Variable selection and Bayesian model averaging in case-control studies.

PubWeight™: 1.91‹?› | Rank: Top 3%

🔗 View Article (PMID 11746314)

Published in Stat Med on November 15, 2001

Authors

V Viallefont1, A E Raftery, S Richardson

Author Affiliations

1: INSERM-U. 170, 16 av P. Vaillant-Couturier, 94 807 Villejuif Cedex, France.

Articles citing this

Prescription practices in the treatment of first-episode schizophrenia spectrum disorders: data from the national RAISE-ETP study. Am J Psychiatry (2014) 2.81

Detecting gene-environment interactions using a combined case-only and case-control approach. Am J Epidemiol (2008) 1.72

Bayesian graphical models for genomewide association studies. Am J Hum Genet (2006) 1.66

Variable selection under multiple imputation using the bootstrap in a prognostic study. BMC Med Res Methodol (2007) 1.57

Altered microRNA expression profiles in postmortem brain samples from individuals with schizophrenia and bipolar disorder. Biol Psychiatry (2011) 1.49

Simultaneous discovery, estimation and prediction analysis of complex traits using a bayesian mixture model. PLoS Genet (2015) 1.38

Construction of regulatory networks using expression time-series data of a genotyped population. Proc Natl Acad Sci U S A (2011) 1.31

Finding factors influencing risk: comparing Bayesian stochastic search and standard variable selection methods applied to logistic regression models of cases and controls. Stat Med (2008) 1.22

Associations of antiretroviral drug use and HIV-specific risk factors with carotid intima-media thickness. AIDS (2010) 1.06

Model selection in medical research: a simulation study comparing Bayesian model averaging and stepwise regression. BMC Med Res Methodol (2010) 1.01

Early blood product and crystalloid volume resuscitation: risk association with multiple organ dysfunction after severe blunt traumatic injury. J Trauma (2011) 0.92

Brain galanin system genes interact with life stresses in depression-related phenotypes. Proc Natl Acad Sci U S A (2014) 0.91

Pandemic influenza (A/H1N1) vaccine uptake among French private general practitioners: a cross sectional study in 2010. PLoS One (2012) 0.91

Native bird breeding in a chronosequence of revegetated sites. Oecologia (2008) 0.89

A high aggression strategy for smaller males. PLoS One (2012) 0.88

Statistical testing of shared genetic control for potentially related traits. Genet Epidemiol (2013) 0.87

Symptom clusters of pain, depressed mood, and fatigue in lung cancer: assessing the role of cytokine genes. Support Care Cancer (2013) 0.85

Covariate pharmacokinetic model building in oncology and its potential clinical relevance. AAPS J (2012) 0.85

Comparison of subset selection methods in linear regression in the context of health-related quality of life and substance abuse in Russia. BMC Med Res Methodol (2015) 0.84

Comparing clinical predictors of deep venous thrombosis versus pulmonary embolus after severe injury: a new paradigm for posttraumatic venous thromboembolism? J Trauma Acute Care Surg (2013) 0.83

Weighted Score Tests Implementing Model-Averaging Schemes in Detection of Rare Variants in Case-Control Studies. PLoS One (2015) 0.80

Spatially-dependent Bayesian model selection for disease mapping. Stat Methods Med Res (2016) 0.79

Bayesian model selection methods in modeling small area colon cancer incidence. Ann Epidemiol (2015) 0.79

Using Bayesian modelling to investigate factors governing antibiotic-induced Candida albicans colonization of the GI tract. Sci Rep (2015) 0.78

Localizing putative markers in genetic association studies by incorporating linkage disequilibrium into bayesian hierarchical models. Hum Hered (2010) 0.76

HCV seropositivity in inmates and in the general population: an averaging approach to establish priority prevention interventions. BMJ Open (2014) 0.76

Bayesian model averaging method for evaluating associations between air pollution and respiratory mortality: a time-series study. BMJ Open (2016) 0.75

With Every Upside, There Is a Downside: Chest Radiation and Survivors of Childhood Cancers. Ann Am Thorac Soc (2016) 0.75

Model Averaging for Improving Inference from Causal Diagrams. Int J Environ Res Public Health (2015) 0.75

A Comparison of Adherence Timeframes Using Missed Dose Items and Their Associations with Viral Load in Routine Clinical Care: Is Longer Better? AIDS Behav (2016) 0.75

The influence of recent social experience and physical environment on courtship and male aggression. BMC Evol Biol (2016) 0.75

Articles by these authors

(truncated to the top 100)

The timed "Up & Go": a test of basic functional mobility for frail elderly persons. J Am Geriatr Soc (1991) 31.17

Alcohol, tobacco and breast cancer--collaborative reanalysis of individual data from 53 epidemiological studies, including 58,515 women with breast cancer and 95,067 women without the disease. Br J Cancer (2002) 5.83

Risk of adverse birth outcomes in populations living near landfill sites. BMJ (2001) 4.96

Model-based clustering and data transformations for gene expression data. Bioinformatics (2001) 4.79

Glycolipid binding of purified and recombinant Escherichia coli produced verotoxin in vitro. J Biol Chem (1987) 3.71

Progress and challenges in modelling country-level HIV/AIDS epidemics: the UNAIDS Estimation and Projection Package 2007. Sex Transm Infect (2008) 3.43

Bayesian information criterion for censored survival models. Biometrics (2000) 2.75

Bayesian melding for estimating uncertainty in national HIV prevalence estimates. Sex Transm Infect (2008) 2.67

Assessing the significance of the correlation between two spatial processes. Biometrics (1989) 2.63

Hippocampal damage and memory impairments as possible early brain complications of type 2 diabetes. Diabetologia (2007) 2.60

Users' guides to the medical literature: XIV. How to decide on the applicability of clinical trial results to your patient. Evidence-Based Medicine Working Group. JAMA (1998) 2.52

Cathepsin K, but not cathepsins B, L, or S, is abundantly expressed in human osteoclasts. J Biol Chem (1996) 2.33

A time series construction of an alert threshold with application to S. bovismorbificans in France. Stat Med (1991) 2.19

Accounting for pregnancy dependence in epidemiologic studies of reproductive outcomes. Epidemiology (1997) 2.07

The Newcastle Control Score: a new method of grading the severity of intermittent distance exotropia. Br J Ophthalmol (2004) 2.02

Clinical improvement and amyloid regression after liver transplantation in hereditary transthyretin amyloidosis. Lancet (1993) 2.00

Geographic density of landfill sites and risk of congenital anomalies in England. Occup Environ Med (2008) 2.00

Comparison of relative risks obtained in ecological and individual studies: some methodological considerations. Int J Epidemiol (1987) 1.97

Efficacy of donepezil in mild cognitive impairment: a randomized placebo-controlled trial. Neurology (2004) 1.91

Etiology of acute childhood encephalitis at The Hospital for Sick Children, Toronto, 1994-1995. Clin Infect Dis (1998) 1.85

Are births underreported in rural China? Manipulation of statistical records in response to China's population policies. Demography (2000) 1.85

Acute childhood encephalitis and Mycoplasma pneumoniae. Clin Infect Dis (2001) 1.72

Production of genetically modified Epstein-Barr virus-specific cytotoxic T cells for adoptive transfer to patients at high risk of EBV-associated lymphoproliferative disease. J Hematother (1995) 1.71

Distal femoral osteotomy for lateral compartment osteoarthritis of the knee. Orthopedics (1998) 1.68

Short-term effects of sulphur dioxide pollution on mortality in two French cities. Int J Epidemiol (1989) 1.64

Frisby Davis distance stereoacuity values in visually normal children. Br J Ophthalmol (2005) 1.47

Statistical issues in the analysis of disease mapping data. Stat Med (2001) 1.46

Donepezil preserves cognition and global function in patients with severe Alzheimer disease. Neurology (2007) 1.43

Imaging of haemodialysis-associated amyloidosis with 123I-serum amyloid P component. Lancet (1991) 1.42

Peripheral vs. central blood cultures in patients admitted to a pediatric oncology ward. Pediatr Infect Dis J (1999) 1.41

Use of antenatal steroids to counteract the negative effects of tracheal occlusion in the fetal lamb model. Pediatr Res (2001) 1.41

Nurse sounds warning about Christchurch health changes. Nurs N Z (2001) 1.40

Multilocus genotypes and DNA fingerprints Do not predict variation in azole resistance among clinical isolates of Candida albicans. Antimicrob Agents Chemother (1999) 1.40

A mouse model of autosomal recessive polycystic kidney disease with biliary duct and proximal tubule dilatation. Kidney Int (2007) 1.38

Potent and selective nonpeptide inhibitors of caspases 3 and 7 inhibit apoptosis and maintain cell functionality. J Biol Chem (2000) 1.34

Growth-physiological changes in Escherichia coli and other bacteria during division inhibition by 5-diazouracil. J Bacteriol (1969) 1.30

Survey of family physicians: what is their role in cancer patient care? Can J Oncol (1994) 1.30

Meningococcal disease and influenza-like syndrome: a new approach to an old question. J Infect Dis (1992) 1.30

Prion protein aggregation reverted by low temperature in transfected cells carrying a prion protein gene mutation. J Biol Chem (1997) 1.24

Screening for correctable visual acuity deficits in school-age children and adolescents. Cochrane Database Syst Rev (2005) 1.23

HDL-cholesterol and breast cancer: a joint study in northern Italy and southern France. Int J Epidemiol (1993) 1.22

Invasive Aspergillus infections in a pediatric hospital: a ten-year review. Pediatr Infect Dis J (1993) 1.17

Biases in ecological studies: utility of including within-area distribution of confounders. Stat Med (2000) 1.16

Ecological analysis of digestive cancer mortality related to contamination by diarrhetic shellfish poisoning toxins along the coasts of France. Environ Res (2000) 1.13

Tail posterior probability for inference in pairwise and multiclass gene expression data. Biometrics (2007) 1.11

Ageing changes in the tensile properties of tendons: influence of collagen fibril volume fraction. J Biomech Eng (2008) 1.10

Serological responses to the B subunit of Shiga-like toxin 1 and its peptide fragments indicate that the B subunit is a vaccine candidate to counter action of the toxin. Infect Immun (1991) 1.09

Modeling markers of disease progression by a hidden Markov process: application to characterizing CD4 cell decline. Biometrics (2000) 1.09

Serum amyloid P component scintigraphy and turnover studies for diagnosis and quantitative monitoring of AA amyloidosis in juvenile rheumatoid arthritis. Arthritis Rheum (1993) 1.08

Hypoxia inducible factor-1 and facilitative glucose transporters GLUT1 and GLUT3: putative molecular components of the oxygen and glucose sensing apparatus in articular chondrocytes. Histol Histopathol (2005) 1.08

Scintigraphic quantification and serial monitoring of human visceral amyloid deposits provide evidence for turnover and regression. Q J Med (1993) 1.07

A Bayesian approach to multipoint mapping in nuclear families. Genet Epidemiol (1997) 1.06

Cancer risks in populations living near landfill sites in Great Britain. Br J Cancer (2002) 1.06

Joint congruence. A correlation of joint congruence and thickness of articular cartilage in dogs. J Bone Joint Surg Am (1973) 1.06

Evidence that verotoxins (Shiga-like toxins) from Escherichia coli bind to P blood group antigens of human erythrocytes in vitro. Infect Immun (1994) 1.04

Bayesian graphical models for regression on multiple data sets with different variables. Biostatistics (2008) 1.03

Immunobiology of primary intracranial tumors. Part 1: studies of the cellular and humoral general immune competence of brain-tumor patients. J Neurosurg (1977) 1.03

Timing of mother-to-child HIV-1 transmission and diagnosis of infection based on polymerase chain reaction in the neonatal period by a non-parametric method. AIDS (1997) 1.02

The treatment of primary and metastatic renal cell carcinoma (RCC) with image-guided stereotactic body radiation therapy (SBRT). Biomed Imaging Interv J (2007) 1.02

Isolation of Mycoplasma pneumoniae from pleural fluid. Diagn Microbiol Infect Dis (1992) 0.96

Human articular chondrocytes express three facilitative glucose transporter isoforms: GLUT1, GLUT3 and GLUT9. Cell Biol Int (2002) 0.95

Childhood leukemia incidence in the vicinity of La Hague nuclear-waste reprocessing facility (France). Cancer Causes Control (1993) 0.95

Effect of potent urease inhibitor, fluorofamide, on Helicobacter sp. in vivo and in vitro. Dig Dis Sci (1998) 0.94

Differential coexpression analysis of obesity-associated networks in human subcutaneous adipose tissue. Int J Obes (Lond) (2011) 0.94

Injection of the protein kinase C inhibitor Ro31-8220 into the nucleus accumbens attenuates the acute response to amphetamine: tissue and behavioral studies. Brain Res (1998) 0.94

Identification of actin-binding protein in membrane of polymorphonuclear leukocytes. Nature (1976) 0.93

Liposoluble vitamins and lipid parameters in breast cancer. A joint study in northern Italy and southern France. Int J Cancer (1988) 0.93

Clinical prediction guides. ACP J Club (1998) 0.92

Enzyme-linked immunosorbent assay for the diagnosis of bovine leukosis: comparison with the agar gel immunodiffusion test approved by the Canadian Food Inspection Agency. Can J Vet Res (2000) 0.92

Empirical Bayes estimates of cancer mortality rates using spatial models. Stat Med (1991) 0.91

Long-term effects of chondrocyte death on rabbit articular cartilage in vivo. J Bone Joint Surg Am (1976) 0.90

The significance of the extracellular matrix in intracranial aneurysms. Ann Clin Lab Sci (1993) 0.89

Distal procto-colitis and n-3 polyunsaturated fatty acids: the mechanism(s) of natural cytotoxicity inhibition. Eur J Clin Invest (2000) 0.89

Observation of inhibited electron-ion coupling in strongly heated graphite. Sci Rep (2012) 0.88

Oropharyngeal candidiasis in patients with human immunodeficiency virus: correlation of clinical outcome with in vitro resistance, serum azole levels, and immunosuppression. Clin Infect Dis (2001) 0.88

Survival, chromosome abnormalities, and recovery in heavy-ion and x-irradiated mammalian cells. Radiat Res Suppl (1967) 0.88

The effect of pregnancy on proximal tubule lengths and total number of nephrons in the rat kidney [proceedings]. J Physiol (1977) 0.88

Distal procto-colitis, natural cytotoxicity, and essential fatty acids. Am J Gastroenterol (1998) 0.87

Relationship between vitamin E and polyunsaturated fatty acids in breast cancer. Nutritional and metabolic aspects. Cancer (1989) 0.87

Medical event profiling of COPD patients. Pharmacoepidemiol Drug Saf (2004) 0.87

Modelling the annual risk of tuberculosis infection. Int J Epidemiol (1997) 0.86

A spiral phantom for IMRT and tomotherapy treatment delivery verification. Med Phys (2000) 0.86

Implementing contract learning in a senior nursing practicum. J Adv Nurs (1987) 0.86

Strategies for regeneration of the intervertebral disc. Regen Med (2008) 0.86

Adolescent occupational injuries: Texas, 1990-1996. Am J Ind Med (1999) 0.86

Polyadenylic-polyuridylic acid enhances the natural cell-mediated cytotoxicity in patients with breast cancer undergoing mastectomy. Surgery (1995) 0.85

Simplified Bayesian sensitivity analysis for mismeasured and unobserved confounders. Biometrics (2010) 0.85

A Bayesian partition model for case-control studies on highly polymorphic candidate genes. Genet Epidemiol (2002) 0.85

Ocular Symptoms and Complications Observed in Dengue. Trans Am Ophthalmol Soc (1933) 0.84

Cyclosporine profiling with C2 and C0 monitoring improves outcomes after heart transplantation. J Heart Lung Transplant (2006) 0.83

Acute leukaemia in workers exposed to electromagnetic fields. Eur J Cancer (1990) 0.83

Projection of cancer risks from the Japanese atomic bomb survivors to the England and Wales population taking into account uncertainty in risk parameters. Radiat Environ Biophys (2000) 0.83

Screening for amblyopia in childhood. Cochrane Database Syst Rev (2005) 0.82

Contributions of suboptimal antenatal care and poor communication to the diagnosis of congenital syphilis. Pediatr Infect Dis J (1995) 0.82

Salmonella enteritidis infections in France and the United States: characterization by a deterministic model. Am J Public Health (1993) 0.82

Stochastic algorithms for Markov models estimation with intermittent missing data. Biometrics (1999) 0.82

Re: Ecologic studies--biases, misconceptions, and counterexamples. Am J Epidemiol (1996) 0.82

Interlaboratory reproducibility of a single-locus sequence-based method for strain typing of Aspergillus fumigatus. J Clin Microbiol (2009) 0.81

ACE: a peer education and counseling program meets the needs of incarcerated women with HIV/AIDS issues. J Assoc Nurses AIDS Care (1999) 0.81

Optimisation of electroporation for biochemical experiments in live cells. Biochem Biophys Res Commun (1999) 0.81