Kernel Cox partially linear regression: Building predictive models for cancer patients' survival

Bioinformatics analysis and verification of gene targets for renal clear cell carcinoma

(2021) Feng Li et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Pathway aggregation for survival prediction via multiple kernel learning

(2018) Jennifer A. Sinnott et al.   STATISTICS IN MEDICINE

More accurate semiparametric regression in pharmacogenomics

(2018) Yaohua Rong et al.   Statistics and Its Interface

Prioritizing individual genetic variants after kernel machine testing using variable selection

(2016) Qianchuan He et al.   GENETIC EPIDEMIOLOGY

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

Regularization Paths for Cox's Proportional Hazards Model via Coordinate Descent

(2015) Noah Simon et al.   Journal of Statistical Software

Dual-specificity phosphatase 5 regulates nuclear ERK activity and suppresses skin cancer by inhibiting mutant Harvey-Ras (HRasQ61L)-driven SerpinB2 expression

(2014) Linda K. Rushworth et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Shrinkage variable selection and estimation in proportional hazards models with additive structure and high dimensionality

(2013) Heng Lian et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Oncogenic FGFR3 gene fusions in bladder cancer

(2012) Sarah V. Williams et al.   HUMAN MOLECULAR GENETICS

Automatic Feature Selection via Weighted Kernels and Regularization

(2012) Genevera I. Allen   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Rare-Variant Association Testing for Sequencing Data with the Sequence Kernel Association Test

(2011) Michael C. Wu et al.   AMERICAN JOURNAL OF HUMAN GENETICS

Powerful Tests for Detecting a Gene Effect in the Presence of Possible Gene-Gene Interactions Using Garrote Kernel Machines

(2011) Arnab Maity et al.   BIOMETRICS

Principled sure independence screening for Cox models with ultra-high-dimensional covariates

(2011) Sihai Dave Zhao et al.   JOURNAL OF MULTIVARIATE ANALYSIS

On the C-statistics for evaluating overall adequacy of risk prediction procedures with censored survival data

(2011) Hajime Uno et al.   STATISTICS IN MEDICINE

Gene expression profiling for molecular classification of multiple myeloma in newly diagnosed patients

(2010) A. Broyl et al.   BLOOD

Genomic Similarity and Kernel Methods I: Advancements by Building on Mathematical and Statistical Foundations

(2010) Daniel J. Schaid   HUMAN HEREDITY

Survival Analysis with High-Dimensional Covariates: An Application in Microarray Studies

(2009) David Engler et al.   Statistical Applications in Genetics and Molecular Biology

HPV16 transmission between a couple with HPV-related head and neck cancer

(2007) Robert Haddad et al.   ORAL ONCOLOGY