Jane-Ling Wang
American statistician
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Mathematics
Jane-Ling Wang's Degrees
- PhD Statistics University of California, Berkeley
- Masters Statistics University of California, Berkeley
- Bachelors Mathematics National Taiwan University
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(Suggest an Edit or Addition)According to Wikipedia, Jane-Ling Wang is a distinguished professor of statistics at the University of California, Davis who studies dimension reduction, functional data analysis, and aging. Education and career Wang graduated from National Taiwan University in 1975 with a bachelor of arts degree in mathematics. She earned a master's of arts in mathematics in 1978 from the University of California, Berkeley, and in 1982, obtained a doctorate in statistics from the University of California, Berkeley; her dissertation, supervised by Lucien Le Cam, was Asymptotically Minimax Estimators for Distributions with Increasing Failure Rate. After starting her faculty career at the University of Iowa, she moved to Davis in 1984. She chaired the statistics department at Davis from 1999 to 2003.
Jane-Ling Wang's Published Works
Published Works
- Functional Data Analysis for Sparse Longitudinal Data (2005) (1307)
- Functional linear regression analysis for longitudinal data (2005) (654)
- Properties of principal component methods for functional and longitudinal data analysis (2006) (455)
- The strong law under random censorship (1993) (286)
- Nonparametric Regression Analysis of Longitudinal Data (2005) (227)
- Joint Modeling of Survival and Longitudinal Data: Likelihood Approach Revisited (2006) (218)
- Estimation for a partial-linear single-index model (2009) (193)
- Mosquitoes do senesce: departure from the paradigm of constant mortality. (2007) (175)
- Intraocular Lens Power Calculation After Laser In Situ Keratomileusis for Myopia and Hyperopia: A Standardized Approach (2001) (172)
- Joint modelling of accelerated failure time and longitudinal data (2005) (165)
- From sparse to dense functional data and beyond (2016) (145)
- FUNCTIONAL RESPONSE MODELS (2004) (131)
- Risk of dementia after anaesthesia and surgery (2014) (130)
- Fertility and life span: late children enhance female longevity. (2002) (123)
- Strong Representations of the Survival Function Estimator for Truncated and Censored Data with Applications (1993) (123)
- Longevity–fertility trade‐offs in the tephritid fruit fly, Anastrepha ludens, across dietary‐restriction gradients (2008) (119)
- Functional canonical analysis for square integrable stochastic processes (2003) (119)
- Review of Functional Data Analysis (2015) (116)
- Life history response of Mediterranean fruit flies to dietary restriction (2002) (111)
- Dimension reduction for censored regression data (1999) (108)
- Functional quasi‐likelihood regression models with smooth random effects (2003) (100)
- Modeling Longitudinal Data with Nonparametric Multiplicative Random Effects Jointly with Survival Data (2008) (95)
- Robust functional principal components: A projection-pursuit approach (2011) (86)
- Functional single index models for longitudinal data (2011) (79)
- A comparison of hazard rate estimators for left truncated and right censored data (1992) (78)
- Greedy Attack and Gumbel Attack: Generating Adversarial Examples for Discrete Data (2018) (77)
- A demographic analysis of the fitness cost of extended longevity in Caenorhabditis elegans. (2007) (74)
- Age-specific and lifetime behavior patterns in Drosophila melanogaster and the Mediterranean fruit fly, Ceratitis capitata (2006) (74)
- Demographic window to aging in the wild: constructing life tables and estimating survival functions from marked individuals of unknown age (2004) (74)
- Locally adaptive hazard smoothing (1990) (72)
- COVARIATE ADJUSTED FUNCTIONAL PRINCIPAL COMPONENTS ANALYSIS FOR LONGITUDINAL DATA (2010) (67)
- Analysis of oldest-old mortality: lifetables revisited (1998) (62)
- ML-LOO: Detecting Adversarial Examples with Feature Attribution (2019) (57)
- Methods of canonical analysis for functional data (2004) (56)
- Functional linear regression via canonical analysis (2010) (55)
- Age structure changes and extraordinary lifespan in wild medfly populations (2008) (53)
- Food pulses increase longevity and induce cyclical egg production in Mediterranean fruit flies (2002) (53)
- Cost of reproduction in male medflies: the primacy of sexual courting in extreme longevity reduction. (2010) (53)
- A simple graphical technique for displaying individual fertility data and cohort survival : case study of 1000 Mediterranean Fruit Fly females (1998) (50)
- A FUNCTIONAL MULTIPLICATIVE EFFECTS MODEL FOR LONGITUDINAL DATA, WITH APPLICATION TO REPRODUCTIVE HISTORIES OF FEMALE MEDFLIES. (2003) (50)
- Time-Varying Additive Models for Longitudinal Data (2013) (47)
- The prolongevity effect of resveratrol depends on dietary composition and calorie intake in a tephritid fruit fly (2009) (46)
- Biodemography of a long-lived tephritid: Reproduction and longevity in a large cohort of female Mexican fruit flies, Anastrepha ludens (2005) (45)
- From lifetables to hazard rates: The transformation approach (1997) (44)
- Spontaneous Neural Fluctuations Predict Decisions to Attend (2014) (42)
- Effects of age and gender on success and death of mountaineers on Mount Everest (2007) (41)
- Smoothing Hazard Rates (2005) (39)
- Two-Sample Inference for Median Survival Times Based on One-Sample Procedures for Censored Survival Data (1990) (38)
- Semiparametric Efficient Estimation for a Class of Generalized Proportional Odds Cure Models (2010) (36)
- Predictive Effect of Serial Serum Alanine Aminotransferase Levels on Spontaneous HBeAg Seroconversion in Chronic Genotype B and C HBV–Infected Children (2012) (36)
- Time dynamics of COVID-19 (2020) (35)
- Emotional EEG classification using connectivity features and convolutional neural networks (2020) (35)
- MODELING LEFT-TRUNCATED AND RIGHT-CENSORED SURVIVAL DATA WITH LONGITUDINAL COVARIATES. (2012) (34)
- Inverse regression for longitudinal data (2014) (34)
- Stringing High-Dimensional Data for Functional Analysis (2011) (34)
- Dynamical correlation: A new method for quantifying synchrony with multivariate intensive longitudinal data. (2016) (33)
- The central limit theorem under random truncation. (2008) (32)
- Strong Consistency of Approximate Maximum Likelihood Estimators with Applications in Nonparametrics (1985) (32)
- The jackknife estimate of a Kaplan-Meier integral (1994) (32)
- Global Partial Likelihood for Nonparametric Proportional Hazards Models (2010) (31)
- Stochastic dietary restriction using a Markov‐chain feeding protocol elicits complex, life history response in medflies (2005) (30)
- CHANGE-POINT MODELS FOR HAZARD FUNCTIONS (1994) (30)
- CONTROL PERCENTILE TEST PROCEDURES FOR CENSORED DATA (1988) (30)
- Survival and aging in the wild via residual demography. (2007) (30)
- Varying-coefficient additive models for functional data (2015) (29)
- Asymptotically Minimax Estimators for Distributions with Increasing Failure Rate (1986) (29)
- Smoothing dynamic positron emission tomography time courses using functional principal components (2009) (29)
- Amino acid sources in the adult diet do not affect life span and fecundity in the fruit‐feeding butterfly Bicyclus anynana (2008) (28)
- Adult diet affects lifespan and reproduction of the fruit‐feeding butterfly Charaxes fulvescens (2008) (27)
- Weak and strong quantile representations for randomly truncated data with applications (1993) (27)
- Lifespan of a Ceratitis fruit fly increases with higher altitude. (2010) (25)
- FMEM: Functional mixed effects modeling for the analysis of longitudinal white matter Tract data (2014) (23)
- Optimal Estimation for the Functional Cox Model (2016) (23)
- The Relationship between First Postoperative Day Epithelial Status and Eventual Health of the Ocular Surface in Penetrating Keratoplasty (2002) (21)
- Timeliness and follow-up patterns of cervical cancer detection in a cohort of medically underserved California women (2010) (21)
- Nonparametric tests in small unbalanced samples: Application in employment-discrimination cases (1987) (21)
- Effects of diet and host access on fecundity and lifespan in two fruit fly species with different life‐history patterns (2013) (21)
- Longitudinal associations between white matter maturation and cognitive development across early childhood (2019) (19)
- Nonparametric maximum likelihood estimation of an increasing hazard rate for uncertain cause-of-death data (1993) (19)
- Asymptotic Properties of M‐estimators Based on Estimating Equations and Censored Data (1999) (19)
- Nutrients in fruit increase fertility in wild-caught females of large and long-lived Euphaedra species (Lepidoptera, Nymphalidae). (2009) (18)
- Statistical properties of measures of between-group income differentials (1989) (17)
- Functional principal component analysis for identifying multivariate patterns and archetypes of growth, and their association with long-term cognitive development (2018) (17)
- Young Pigs Consuming Lysozyme Transgenic Goat Milk Are Protected from Clinical Symptoms of Enterotoxigenic Escherichia coli Infection. (2017) (16)
- Graphical and demographic synopsis of the captive cohort method for estimating population age structure in the wild (2012) (16)
- Optimal weighting schemes for longitudinal and functional data (2018) (16)
- Standard error estimation using the EM algorithm for the joint modeling of survival and longitudinal data. (2014) (16)
- History PCA: A New Algorithm for Streaming PCA (2018) (16)
- A Functional Approach to Deconvolve Dynamic Neuroimaging Data (2014) (16)
- A mortality cost of virginity at older ages in female Mediterranean fruit flies (2002) (16)
- Event history graphs for censored survival data (2001) (15)
- Deep Extended Hazard Models for Survival Analysis (2021) (15)
- Seasonality of Post-capture Longevity in a Medically-Important Mosquito (Culex pipiens) (2016) (15)
- Female access and diet affect insemination success, senescence and the cost of reproduction in the male Mexican fruit fly Anastrepha ludens (2015) (14)
- Life table assay of field‐caught Mediterranean fruit flies, Ceratitis capitata, reveals age bias (2009) (14)
- Representations for the bivariate product limit estimators and the bootstrap versions (1989) (14)
- Inference for the Mean Difference in the Two-Sample Random Censorship Model (2001) (13)
- M-estimators for Censored Data: Strong Consistency (1995) (13)
- Mountaineers on Mount Everest: Effects of age, sex, experience, and crowding on rates of success and death (2020) (12)
- SEMIPARAMETRIC EFFICIENT ESTIMATION FOR SHARED-FRAILTY MODELS WITH DOUBLY-CENSORED CLUSTERED DATA. (2016) (12)
- Age-dynamic networks and functional correlation for early white matter myelination (2018) (11)
- Mean and Covariance Estimation for Functional Snippets (2020) (11)
- Estimators of a distribution function with increasing failure rate average (1987) (10)
- FMEM: Functional Mixed Effects Models for Longitudinal Functional Responses. (2019) (10)
- An extended hazard model with longitudinal covariates (2015) (9)
- Discussion of nonparametric and semiparametric regression (2004) (9)
- Multi-sample U-statistics for censored data (1993) (9)
- Statistic modelling via dimension reduction methods (1997) (9)
- Leg impairments elicit graded and sex-specific demographic responses in the tephritid fruit fly Anastrepha ludens (2009) (8)
- Seasonal trends in Ceratitis capitata reproductive potential derived from live‐caught females in Greece (2011) (8)
- Estimating IFRA and NBU survival curves based on censored data (1987) (8)
- Effects of age and gender on success and death of mountaineers on (2007) (7)
- Basis expansions for functional snippets (2019) (6)
- Local and global temporal correlations for longitudinal data (2018) (6)
- Lysozyme-rich milk mitigates effects of malnutrition in a pig model of malnutrition and infection (2018) (6)
- Semi-Parametric Joint Modeling of Survival and Longitudinal Data: The R Package JSM (2020) (5)
- A Longitudinal Functional Analysis Framework for Analysis of White Matter Tract Statistics (2013) (5)
- A new approach to varying-coefficient additive models with longitudinal covariates (2020) (4)
- Deep Learning for Functional Data Analysis with Adaptive Basis Layers (2021) (4)
- A New Approach for Functional Connectivity via Alignment of Blood Oxygen Level-Dependent Signals (2019) (4)
- Modeling sparse longitudinal data in early neurodevelopment (2021) (4)
- Editorial for the special issue on High-dimensional and functional data analysis (2019) (3)
- Nonparametric estimation of hazard functions and their derivatives under truncation model (1993) (3)
- Dietary effects on sex-specific health dynamics of medfly: Support for the dynamic equilibrium model of aging (2011) (3)
- Functional Data Analysis and Empirical Dynamics [R package fdapace version 0.5.5] (2020) (3)
- METHOD OF SIEVES TO JOINTLY MODEL SURVIVAL AND LONGITUDINAL DATA (2013) (3)
- Identifying Differentially Expressed Genes for Time-course Microarray Data through Functional Data Analysis (2010) (3)
- Discussion of joint modeling longitudinal and survival data (2004) (2)
- Bootstrap Confidence Intervals for Effective Doses in the Probit Model for Dose-Response Data (2007) (1)
- Neural Networks for Partially Linear Quantile Regression (2021) (1)
- Deep learning for the partially linear Cox model (2022) (1)
- Correction to "Inverse regression for longitudinal data" (2015) (1)
- Nonparametric Models for Non-Gaussian Longitudinal Data (2011) (1)
- Trajectories of brain volumes in young children are associated with maternal education. (2023) (1)
- Functional Linear Regression Analysis for Longitudinal Data 1 This Reprint Differs from the Original in Pagination and Typographic Detail. 1 2 (2005) (1)
- DENSITY AND FAILURE RATE ESTIMATION WITH APPLICATION TO RELIABILITY Contribution to the Encyclopedia of Statistics in Quality and Reliability (2007) (1)
- Density and Failure Rate Estimation (2014) (1)
- Associating Growth in Infancy and Cognitive Performance in Early Childhood: A functional data analysis approach (2018) (1)
- A General Approach to Derive Chi-Square Type of Goodness-of-Fit Tests for Lifetime Data (1996) (1)
- SEMI-LINEAR LINEAR INDEX MODEL WHEN THE LINEAR COVARIATES AND INDICES ARE INDEPENDENT (2006) (0)
- Functional Linear Regression Via Canonical Analysis 1 (2007) (0)
- Network evolution of regional brain volumes in young children reflects neurocognitive scores and mother’s education (2023) (0)
- Discussion: Forecasting functional time series (2009) (0)
- Estimating IFRA (Increasing Failure Rate Average) Based on Censored Data. (1985) (0)
- Methods of Non-Parametric Inference (1989) (0)
- Diet Shapes Mortality Response to Trauma in Old Tephritid Fruit Flies (2016) (0)
- An Odyssey to Incomplete Data: Winfried Stute’s Contribution to Survival Analysis (2017) (0)
- Application of Curve Registration Methods on Analyzing Wearable Device Data (2020) (0)
- Improved Estimation and Uncertainty Quantification Using Monte Carlo-Based Optimization Algorithms (2015) (0)
- Eigen-Adjusted Functional Principal Component Analysis (2022) (0)
- Age-dynamic networks and functional correlation for early white matter myelination (2018) (0)
- Increased Risk of Dementia after Anesthesia and Surgery (2015) (0)
- Testing homogeneity: the trouble with sparse functional data (2022) (0)
- Smoothing Hazard Rates for Grouped Data : Nonparametric Graduation of Lifetables (2003) (0)
- Analytic Basis Expansions for Functional Snippets (2019) (0)
- Nonparametric Methods for Incomplete Data in Reliability and for Changepoints in Smooth Functions. (1994) (0)
- Standard error estimation in the EM algorithm when joint modeling of survival and longitudinal data (2014) (0)
- LCox: a tool for selecting genes related to survival outcomes using longitudinal gene expression data (2019) (0)
- OPTIMAL ESTIMATIONS OF STARSHAPED DISTRIBUTION FUNCTIONS (1988) (0)
- Final Project: The Skin Cancer Prevention Study (2013) (0)
- SEMI-LINEAR INDEX MODEL WHEN THE LINEAR COVARIATES AND INDICES ARE INDEPENDENT (2007) (0)
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