial Logistic Regression Modeling HIV AIDS (Auckl). 2022; 14: 565–575. DOI
- Verhoeven J et al. (2022) Patient characteristics and dispatch responses of urinary tract infections in a prehospital setting in Copenhagen, Denmark: a retrospective cohort study BMC Prim Care. 2022; 23: 319. DOI
- Sakala N and Kaombe TM (2022) Analysing outlier communities to child birth weight outcomes in Malawi: application of multinomial logistic regression model diagnostics BMC Pediatr. 2022; 22: 682. DOI
- Klu D et al. (2022) Determinants of communication on sexual issues between adolescents and their parents in the Adaklu district of the Volta region, Ghana: a multinomial logistic regression analysis Reprod Health. 2022; 19: 101. DOI
- Yokoi Y et al. (2022) How Sleep Quality Relates to Bodily and Oral Symptoms: An Analysis from Japanese National Statistics Healthcare (Basel). 2022 Nov; 10(11): 2298. DOI
Methods for Time-to-Event Data, especially Cox regression and Kaplan-Meier estimates (Notes, Chapters 29-31)
- Chen L et al. (2021) Prognostic Nutritional Index (PNI) in Patients With Breast Cancer Treated With Neoadjuvant Chemotherapy as a Useful Prognostic Indicator Front Cell Dev Biol. 2021; 9: 656741. DOI
- Onaga C et al. (2022) High expression of SLC20A1 is less effective for endocrine therapy and predicts late recurrence in ER-positive breast cancer PLoS One. 2022; 17(5): e0268799. DOI
- Morris TP et al. (2019) Proposals on Kaplan–Meier plots in medical research and a survey of stakeholder views: KMunicate BMJ Open. 2019; 9(9): e030215. DOI
- Liang H et al. (2022) Development and validation of a novel prognosis prediction model for patients with myelodysplastic syndrome Front Oncol. 2022; 12: 1014504. DOI
- Dzinza R and Ngwira A (2022) Comparing parametric and Cox regression models using HIV/AIDS survival data from a retrospective study in Ntcheu district in Malawi J Public Health Res. 2022 Jul; 11(3): 22799036221125328. DOI
- Cirillo C et al. (2022) Predictors of in-hospital mortality in critically ill patients with COVID-19: a large dual tertiary centre study BMJ Open. 2022; 12(12): e059358. DOI