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Literature DB >> 8548102

Generalized additive models for medical research.

Abstract

This article reviews flexible statistical methods that are useful for characterizing the effect of potential prognostic factors on disease endpoints. Applications to survival models and binary outcome models are illustrated.

Mesh：

Year: 1995 PMID： 8548102 DOI： 10.1177/096228029500400302

Source DB: PubMed Journal: Stat Methods Med Res ISSN： 0962-2802 Impact factor: 3.021

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Cited

113 in total

1. Serum gamma-glutamyl transferase and risk of heart failure in the community.

Authors: Ravi Dhingra; Philimon Gona; Thomas J Wang; Caroline S Fox; Ralph B D'Agostino; Ramachandran S Vasan
Journal: Arterioscler Thromb Vasc Biol Date: 2010-06-10 Impact factor: 8.311

2. Circulatory disease mortality in the Massachusetts tuberculosis fluoroscopy cohort study.

Authors: Mark P Little; Lydia B Zablotska; Alina V Brenner; Steven E Lipshultz
Journal: Eur J Epidemiol Date: 2015-08-09 Impact factor: 8.082

3. Gadolinium deposition in the brain: association with various GBCAs using a generalized additive model.

Authors: Sohi Bae; Ho-Joon Lee; Kyunghwa Han; Yae-Won Park; Yoon Seong Choi; Sung Soo Ahn; Jinna Kim; Seung-Koo Lee
Journal: Eur Radiol Date: 2017-01-12 Impact factor: 5.315

4. Relations of Postload and Fasting Glucose With Incident Cardiovascular Disease and Mortality Late in Life: The Cardiovascular Health Study.

Authors: Erika F Brutsaert; Sanyog Shitole; Mary Lou Biggs; Kenneth J Mukamal; Ian H deBoer; Evan L Thacker; Joshua I Barzilay; Luc Djoussé; Joachim H Ix; Nicholas L Smith; Robert C Kaplan; David S Siscovick; Bruce M Psaty; Jorge R Kizer
Journal: J Gerontol A Biol Sci Med Sci Date: 2015-08-27 Impact factor: 6.053

5. Consensus or data-derived anatomical severity scoring?

Authors: Lynne Moore; André Lavoie; Natalie Le Sage; Eric Bergeron
Journal: Annu Proc Assoc Adv Automot Med Date: 2006

6. Temporal relationship between air pollutants and hospital admissions for chronic obstructive pulmonary disease in Hong Kong.

Authors: Fanny W S Ko; Wilson Tam; Tze Wai Wong; Doris P S Chan; Alvin H Tung; Christopher K W Lai; David S C Hui
Journal: Thorax Date: 2007-02-20 Impact factor: 9.139

Generalized additive models for medical research.

1. Serum gamma-glutamyl transferase and risk of heart failure in the community.

2. Circulatory disease mortality in the Massachusetts tuberculosis fluoroscopy cohort study.

3. Gadolinium deposition in the brain: association with various GBCAs using a generalized additive model.

4. Relations of Postload and Fasting Glucose With Incident Cardiovascular Disease and Mortality Late in Life: The Cardiovascular Health Study.

5. Consensus or data-derived anatomical severity scoring?

6. Temporal relationship between air pollutants and hospital admissions for chronic obstructive pulmonary disease in Hong Kong.

7. Association between air pollution and general practitioner visits for respiratory diseases in Hong Kong.

8. Automatic patient-customised 3D reconstruction of human costal cartilage from lung MDCT dataset.

9. Mammographic Density and Prediction of Nodal Status in Breast Cancer Patients.

Review 10. A structured approach to predictive modeling of a two-class problem using multidimensional data sets.