Tian Zheng
#171,825
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Chinese-American statistician
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Tian Zhengmathematics Degrees
Mathematics
#8256
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#11212
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Statistics
#1228
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#1340
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Mathematics
Tian Zheng's Degrees
- PhD Statistics Stanford University
- Masters Statistics Stanford University
- Bachelors Mathematics Peking University
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Why Is Tian Zheng Influential?
(Suggest an Edit or Addition)According to Wikipedia, Tian Zheng is a Chinese-American applied statistician whose work concerns Bayesian modeling and sparse learning of complex data from applications including social networks, bioinformatics, and geoscience. She is a professor of statistics at Columbia University, and chair of the Columbia Department of Statistics.
Tian Zheng's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Probing genetic overlap among complex human phenotypes (2007) (315)
- Cross-species regulatory network analysis identifies a synergistic interaction between FOXM1 and CENPF that drives prostate cancer malignancy. (2014) (271)
- Segregation in Social Networks Based on Acquaintanceship and Trust (2011) (249)
- How Many People Do You Know in Prison? (2006) (206)
- How Many People Do You Know?: Efficiently Estimating Personal Network Size (2010) (192)
- Why significant variables aren’t automatically good predictors (2015) (185)
- A Molecular Signature Predictive of Indolent Prostate Cancer (2013) (124)
- Inference of Regulatory Gene Interactions from Expression Data Using Three‐Way Mutual Information (2009) (81)
- Genetic-linkage mapping of complex hereditary disorders to a whole-genome molecular-interaction network. (2008) (68)
- Identification of gene interactions associated with disease from gene expression data using synergy networks (2008) (68)
- Latent Surface Models for Networks Using Aggregated Relational Data (2015) (50)
- Interaction-based feature selection and classification for high-dimensional biological data (2012) (49)
- Backward Genotype-Trait Association (BGTA)-Based Dissection of Complex Traits in Case-Control Designs (2006) (46)
- Discovering influential variables: A method of partitions (2009) (44)
- A Practical Guide to Measuring Social Structure Using Indirectly Observed Network Data (2013) (44)
- Measuring social distance using indirectly observed network data (2010) (40)
- NKX3.1 Suppresses TMPRSS2-ERG Gene Rearrangement and Mediates Repair of Androgen Receptor-Induced DNA Damage. (2015) (34)
- Simulation-efficient shortest probability intervals (2013) (32)
- Discovering interactions among BRCA1 and other candidate genes associated with sporadic breast cancer (2008) (32)
- Backward Haplotype Transmission Association (BHTA) Algorithm – A Fast Multiple-Marker Screening Method (2002) (30)
- A demonstration and findings of a statistical approach through reanalysis of inflammatory bowel disease data. (2004) (24)
- Rheumatoid arthritis-associated gene-gene interaction network for rheumatoid arthritis candidate genes (2009) (21)
- Adjusting for Recall Bias in “ How Many X ’ s Do You Know ? ” Surveys (2007) (20)
- The challenge of detecting epistasis (G×G Interactions): Genetic Analysis Workshop 16 (2009) (19)
- GLMLE: graph-limit enabled fast computation for fitting exponential random graph models to large social networks (2015) (19)
- Breast cancer prognostic biomarker using attractor metagenes and the FGD3-SUSD3 metagene. (2014) (18)
- Framework for making better predictions by directly estimating variables’ predictivity (2016) (17)
- Constructing gene association networks for rheumatoid arthritis using the backward genotype-trait association (BGTA) algorithm (2007) (17)
- Self-Correcting Maps of Molecular Pathways (2006) (17)
- LATENT DEMOGRAPHIC PROFILE ESTIMATION IN HARD-TO-REACH GROUPS. (2012) (16)
- Transcription activity hot spot, is it real or an artifact? (2007) (16)
- Nkx3.1 controls the DNA repair response in the mouse prostate (2015) (15)
- ARF Confers a Context-Dependent Response to Chemotherapy in Muscle-Invasive Bladder Cancer. (2017) (14)
- Genome-wide gene-based analysis of rheumatoid arthritis-associated interaction with PTPN22 and HLA-DRB1 (2009) (14)
- Meta-analysis of expression and methylation signatures indicates a stress-related epigenetic mechanism in multiple neuropsychiatric disorders (2019) (12)
- English audio-visual teaching mode and its teaching environment construction — Henan institute of science and technology as the example (2011) (12)
- Selecting informative genes for discriminant analysis using multigene expression profiles (2008) (11)
- Estimation of exponential random graph models for large social networks via graph limits (2013) (11)
- Visualization in Bayesian Data Analysis (2008) (11)
- Markov-Modulated Hawkes Processes for Sporadic and Bursty Event Occurrences (2019) (10)
- Pattern-based mining strategy to detect multi-locus association and gene × environment interaction (2007) (10)
- Proteomic modulation in breast tumors after metformin exposure: results from a “window of opportunity” trial (2017) (9)
- A Bayesian evidence synthesis approach to estimate disease prevalence in hard-to-reach populations: hepatitis C in New York City. (2018) (8)
- Two‐sample Comparison Based on Prediction Error, with Applications to Candidate Gene Association Studies (2007) (8)
- Surveying Hard-to-Reach Groups Through Sampled Respondents in a Social Network (2012) (7)
- Methods for detecting interactions between genetic polymorphisms and prenatal environment exposure with a mother‐child design (2010) (7)
- Bayesian hierarchical graph-structured model for pathway analysis using gene expression data (2013) (7)
- Topic-adjusted visibility metric for scientific articles (2016) (7)
- Kernel‐based measures of association (2018) (6)
- Discovering Influential Variables: A General Computer Intensive Method for Common Genetic Disorders (2011) (6)
- Sensitization Effects of Repurposed Blood Pressure-regulating Drugs on Drug-resistant Cancer Cells (2021) (5)
- A partition-based approach to identify gene-environment interactions in genome wide association studies (2014) (5)
- Teaching Data Science in a Statistical Curriculum: Can We Teach More by Teaching Less? (2017) (5)
- whole-genome molecular-interaction network Genetic-linkage mapping of complex hereditary disorders to a data (2008) (5)
- Identifying rare disease variants in the Genetic Analysis Workshop 17 simulated data: a comparison of several statistical approaches (2011) (5)
- Joint study of genetic regulators for expression traits related to breast cancer (2007) (5)
- Considering interactive effects in the identification of influential regions with extremely rare variants via fixed bin approach (2014) (4)
- Identifying influential regions in extremely rare variants using a fixed-bin approach (2011) (4)
- Association screening for genes with multiple potentially rare variants: an inverse-probability weighted clustering approach (2011) (4)
- Similarity-based health risk prediction using Domain Fusion and electronic health records data (2021) (3)
- Discriminant Analysis Using Multigene Expression Profiles in Classification of Breast Cancer (2007) (3)
- Tree-Based Integration of One-versus-Some (OVS) Classifiers for Multiclass Classification (2006) (3)
- Making Good Prediction: A Theoretical Framework (2015) (3)
- Two Screening Methods for Genetic Association Study with Application to Psoriasis Microarray Data Sets (2015) (3)
- Genome-wide gene-based analysis of rheumatoid arthritis-associated interaction with PTPN 22 and HLA-DRB 1 (2009) (3)
- A latent space representation of overdispersed relative propensity in \How many X's do you know?" data (2010) (3)
- Next waves in veridical network embedding * (2020) (3)
- Computer-assisted college English teaching under the perspective of “embodied philosophy” (2011) (2)
- New insights into old methods for identifying causal rare variants (2011) (2)
- Diagnostics and Visualization of Point Process Models for Event Times on a Social Network (2020) (2)
- Count‐valued time series models for COVID‐19 daily death dynamics (2021) (2)
- [Influence of serum storage on the laboratory results of prostate-specific antigen]. (2013) (2)
- Network Hawkes process models for exploring latent hierarchy in social animal interactions (2020) (2)
- Prediction scoring of data-driven discoveries for reproducible research (2022) (2)
- Hard-to-Survey Populations: Network-based methods for accessing hard-to-survey populations using standard surveys (2014) (2)
- Latent Structure Models for Social Networks using Aggregated Relational Data (2010) (2)
- DACE: Differential Allelic Co-Expression test for estimating regulatory associations of SNP and biological pathway (2008) (2)
- Identifying regions of disease-related variants in admixed populations with the summation partition approach (2016) (1)
- Identifying Genomic Regulators of Set-Wise Co-Expression (2007) (1)
- Towards a Unied Framework for Inference with Aggregated Relational Data (2009) (1)
- A dual-clustering framework for association screening with whole genome sequencing data and longitudinal traits (2014) (1)
- Correction: A dual clustering framework for association screening with whole genome sequencing data and longitudinal traits (2014) (1)
- Online Community Detection for Event Streams on Networks (2020) (1)
- Estimating exponential random graph models using sampled network data via graphon (2016) (1)
- A Comprehensive Analysis of Association between Several Candidate Genes and Rheumatoid Arthritis in Samples from North American Rheumatoid Arthritis Consortium (NARAC) (2006) (1)
- Coping with family structure in genome-wide association studies: a comparative evaluation (2018) (1)
- Network-guided interaction mining for the blood pressure phenotype of unrelated individuals in genetic analysis workshop 19 (2016) (1)
- Combined Linkage and Association Analysis of the NARAC Dataset (2006) (1)
- Discovering pure gene-environment interactions in blood pressure genome-wide association studies data: a two-step approach incorporating new statistics (2014) (1)
- Comment: Quantifying the Fraction of Missing Information for Hypothesis Testing in Statistical and Genetic Studies. (2011) (1)
- Latent quality models for document networks (2015) (1)
- Genome‐wide association analyses of expression phenotypes (2007) (0)
- Surveying Hard-to-Reach Groups Through Sampled Respondents in a Social Network (2012) (0)
- Studying Co-Regulation and Inter-Regulation of Genes via eQTL Mapping (2007) (0)
- Scoring Model Predictions using Cross-Validation (2018) (0)
- Source codes for GLMLE algorithm (2014) (0)
- Research Highlights (2004) (0)
- Simulation-efficient shortest probability intervals (2015) (0)
- Unraveling NOD2 function (2004) (0)
- Scalable Community Detection in Massive Networks Using Aggregated Relational Data (2021) (0)
- Multiple-marker screening approach towards the mapping of complex traits in human genetics (2002) (0)
- Fit GFuseTLP penalized conditional logistic regression model for high-dimensional one-to- one matched case-control data (2014) (0)
- Estimating Personal Network Size with Non-random Mixing via Latent Kernels (2018) (0)
- GLMLE: graph-limit enabled fast computation for fitting exponential random graph models to large social networks (2015) (0)
- Abstract 479: Novel specific PKM2 inhibitor, compound 3h, induces apoptotic and autophagic cell death through Akt/mTOR signaling pathway in prostate cancer cells (2023) (0)
- EVALUATING THE REPEATABILITY OF TWO STUDIES OF A LARGE NUMBER OF OBJECTS : MODIFIED KENDALL RANK-ORDER ASSOCIATION TEST (2005) (0)
- Constructing Association Network in Tw o Stage Analysis: An Application of Backward Genotype-Trait Associati on (BGTA) Algorithm to NARAC Data (2006) (0)
- Abstract P4-15-03: Proteomic modulation in breast tumors after metformin use: Results from a “window of opportunity” trial (2013) (0)
- Estimating the theoretical error rate for prediction (2017) (0)
- Abstract 2873: A molecular signature predictive of indolent prostate cancer (2014) (0)
- On feature selection and classification in high dimensions (2008) (0)
- A Modified Kendall Rank-Order Association Test For Evaluating The Repeatability Of Two Studies With A Large Number Of Objects. (2007) (0)
- Abstract P6-12-07: Discordance in cyclin D1 changes after metformin exposure by different protein expression methods: Results from a "Window of Opportunity" trial (2015) (0)
- Correction: ARF Confers a Context-Dependent Response to Chemotherapy in Muscle-Invasive Bladder Cancer. (2023) (0)
- Online Estimation of Network Point Processes for Event Streams (2020) (0)
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What Schools Are Affiliated With Tian Zheng?
Tian Zheng is affiliated with the following schools:
