Published in Ann Appl Stat on March 01, 2009
Penalized Functional Regression. J Comput Graph Stat (2011) 3.06
Longitudinal functional principal component analysis. Electron J Stat (2010) 2.87
Generalized Multilevel Functional Regression. J Am Stat Assoc (2009) 2.64
Fast methods for spatially correlated multilevel functional data. Biostatistics (2010) 2.53
Bayesian Functional Data Analysis Using WinBUGS. J Stat Softw (2010) 1.59
Corrected confidence bands for functional data using principal components. Biometrics (2012) 1.47
Longitudinal Penalized Functional Regression for Cognitive Outcomes on Neuronal Tract Measurements. J R Stat Soc Ser C Appl Stat (2012) 1.44
Generalized Functional Linear Models with Semiparametric Single-Index Interactions. J Am Stat Assoc (2010) 1.38
Bootstrap-based inference on the difference in the means of two correlated functional processes. Stat Med (2012) 1.35
Reduced Rank Mixed Effects Models for Spatially Correlated Hierarchical Functional Data. J Am Stat Assoc (2010) 1.30
Functional principal component model for high-dimensional brain imaging. Neuroimage (2011) 1.28
JOINT AND INDIVIDUAL VARIATION EXPLAINED (JIVE) FOR INTEGRATED ANALYSIS OF MULTIPLE DATA TYPES. Ann Appl Stat (2013) 1.24
Robust, Adaptive Functional Regression in Functional Mixed Model Framework. J Am Stat Assoc (2011) 1.22
Multilevel Functional Principal Component Analysis for High-Dimensional Data. J Comput Graph Stat (2015) 1.19
Functional Generalized Additive Models. J Comput Graph Stat (2014) 1.18
Modeling functional data with spatially heterogeneous shape characteristics. Biometrics (2011) 1.16
Functional Additive Mixed Models. J Comput Graph Stat (2015) 1.14
Variable Selection in Generalized Functional Linear Models. Stat (2013) 1.08
Multilevel cross-dependent binary longitudinal data. Biometrics (2013) 1.04
Generalized multilevel function-on-scalar regression and principal component analysis. Biometrics (2015) 1.04
Population Value Decomposition, a Framework for the Analysis of Image Populations. J Am Stat Assoc (2011) 1.00
Two-stage decompositions for the analysis of functional connectivity for fMRI with application to Alzheimer's disease risk. Neuroimage (2010) 0.96
Quantifying the reliability of image replication studies: the image intraclass correlation coefficient (I2C2). Cogn Affect Behav Neurosci (2013) 0.95
Mixed effect Poisson log-linear models for clinical and epidemiological sleep hypnogram data. Stat Med (2012) 0.92
Quantifying the lifetime circadian rhythm of physical activity: a covariate-dependent functional approach. Biostatistics (2014) 0.91
Longitudinal High-Dimensional Principal Components Analysis with Application to Diffusion Tensor Imaging of Multiple Sclerosis. Ann Appl Stat (2015) 0.90
Predicting breakdown of the blood-brain barrier in multiple sclerosis without contrast agents. AJNR Am J Neuroradiol (2012) 0.87
Shrinkage prediction of seed-voxel brain connectivity using resting state fMRI. Neuroimage (2014) 0.84
Multilevel sparse functional principal component analysis. Stat (2014) 0.84
Assessing systematic effects of stroke on motorcontrol by using hierarchical function-on-scalar regression. J R Stat Soc Ser C Appl Stat (2015) 0.83
Interactive graphics for functional data analyses. Stat (Int Stat Inst) (2016) 0.83
SGPP: spatial Gaussian predictive process models for neuroimaging data. Neuroimage (2013) 0.83
Structured functional principal component analysis. Biometrics (2014) 0.82
Longitudinal Functional Data Analysis. Stat (Int Stat Inst) (2015) 0.82
Temporal patterns in count-to-ten fetal movement charts and their associations with pregnancy characteristics: a prospective cohort study. BMC Pregnancy Childbirth (2012) 0.82
Functional data analysis in brain imaging studies. Front Psychol (2010) 0.81
Combining hidden Markov models for comparing the dynamics of multiple sleep electroencephalograms. Stat Med (2013) 0.81
Analysis of group ICA-based connectivity measures from fMRI: application to Alzheimer's disease. PLoS One (2012) 0.81
Development of the National Healthy Sleep Awareness Project Sleep Health Surveillance Questions. J Clin Sleep Med (2015) 0.81
A marginal approach to reduced-rank penalized spline smoothing with application to multilevel functional data. J Am Stat Assoc (2013) 0.80
Statistical image analysis of longitudinal RAVENS images. Front Neurosci (2015) 0.79
Functional Principal Component Analysis of Spatio-Temporal Point Processes with Applications in Disease Surveillance. J Am Stat Assoc (2014) 0.79
Robust functional clustering of ERP data with application to a study of implicit learning in autism. Biostatistics (2016) 0.78
Longitudinal Functional Models with Structured Penalties. Stat Modelling (2016) 0.78
Fast Covariance Estimation for High-dimensional Functional Data. Stat Comput (2014) 0.78
Methods to assess an exercise intervention trial based on 3-level functional data. Biostatistics (2015) 0.78
Semiparametric variance components models for genetic studies with longitudinal phenotypes. Biostatistics (2011) 0.78
Interaction Models for Functional Regression. Comput Stat Data Anal (2016) 0.78
A Two Sample Distribution-Free Test for Functional Data with Application to a Diffusion Tensor Imaging Study of Multiple Sclerosis. J R Stat Soc Ser C Appl Stat (2016) 0.76
Estimating a graphical intra-class correlation coefficient (GICC) using multivariate probit-linear mixed models. Comput Stat Data Anal (2015) 0.75
Clustered mixed nonhomogeneous Poisson process spline models for the analysis of recurrent event panel data. Biometrics (2007) 0.75
Significance tests for functional data with complex dependence structure. J Stat Plan Inference (2015) 0.75
Hierarchical Adaptive Regression Kernels for Regression with Functional Predictors. J Comput Graph Stat (2013) 0.75
A note on modeling sparse exponential-family functional response curves. Comput Stat Data Anal (2016) 0.75
Fast, Exact Bootstrap Principal Component Analysis for p > 1 million. J Am Stat Assoc (2016) 0.75
Parametrization of white matter manifold-like structures using principal surfaces. J Am Stat Assoc (2016) 0.75
A multi-dimensional functional principal components analysis of EEG data. Biometrics (2017) 0.75
Hypothesis testing in functional linear models. Biometrics (2017) 0.75
Methods for scalar-on-function regression. Int Stat Rev (2016) 0.75
Random-effects models for longitudinal data. Biometrics (1982) 54.17
Sleep-disordered breathing and cardiovascular disease: cross-sectional results of the Sleep Heart Health Study. Am J Respir Crit Care Med (2001) 12.29
The Sleep Heart Health Study: design, rationale, and methods. Sleep (1997) 7.55
Wavelet-based functional mixed models. J R Stat Soc Series B Stat Methodol (2006) 6.57
Functional mixed effects models. Biometrics (2002) 5.42
Sleep homeostasis and models of sleep regulation. J Biol Rhythms (1999) 4.20
Age-related changes in slow wave sleep and REM sleep and relationship with growth hormone and cortisol levels in healthy men. JAMA (2000) 4.14
Bayesian hierarchical spatially correlated functional data analysis with application to colon carcinogenesis. Biometrics (2007) 3.32
The effects of age and gender on sleep EEG power spectral density in the middle years of life (ages 20-60 years old). Psychophysiology (2001) 3.15
Shrinkage estimation for functional principal component scores with application to the population kinetics of plasma folate. Biometrics (2003) 2.86
Triggering sleep slow waves by transcranial magnetic stimulation. Proc Natl Acad Sci U S A (2007) 2.26
Cigarette smoking and nocturnal sleep architecture. Am J Epidemiol (2006) 2.19
Nonparametric Signal Extraction and Measurement Error in the Analysis of Electroencephalographic Activity During Sleep. J Am Stat Assoc (2009) 2.01
Bayesian analysis of mass spectrometry proteomic data using wavelet-based functional mixed models. Biometrics (2007) 2.01
Bayesian adaptive regression splines for hierarchical data. Biometrics (2007) 1.53
EEG spectral power and cognitive performance during sleep inertia: the effect of normal sleep duration and partial sleep deprivation. Physiol Behav (2005) 1.20
High-frequency EEG as measure of cognitive function capacity: a preliminary report. Aviat Space Environ Med (2005) 1.11
Perioperative mortality and long-term survival following live kidney donation. JAMA (2010) 7.34
Sleep-disordered breathing and mortality: a prospective cohort study. PLoS Med (2009) 7.06
Obstructive sleep apnea-hypopnea and incident stroke: the sleep heart health study. Am J Respir Crit Care Med (2010) 7.03
Association of usual sleep duration with hypertension: the Sleep Heart Health Study. Sleep (2006) 6.98
Association of sleep time with diabetes mellitus and impaired glucose tolerance. Arch Intern Med (2005) 5.83
Prospective study of obstructive sleep apnea and incident coronary heart disease and heart failure: the sleep heart health study. Circulation (2010) 5.70
Meta-analyses of genome-wide association studies identify multiple loci associated with pulmonary function. Nat Genet (2009) 4.56
Short-term variability in measures of glycemia and implications for the classification of diabetes. Arch Intern Med (2007) 4.43
Treatment of right heart thromboemboli. Chest (2002) 3.86
Effects of sleep fragmentation on glucose metabolism in normal subjects. Chest (2009) 3.37
Diabetes and sleep disturbances: findings from the Sleep Heart Health Study. Diabetes Care (2003) 3.21
Penalized Functional Regression. J Comput Graph Stat (2011) 3.06
Cross-sectional and prospective study of lung function in adults with type 2 diabetes: the Atherosclerosis Risk in Communities (ARIC) study. Diabetes Care (2007) 2.92
A prospective evaluation of a protocol for magnetic resonance imaging of patients with implanted cardiac devices. Ann Intern Med (2011) 2.81
Microcystic macular oedema, thickness of the inner nuclear layer of the retina, and disease characteristics in multiple sclerosis: a retrospective study. Lancet Neurol (2012) 2.79
CPAP versus oxygen in obstructive sleep apnea. N Engl J Med (2014) 2.75
Intermittent hypoxia increases insulin resistance in genetically obese mice. J Physiol (2003) 2.71
Reduced kidney function as a risk factor for incident heart failure: the atherosclerosis risk in communities (ARIC) study. J Am Soc Nephrol (2007) 2.53
Fast methods for spatially correlated multilevel functional data. Biostatistics (2010) 2.53
In vivo identification of morphologic retinal abnormalities in neuromyelitis optica. Neurology (2013) 2.43
Sleep-disordered breathing and type 2 diabetes: a report from the International Diabetes Federation Taskforce on Epidemiology and Prevention. Diabetes Res Clin Pract (2008) 2.30
Relationships between retinal axonal and neuronal measures and global central nervous system pathology in multiple sclerosis. JAMA Neurol (2013) 2.22
Intermittent hypoxia induces hyperlipidemia in lean mice. Circ Res (2005) 2.21
Optical coherence tomography segmentation reveals ganglion cell layer pathology after optic neuritis. Brain (2011) 2.21
Cigarette smoking and nocturnal sleep architecture. Am J Epidemiol (2006) 2.19
Electrocorticographic high gamma activity versus electrical cortical stimulation mapping of naming. Brain (2005) 2.06
Nonparametric Signal Extraction and Measurement Error in the Analysis of Electroencephalographic Activity During Sleep. J Am Stat Assoc (2009) 2.01
Sleep apnea in patients on conventional thrice-weekly hemodialysis: comparison with matched controls from the Sleep Heart Health Study. J Am Soc Nephrol (2006) 1.94
Contribution of male sex, age, and obesity to mechanical instability of the upper airway during sleep. J Appl Physiol (1985) (2008) 1.89
Effects of acute intermittent hypoxia on glucose metabolism in awake healthy volunteers. J Appl Physiol (1985) (2009) 1.89
Familial risk for Alzheimer's disease alters fMRI activation patterns. Brain (2006) 1.86
Lasagna plots: a saucy alternative to spaghetti plots. Epidemiology (2010) 1.83
Cadmium exposure and hypertension in the 1999-2004 National Health and Nutrition Examination Survey (NHANES). Environ Health Perspect (2008) 1.76
Vital capacity as a predictor of incident type 2 diabetes: the Atherosclerosis Risk in Communities study. Diabetes Care (2005) 1.72
Sedation, sleep promotion, and delirium screening practices in the care of mechanically ventilated children: a wake-up call for the pediatric critical care community*. Crit Care Med (2014) 1.71
Sleepiness, quality of life, and sleep maintenance in REM versus non-REM sleep-disordered breathing. Am J Respir Crit Care Med (2010) 1.69
Sleep-disordered breathing and impaired glucose metabolism in normal-weight and overweight/obese individuals: the Sleep Heart Health Study. Diabetes Care (2008) 1.65
Urine arsenic concentrations and species excretion patterns in American Indian communities over a 10-year period: the Strong Heart Study. Environ Health Perspect (2009) 1.63
Sleep and sleep-disordered breathing in adults with predominantly mild obstructive airway disease. Am J Respir Crit Care Med (2003) 1.62
Characterizing sleep structure using the hypnogram. J Clin Sleep Med (2008) 1.54
On the relationship between seed-based and ICA-based measures of functional connectivity. Magn Reson Med (2011) 1.51
The effects of experimental sleep fragmentation on cognitive processing. Sleep Med (2010) 1.50
Dynamics of event-related causality in brain electrical activity. Hum Brain Mapp (2008) 1.46
A simplified method for measuring critical pressures during sleep in the clinical setting. Am J Respir Crit Care Med (2004) 1.45
Longitudinal Penalized Functional Regression for Cognitive Outcomes on Neuronal Tract Measurements. J R Stat Soc Ser C Appl Stat (2012) 1.44
Damage to the optic radiation in multiple sclerosis is associated with retinal injury and visual disability. Arch Neurol (2009) 1.43
Cadmium exposure and all-cause and cardiovascular mortality in the U.S. general population. Environ Health Perspect (2012) 1.37
Movelets: A dictionary of movement. Electron J Stat (2012) 1.29
Revisiting brain atrophy and its relationship to disability in multiple sclerosis. PLoS One (2012) 1.26
Penalized functional regression analysis of white-matter tract profiles in multiple sclerosis. Neuroimage (2011) 1.26
fMRI of intrasubject variability in ADHD: anomalous premotor activity with prefrontal compensation. J Am Acad Child Adolesc Psychiatry (2008) 1.26
"REM-related" obstructive sleep apnea: an epiphenomenon or a clinically important entity? Sleep (2012) 1.26
Arsenic exposure, diabetes prevalence, and diabetes control in the Strong Heart Study. Am J Epidemiol (2012) 1.25
Subjective and objective sleep quality in patients on conventional thrice-weekly hemodialysis: comparison with matched controls from the sleep heart health study. Am J Kidney Dis (2008) 1.21
Disruption of functional organization within the primary motor cortex in children with autism. Hum Brain Mapp (2012) 1.20
Fasting glycemia in sleep disordered breathing: lowering the threshold on oxyhemoglobin desaturation. Sleep (2008) 1.20
Utility of sleep stage transitions in assessing sleep continuity. Sleep (2010) 1.20
Mercury induces an unopposed inflammatory response in human peripheral blood mononuclear cells in vitro. Environ Health Perspect (2009) 1.20
Cadmium and peripheral arterial disease: gender differences in the 1999-2004 US National Health and Nutrition Examination Survey. Am J Epidemiol (2010) 1.18
Relation of sleep-disordered breathing to carotid plaque and intima-media thickness. Atherosclerosis (2007) 1.17
Modeling functional data with spatially heterogeneous shape characteristics. Biometrics (2011) 1.16
Population-wide principal component-based quantification of blood-brain-barrier dynamics in multiple sclerosis. Neuroimage (2011) 1.13
Long sleep duration: a risk to health or a marker of risk? Sleep Med Rev (2007) 1.12
Toward realistic and practical ideal observer (IO) estimation for the optimization of medical imaging systems. IEEE Trans Med Imaging (2008) 1.12
The impact of utilizing different optical coherence tomography devices for clinical purposes and in multiple sclerosis trials. PLoS One (2011) 1.09
Predicting human movement with multiple accelerometers using movelets. Med Sci Sports Exerc (2014) 1.09
OASIS is Automated Statistical Inference for Segmentation, with applications to multiple sclerosis lesion segmentation in MRI. Neuroimage Clin (2013) 1.08
Measuring the error in sleep estimation in normal subjects and in patients with insomnia. J Sleep Res (2010) 1.07
Normalization and extraction of interpretable metrics from raw accelerometry data. Biostatistics (2013) 1.06
Hypoxia, not the frequency of sleep apnea, induces acute hemodynamic stress in patients with chronic heart failure. J Am Coll Cardiol (2009) 1.05
Sleep Apnea and Metabolic Dysfunction: Cause or Co-Relation? Sleep Med Clin (2007) 1.04
Distribution of cell-free and cell-associated HIV surrogates in the colon after simulated receptive anal intercourse in men who have sex with men. J Acquir Immune Defic Syndr (2012) 1.04
Adaptive control of the false discovery rate in voxel-based morphometry. Hum Brain Mapp (2009) 1.04
Serum levels of the immune activation marker neopterin change with age and gender and are modified by race, BMI, and percentage of body fat. J Gerontol A Biol Sci Med Sci (2010) 1.03
Power spectral analysis of EEG activity during sleep in cigarette smokers. Chest (2007) 1.03
Dynamics of large-scale cortical interactions at high gamma frequencies during word production: event related causality (ERC) analysis of human electrocorticography (ECoG). Neuroimage (2011) 1.02
Developmental changes in within- and between-network connectivity between late childhood and adulthood. Neuropsychologia (2012) 1.02
Intermittent hypoxia impairs glucose homeostasis in C57BL6/J mice: partial improvement with cessation of the exposure. Sleep (2013) 1.00
Relationship between lung function and physical performance in disabled older women. J Gerontol A Biol Sci Med Sci (2005) 0.99
Myocardial structural associations with local electrograms: a study of postinfarct ventricular tachycardia pathophysiology and magnetic resonance-based noninvasive mapping. Circ Arrhythm Electrophysiol (2012) 0.98
Correlating subjective and objective sleepiness: revisiting the association using survival analysis. Sleep (2011) 0.98
Dysregulation of glutamate carboxypeptidase II in psychiatric disease. Schizophr Res (2008) 0.97
Isoosmolar enemas demonstrate preferential gastrointestinal distribution, safety, and acceptability compared with hyperosmolar and hypoosmolar enemas as a potential delivery vehicle for rectal microbicides. AIDS Res Hum Retroviruses (2013) 0.96
Two-stage decompositions for the analysis of functional connectivity for fMRI with application to Alzheimer's disease risk. Neuroimage (2010) 0.96
The Impact of Sleep-Disordered Breathing on Body Mass Index (BMI): The Sleep Heart Health Study (SHHS). Southwest J Pulm Crit Care (2011) 0.96
Analysis of Smoking Cessation Patterns Using a Stochastic Mixed-Effects Model With a Latent Cured State. J Am Stat Assoc (2008) 0.96
Motor "dexterity"?: Evidence that left hemisphere lateralization of motor circuit connectivity is associated with better motor performance in children. Cereb Cortex (2011) 0.95
Quantification of the spatial distribution of rectally applied surrogates for microbicide and semen in colon with SPECT and magnetic resonance imaging. Br J Clin Pharmacol (2012) 0.95
Electrocardiogram-based sleep spectrogram measures of sleep stability and glucose disposal in sleep disordered breathing. Sleep (2012) 0.95
Poor sleep quality and functional decline in older women. J Am Geriatr Soc (2012) 0.95
A Case Study in Pharmacologic Colon Imaging Using Principal Curves in Single Photon Emission Computed Tomography. J Am Stat Assoc (2008) 0.94
Sleep problems reported by patients entering opioid agonist treatment. J Subst Abuse Treat (2008) 0.93
Mixed effect Poisson log-linear models for clinical and epidemiological sleep hypnogram data. Stat Med (2012) 0.92
Quantification of multiple-sclerosis-related brain atrophy in two heterogeneous MRI datasets using mixed-effects modeling. Neuroimage Clin (2013) 0.90