VARIABLE SELECTION FOR REGRESSION MODELS WITH MISSING DATA.

Missing data methods in longitudinal studies: a review. Test (Madr) (2009) 2.15

Fixed and random effects selection in mixed effects models. Biometrics (2010) 1.20

Spatio-temporal Bayesian model selection for disease mapping. Environmetrics (2016) 0.94

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

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

Covariate Selection for Multilevel Models with Missing Data. Stat (Int Stat Inst) (2017) 0.75

Variable selection in the presence of missing data: resampling and imputation. Biostatistics (2015) 0.75

Simultaneous variable selection for joint models of longitudinal and survival outcomes. Biometrics (2014) 0.75

Some Statistical Strategies for DAE-seq Data Analysis: Variable Selection and Modeling Dependencies among Observations. J Am Stat Assoc (2014) 0.75

The E-MS Algorithm: Model Selection with Incomplete Data. J Am Stat Assoc (2014) 0.75

VARIABLE SELECTION AND PREDICTION WITH INCOMPLETE HIGH-DIMENSIONAL DATA. Ann Appl Stat (2016) 0.75

Data integration with high dimensionality. Biometrika (2017) 0.75

One-step Sparse Estimates in Nonconcave Penalized Likelihood Models. Ann Stat (2008) 18.14

Variable Selection using MM Algorithms. Ann Stat (2005) 15.38

Tuning parameter selectors for the smoothly clipped absolute deviation method. Biometrika (2007) 9.83

Interferon alfa-2b adjuvant therapy of high-risk resected cutaneous melanoma: the Eastern Cooperative Oncology Group Trial EST 1684. J Clin Oncol (1996) 9.68

Monte Carlo EM for missing covariates in parametric regression models. Biometrics (1999) 3.17

Parameter estimation from incomplete data in binomial regression when the missing data mechanism is nonignorable. Biometrics (1996) 2.12

Imputation and variable selection in linear regression models with missing covariates. Biometrics (2005) 1.90

UGT1A1*28 genotype and irinotecan-induced neutropenia: dose matters. J Natl Cancer Inst (2007) 3.85

Sex differences in cortical thickness mapped in 176 healthy individuals between 7 and 87 years of age. Cereb Cortex (2006) 3.23

Evidence on the emergence of the brain's default network from 2-week-old to 2-year-old healthy pediatric subjects. Proc Natl Acad Sci U S A (2009) 2.91

INK4/ARF transcript expression is associated with chromosome 9p21 variants linked to atherosclerosis. PLoS One (2009) 2.77

ZINBA integrates local covariates with DNA-seq data to identify broad and narrow regions of enrichment, even within amplified genomic regions. Genome Biol (2011) 2.47

Genotype-guided tamoxifen dosing increases active metabolite exposure in women with reduced CYP2D6 metabolism: a multicenter study. J Clin Oncol (2011) 2.47

A Bayesian semiparametric joint hierarchical model for longitudinal and survival data. Biometrics (2003) 2.33

Expression of p16(INK4a) in peripheral blood T-cells is a biomarker of human aging. Aging Cell (2009) 2.21

Morphological abnormalities of the thalamus in youths with attention deficit hyperactivity disorder. Am J Psychiatry (2010) 2.13

Hippocampus and amygdala morphology in attention-deficit/hyperactivity disorder. Arch Gen Psychiatry (2006) 2.06

A flexible B-spline model for multiple longitudinal biomarkers and survival. Biometrics (2005) 2.05

Multiscale Adaptive Regression Models for Neuroimaging Data. J R Stat Soc Series B Stat Methodol (2011) 2.04

Cortical thinning in persons at increased familial risk for major depression. Proc Natl Acad Sci U S A (2009) 2.04

Bayesian local influence for survival models. Lifetime Data Anal (2010) 2.03

A developmental fMRI study of self-regulatory control. Hum Brain Mapp (2006) 1.99

Neural systems subserving valence and arousal during the experience of induced emotions. Emotion (2010) 1.97

Effect of cytotoxic chemotherapy on markers of molecular age in patients with breast cancer. J Natl Cancer Inst (2014) 1.96

Genomewide multiple-loci mapping in experimental crosses by iterative adaptive penalized regression. Genetics (2010) 1.83

An FMRI study of the effects of psychostimulants on default-mode processing during Stroop task performance in youths with ADHD. Am J Psychiatry (2009) 1.70

Bayesian analysis for generalized linear models with nonignorably missing covariates. Biometrics (2005) 1.65

Joint models for multivariate longitudinal and multivariate survival data. Biometrics (2006) 1.62

Longitudinal development of cortical and subcortical gray matter from birth to 2 years. Cereb Cortex (2011) 1.60

Bayesian approaches to joint cure-rate and longitudinal models with applications to cancer vaccine trials. Biometrics (2003) 1.59

Caudate volumes in childhood predict symptom severity in adults with Tourette syndrome. Neurology (2005) 1.59

Interferon alfa-2a for melanoma metastases. Lancet (2002) 1.55

Timeless functions independently of the Tim-Tipin complex to promote sister chromatid cohesion in normal human fibroblasts. Cell Cycle (2011) 1.54

White matter abnormalities revealed by diffusion tensor imaging in non-demented and demented HIV+ patients. Neuroimage (2009) 1.52

Parameter estimation in longitudinal studies with outcome-dependent follow-up. Biometrics (2002) 1.47

Wavelet thresholding with bayesian false discovery rate control. Biometrics (2005) 1.46

Model Selection Criteria for Missing-Data Problems Using the EM Algorithm. J Am Stat Assoc (2008) 1.44

The neurophysiological bases of emotion: An fMRI study of the affective circumplex using emotion-denoting words. Hum Brain Mapp (2009) 1.44

REC, Drosophila MCM8, drives formation of meiotic crossovers. PLoS Genet (2005) 1.39

Structured measurement error in nutritional epidemiology: applications in the Pregnancy, Infection, and Nutrition (PIN) Study. J Am Stat Assoc (2007) 1.38

Clinical application of SPHARM-PDM to quantify temporomandibular joint osteoarthritis. Comput Med Imaging Graph (2010) 1.36

Semiparametric models for missing covariate and response data in regression models. Biometrics (2006) 1.34

A statistical analysis of brain morphology using wild bootstrapping. IEEE Trans Med Imaging (2007) 1.33

TIMER: tensor image morphing for elastic registration. Neuroimage (2009) 1.33

An affective circumplex model of neural systems subserving valence, arousal, and cognitive overlay during the appraisal of emotional faces. Neuropsychologia (2008) 1.32

Neuroinflammation, hyperphosphorylated tau, diffuse amyloid plaques, and down-regulation of the cellular prion protein in air pollution exposed children and young adults. J Alzheimers Dis (2012) 1.30

Neuropsychological near normality and brain structure abnormality in schizophrenia. Am J Psychiatry (2008) 1.29

Statistical analyses of brain surfaces using Gaussian random fields on 2-D manifolds. IEEE Trans Med Imaging (2007) 1.27

Adaptively and spatially estimating the hemodynamic response functions in fMRI. Med Image Comput Comput Assist Interv (2011) 1.24

Temporal and spatial evolution of brain network topology during the first two years of life. PLoS One (2011) 1.23

Common variants in psychiatric risk genes predict brain structure at birth. Cereb Cortex (2013) 1.20

Fixed and random effects selection in mixed effects models. Biometrics (2010) 1.20

Exposure to severe urban air pollution influences cognitive outcomes, brain volume and systemic inflammation in clinically healthy children. Brain Cogn (2011) 1.18

A developmental fMRI study of self-regulatory control in Tourette's syndrome. Am J Psychiatry (2007) 1.18

Bayesian methods for missing covariates in cure rate models. Lifetime Data Anal (2002) 1.18

Bayesian Variable Selection and Computation for Generalized Linear Models with Conjugate Priors. Bayesian Anal (2008) 1.17

Bayesian design of noninferiority trials for medical devices using historical data. Biometrics (2011) 1.17

VOXEL-WISE GROUP ANALYSIS OF DTI. Proc IEEE Int Symp Biomed Imaging (2009) 1.16

Morphologic features of the amygdala and hippocampus in children and adults with Tourette syndrome. Arch Gen Psychiatry (2007) 1.14

Postdiagnosis change in bodyweight and survival after breast cancer diagnosis. Epidemiology (2012) 1.14

Diffusion tensor imaging-based characterization of brain neurodevelopment in primates. Cereb Cortex (2012) 1.13

Estimating treatment effects with treatment switching via semicompeting risks models: an application to a colorectal cancer study. Biometrika (2011) 1.13

F-TIMER: fast tensor image morphing for elastic registration. IEEE Trans Med Imaging (2010) 1.13

Maximum likelihood methods for nonignorable missing responses and covariates in random effects models. Biometrics (2003) 1.12

Theory and Inference for Regression Models with Missing Responses and Covariates. J Multivar Anal (2008) 1.11

Defective cell cycle checkpoint functions in melanoma are associated with altered patterns of gene expression. J Invest Dermatol (2007) 1.11

A note on permutation tests for variance components in multilevel generalized linear mixed models. Biometrics (2007) 1.10

Habit learning in Tourette syndrome: a translational neuroscience approach to a developmental psychopathology. Arch Gen Psychiatry (2004) 1.10

PERTURBATION AND SCALED COOK'S DISTANCE. Ann Stat (2012) 1.09

A weighted estimating equation for linear regression with missing covariate data. Stat Med (2002) 1.08

Maximum Likelihood Inference for the Cox Regression Model with Applications to Missing Covariates. J Multivar Anal (2009) 1.08

ARFI imaging for noninvasive material characterization of atherosclerosis. Part II: toward in vivo characterization. Ultrasound Med Biol (2008) 1.08

Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data. Neuroimage (2013) 1.08

In vitro hepatic metabolism explains higher clearance of voriconazole in children versus adults: role of CYP2C19 and flavin-containing monooxygenase 3. Drug Metab Dispos (2010) 1.08

Intrinsic Regression Models for Positive-Definite Matrices With Applications to Diffusion Tensor Imaging. J Am Stat Assoc (2009) 1.07

Estimation in regression models for longitudinal binary data with outcome-dependent follow-up. Biostatistics (2006) 1.06

The synchronization within and interaction between the default and dorsal attention networks in early infancy. Cereb Cortex (2012) 1.06

Differential reconstitution of T cell subsets following immunodepleting treatment with alemtuzumab (anti-CD52 monoclonal antibody) in patients with relapsing-remitting multiple sclerosis. J Immunol (2013) 1.06

Regression Models for Identifying Noise Sources in Magnetic Resonance Images. J Am Stat Assoc (2009) 1.06

Sample size and power determination in joint modeling of longitudinal and survival data. Stat Med (2011) 1.04

A class of Bayesian shared gamma frailty models with multivariate failure time data. Biometrics (2005) 1.04

Sex differences in grey matter atrophy patterns among AD and aMCI patients: results from ADNI. Neuroimage (2011) 1.04

Accuracy and landmark error calculation using cone-beam computed tomography-generated cephalograms. Angle Orthod (2010) 1.03

Outcome quantification using SPHARM-PDM toolbox in orthognathic surgery. Int J Comput Assist Radiol Surg (2010) 1.03

Assessing model fit in joint models of longitudinal and survival data with applications to cancer clinical trials. Stat Med (2014) 1.01

Pseudo-likelihood methods for longitudinal binary data with non-ignorable missing responses and covariates. Stat Med (2006) 1.00

Fast tensor image morphing for elastic registration. Med Image Comput Comput Assist Interv (2009) 0.98

Intrinsic Regression Models for Manifold-Valued Data. J Am Stat Assoc (2009) 0.98

A prognostic signature of defective p53-dependent G1 checkpoint function in melanoma cell lines. Pigment Cell Melanoma Res (2012) 0.97

Bayesian case influence diagnostics for survival models. Biometrics (2008) 0.96

Multiscale adaptive marginal analysis of longitudinal neuroimaging data with time-varying covariates. Biometrics (2012) 0.96

Local influence for generalized linear models with missing covariates. Biometrics (2009) 0.96

A longitudinal functional analysis framework for analysis of white matter tract statistics. Inf Process Med Imaging (2013) 0.96

Current Methods for Recurrent Events Data with Dependent Termination: A Bayesian Perspective. J Am Stat Assoc (2008) 0.96

Use of historical control data for assessing treatment effects in clinical trials. Pharm Stat (2013) 0.95

Maximum likelihood estimation in generalized linear models with multiple covariates subject to detection limits. Stat Med (2011) 0.95

Variable selection in the cox regression model with covariates missing at random. Biometrics (2009) 0.94

Longitudinal regression analysis of spatial-temporal growth patterns of geometrical diffusion measures in early postnatal brain development with diffusion tensor imaging. Neuroimage (2011) 0.94

Localized differences in caudate and hippocampal shape are associated with schizophrenia but not antipsychotic type. Psychiatry Res (2012) 0.94

Proximity model for expression quantitative trait loci (eQTL) detection. Biometrics (2007) 0.93

Local Polynomial Regression for Symmetric Positive Definite Matrices. J R Stat Soc Series B Stat Methodol (2012) 0.92

Frailty models with missing covariates. Biometrics (2002) 0.92