Faculty and Lecturers

Senior Faculty

A B C D E F G H J K L M N O P Q R S T U V W X Y Z

David Blei

Professor

Office: Room 912 SSW
Phone: 212-854-5450
Email: david.blei@columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.cs.columbia.edu/~blei/

Research Interests: Probabilistic topic models, Bayesian nonparametrics, Hierarchical Bayesian models, Scalable Bayesian computation


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Professor, Director of Ph.D. Studies

John P. Cunningham

Professor, Director of Ph.D. Studies

Office: Room 1007 SSW
Email: jpc2181@columbia.edu
Program(s): Full-Time Faculty, Program Directors, Senior Faculty, Statistics Department
Website: http://stat.columbia.edu/~cunningham/

Research Interests: statistical machine learning and its applications, particularly neuroscience

 


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Richard A. Davis

Howard Levene Professor

Office: Room 1026 SSW
Phone: 212-851-2137
Email: rdavis@stat.columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://stat.columbia.edu/~rdavis/

Research Interests: Time series analysis, financial time series modeling, extreme value theory, spatial-temporal modeling with environmental applications, applied probability, and stochastic processes.


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Victor de la Pena

Professor

Office: Room 1027 SSW
Phone: 212-851-2144
Email: vp@stat.columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://stat.columbia.edu/~vp/
 
Professor Victor de la Pena's paper ``From Decoupling and Self-Normalization to Machine Learning'' was invited and has been published in the ``Notices of the American Society'' 
which is distributed to over 30,000 members and member institutions worldwide.
 

Research Interests: Inequalities in Probability and Statistics, Sequential Analysis, Boundary Crossing and Change Point Problems, U-Statistics and Processes, Self-Normalized Processes, General Dependence Structures Including Martingales, Decoupling, Copulas. Managing Risk in Complex Systems, Banking, Actuarial Sciences, Earth Sciences, Climatology Global Warming.


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Higgins Professor of Statistics

Andrew Gelman

Higgins Professor of Statistics

Office: Room 1016 SSW
Phone: 212-851-2142
Email: gelman@stat.columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.stat.columbia.edu/~gelman/

Research Interests: why it is rational to vote; why campaign polls are so variable when elections are so predictable; why redistricting is good for democracy; reversals of death sentences; police stops in New York City, the statistical challenges of estimating small effects; the probability that your vote will be decisive; seats and votes in Congress; social network structure; arsenic in Bangladesh; radon in your basement; toxicology; medical imaging; and methods in surveys, experimental design, statistical inference, computation, and graphics.


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Samory Kpotufe

Associate Professor

Office: Room 911 SSW
Phone: 2128545391
Email: skk2175@columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.columbia.edu/~skk2175/index.html

Research Interests: Statistical Machine Learning theory, Nonparametric Methods and Adaptivity, Minimally Supervised Learning, e.g., Active Learning, Domain Adaptation and Transfer Learning.  


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Jingchen Liu

Professor

Office: Room 1030 SSW
Phone: 212-851-2146
Email: jcliu@stat.columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://stat.columbia.edu/~jcliu/

Research Interests: Applied probability: extreme/rare-event analysis of Gaussian random fields, heavy-tailed stochastic systems, and random ordinary/partial differential equations; theory development for importance sampling and MCMC algorithms. Psychometrics: various inference problems of diagnostic classification models and their applications to psychiatric and education testing data; computerized adaptive testing.

 


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Shaw-Hwa Lo

Professor

Office: Room 1006 SSW
Phone: 212-851-2133
Email: slo@stat.columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: https://confluence.columbia.edu/confluence/display/statgene/Shaw-Hwa+Lo

Research Interests: Survival Analysis, Design of Clinical Trials, Resampling Methods, Coverage Problems, Analysis of Incomplete Data, Nonparametric Methods, Asymptotic Theory, Empirical Bayes Methodology. Statistical Genetics. Bioinformatics. Genetic network analysis.


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Professor Emeritus of Statistics

David Madigan

Professor Emeritus of Statistics

Email: david.madigan@columbia.edu
Program(s): Senior Faculty, Statistics Department
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Arian Maleki

Associate Professor

Office: Room 1013 SSW
Phone: 212-851-2140
Email: mm4338@columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: https://sites.google.com/site/malekiarian/
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Sumit Mukherjee

Associate Professor

Email: sumitm@stat.columbia.edu
Program(s): Senior Faculty, Statistics Department
Website: http://stat.columbia.edu/~sumitm/index.html

Research Interests: Exponential families, estimation of log normalizing constant, consistent estimation, pseudo-likelihood. Gaussian processes, persistence problems, roots of random polynomials. Limits of permutations, large deviation and non uniform models on permutations. Graph theory, dense graph limits, large deviation for sparse graphs, graph coloring problems.


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Marcel Nutz

Professor

Office: Room 1031 SSW
Phone: 212-851-2148
Email: mnutz@columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.math.columbia.edu/~mnutz/

Research Interests: mathematical finance, optimal transport, game theory, probability theory


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Liam Paninski

Professor

Office: Room 1028 SSW
Phone: 212-851-2166
Email: liam@stat.columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.stat.columbia.edu/~liam/

Research Interests: neural data analysis, machine learning


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Philip E. Protter

Professor

Office: Room 1029 SSW
Phone: 212-851-2145
Email: pep2117@columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.stat.columbia.edu/~protter/

Research Interests: Probability Theory, primarily in Mathematical Finance, but also in Markov Processes, Filtering Theory, and Numerical Analysis of Stochastic Differential Equations. Within Finance, recent interests include Ultra High Frequency Trading and Market Microstructure, Financial Bubbles, Mathematical Models of Insider Trading, and Models of Liquidity.


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Daniel Rabinowitz

Professor

Office: Room 1014 SSW
Phone: 212-851-2141
Email: dan@stat.columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department

Research Interests: Statistical methods for clinical and genetic epidemiology.


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Professor, Vice Chair for Research

Bodhisattva Sen

Professor, Vice Chair for Research

Office: Room 1032 SSW
Phone: 212-851-2149
Email: bodhi@stat.columbia.edu
Program(s): Administrative Staff, Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.stat.columbia.edu/~bodhi/Bodhi/Welcome.html

Research Interests: Nonparametric function estimation (especially under shape constraints). Bootstrap based inference in non-standard problems. Change-point and threshold models. Applications in Astronomy and High Energy Physics.


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Michael Sobel

Professor

Office: Room 1008 SSW
Phone: 212-851-2135
Email: mes105@columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://stat.columbia.edu/webpages/msobel/

Research Interests: Causal Inference, fMRI, Social Statistics


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Professor of Statistics and of Biological Sciences; Director, Herbert and Florence Irving Institute for Cancer Dynamics

Simon Tavaré

Professor of Statistics and of Biological Sciences; Director, Herbert and Florence Irving Institute for Cancer Dynamics

Office: Schermerhorn Suite 601
Phone: 2128537068
Email: st3193@columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://tavarelab.cancerdynamics.columbia.edu/

Research Interests: Stochastic computation, approximate Bayesian computation, data science, computational biology, statistical bioinformatics, cancer evolution,  population and evolutionary genetics including coalescent theory. Statistical inference in molecular biology, human genetics, molecular evolution and palaeontology. Probabilistic combinatorics. 


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Zhiliang Ying

Professor

Office: Room 1033 SSW
Phone: 212-851-2151
Email: zying@stat.columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://stat.columbia.edu/~zying/index.html
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Ming Yuan

Professor

Office: Room 1010 SSW
Phone: 212-851-2143
Email: ming.yuan@columbia.edu
Program(s): Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.columbia.edu/~my2550/
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Tian Zheng

Professor, Chair

Office: Room 1004 SSW
Phone: 212-851-2131
Email: tzheng@stat.columbia.edu
Program(s): Administrative Staff, Full-Time Faculty, Senior Faculty, Statistics Department
Website: http://www.stat.columbia.edu/~tzheng/

Research Interests: statistical learning, network analysis, statistical genetics and computational biology


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Visiting Professors

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Junior Faculty, Tenure Track

Marco Avella

Assistant Professor

Office: Room 926
Phone: 2128512159
Email: marco.avella@columbia.edu
Program(s): Junior Faculty, Tenure Track, Statistics Department
Website: https://sites.google.com/site/marcoavellamedina/home
Research interests: robust statistics, differential privacy, high-dimensional statistics, statistical machine learning and extreme value theory.
 

 


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Assistant Professor of Statistics and Herbert Florence Irving Assistant Professor of Cancer Data Research

Bianca Dumitrascu

Assistant Professor of Statistics and Herbert Florence Irving Assistant Professor of Cancer Data Research

Email: bmd2151@columbia.edu
Program(s): Junior Faculty, Tenure Track, Statistics Department
Website: https://computational-morphogenomics-group.github.io/

Research interests: statistical machine learning for genomics: single-cell genomics, spatial transcriptomics, live-imaging

 


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Yuqi Gu

Assistant Professor

Email: yuqi.gu@columbia.edu
Program(s): Junior Faculty, Tenure Track, Statistics Department
Website: https://stat.columbia.edu/~yuqigu/

Research Interests: Latent variable models, latent structure analysis, tensor decompositions, graphical models, mixture models, statistical machine learning, Bayesian statistics, multivariate categorical data, psychometrics and cognitive diagnostic modeling.


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Cynthia Rush

Associate Professor

Office: Room 1009 SSW
Email: cgr2130@columbia.edu
Program(s): Junior Faculty, Tenure Track, Statistics Department
Website: http://www.columbia.edu/~cgr2130/

Research Interests: Information Theory, Machine Learning, High-dimensional Statistics, Message Passing Algorithms, Signal Processing


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Anne van Delft

Assistant Professor

Office: Room 1012 SSW
Email: av2972@columbia.edu
Program(s): Junior Faculty, Tenure Track, Statistics Department
Website: https://sites.google.com/view/anne-van-delft

Research interests: functional data analysis, time series analysis (on function spaces), nonstationary stochastic processes. 


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Junior Faculty, Non-Tenure Track

Graeme Baker

Assistant Professor

Email: g.baker@columbia.edu
Program(s): Junior Faculty, Non-Tenure Track, Statistics Department
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Steven Campbell

Assistant Professor

Email: sc5314@columbia.edu
Program(s): Junior Faculty, Non-Tenure Track, Statistics Department
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Yongchan Kwon

Assistant Professor

Email: yk3012@columbia.edu
Program(s): Junior Faculty, Non-Tenure Track, Statistics Department

Yongchan Kwon is a new term Assistant Professor in the Department of Statistics. His research focuses on developing more interpretable and rigorous machine learning methods, directly motivated by scientific questions. In particular, he has been interested in data valuation and attribution problems. Before joining Columbia, he received a Ph.D. at Seoul National University in South Korea and did a postdoc at Stanford University.


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Alberto Gonzalez Sanz

Assistant Professor

Email: ag4855@columbia.edu
Program(s): Junior Faculty, Non-Tenure Track, Statistics Department
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Yisha Yao

Assistant Professor

Email: yy3381@columbia.edu
Program(s): Junior Faculty, Non-Tenure Track, Statistics Department
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Chenyang Zhong

Assistant Professor

Email: cz2755@columbia.edu
Program(s): Junior Faculty, Non-Tenure Track, Statistics Department
Website: https://sites.google.com/view/cyzhong/home

Chenyang Zhong received his Ph.D. in Statistics from Stanford University in 2022 advised by Prof. Persi Diaconis. His research interests revolve around Markov chain Monte Carlo (including design of efficient sampling algorithms and their convergence rate analysis), probability (including random permutation models, random matrix theory, and interacting particle systems), and statistical machine learning. He is also enthusiastic about the applications to scientific problems. 

 


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Lecturers in Discipline

Banu Baydil

Lecturer in Discipline

Office: Room 613 Watson Hall
Phone: 212-853-1397
Email: bb2717@columbia.edu
Program(s): Lecturer in Discipline, Statistics Department
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Wayne T. Lee

Lecturer in Discipline

Email: wtl2109@columbia.edu
Program(s): Lecturer in Discipline, Statistics Department
Website: https://leewtai.github.io
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Dobrin Marchev

Lecturer in Discipline

Email: dm3174@columbia.edu
Program(s): Lecturer in Discipline, Statistics Department

Since I got my PhD from University of Florida, I have been teaching Statistics for more than 15 years. Before Columbia University I had held positions at CUNY, University of Sydney, SUNY and Teachers College, among others. I also have research interests in MCMC methodology.


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Lecturer in Discipline, Director of Undergraduate Studies

Ronald Neath

Lecturer in Discipline, Director of Undergraduate Studies

Office: Room 612 Watson Hall
Phone: 212-853-1398
Email: rcn2112@columbia.edu
Program(s): Lecturer in Discipline, Program Directors, Statistics Department
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Alex Pijyan

Lecturer in Discipline

Email: ap4347@columbia.edu
Program(s): Lecturer in Discipline, Statistics Department

Alex Pijyan recently graduated from Michigan State University with a doctoral degree in Statistics. His professional interests focus on undergraduate and graduate statistics education. He recently joined the department of Statistics, where he will pursue his teaching career as a lecturer in Discipline. Originally, Alex is from Georgia, a small country in Eastern Europe with rich historical and cultural heritage.


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Joyce Robbins

Lecturer in Discipline

Email: jtr13@columbia.edu
Program(s): Lecturer in Discipline, Statistics Department
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Lecturer in Discipline, Director of Graduate Studies for the M.A. Program in Statistics

Gabriel Young

Lecturer in Discipline, Director of Graduate Studies for the M.A. Program in Statistics

Office: Room 614 Watson Hall
Phone: 212-853-1395
Email: gjy2107@columbia.edu
Program(s): Lecturer in Discipline, Program Directors, Statistics Department

Research interests: Time Series Analysis, Functional Data Analysis, Applications to Finance and Economics.


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Affiliated Faculty

Professor, Earth & Environmental Sciences, School Intl & Public Affairs

Joel E. Cohen

Professor, Earth & Environmental Sciences, School Intl & Public Affairs

Phone: 646-799-1548
Email: cohen@rockefeller.edu
Program(s): Affiliated Faculty, Statistics Department
Website: https://eesc.columbia.edu/content/joel-e-cohen

Professor Joel E. Cohen - All Academic Publications


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Professor of Professional Practice in the Faculty of Professional Studies

Siddhartha R. Dalal

Professor of Professional Practice in the Faculty of Professional Studies

Email: sd2803@columbia.edu
Program(s): Affiliated Faculty, Statistics Department
Siddhartha (Sid) Dalal is a Professor of Professional Practice at Columbia University. Prior to Columbia he was Chief Data Scientist and Sr. VP at AIG in charge of R&D that included creation and application of AI, Statistics and CS to Computer Vision, Natural Language Processing and Sensors/IOT for managing risks. He came to AIG from RAND Corporation where was the CTO. Sid also was VP of Research at Xerox overseeing their worldwide imaging and software services research, and Bell Labs and Bellcore/SAIC as Chief Scientist and Executive Director. Sid has an MBA and a Ph.D. from the University of Rochester with over 100 peer reviewed publications, patents and monographs covering the areas of risk analysis, medical informatics Bayesian statistics and economics, image processing and sensor networks. At Rand he was responsible for the creation of technology and spinning off of Praedicat, Inc., a casualty insurance analytics company. Sid is a member of US Army Science Board, an advisory board of 20 scientists appointed by Secretary of Defense to advise US Army on technology. He has received several awards including from IEEE, ASA and ASQ.

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Director, David and Helen Gurley Brown Institute for Media Innovation & Professor of Journalism

Mark Hansen

Director, David and Helen Gurley Brown Institute for Media Innovation & Professor of Journalism

Phone: 212-854-9988
Email: markh@columbia.edu
Program(s): Affiliated Faculty, Statistics Department
Website: http://www.journalism.columbia.edu/profile/428-mark

Year of Visit: Summer 2012

Topics Course: G8200D - Topics in Statistics


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Edwin W. Rickert Professor of Economics

Serena Ng

Edwin W. Rickert Professor of Economics

Email: serena.ng@columbia.edu
Program(s): Affiliated Faculty, Statistics Department
Website: http://www.columbia.edu/~sn2294/
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Professor of Ecology, Evolution and Environmental Biology

Maria Uriarte

Professor of Ecology, Evolution and Environmental Biology

Email: mu2126@columbia.edu
Program(s): Affiliated Faculty, Statistics Department
Website: http://www.columbia.edu/~mu2126/
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Associate Professor of Applied Mathematics and Systems Biology

Chris Wiggins

Associate Professor of Applied Mathematics and Systems Biology

Office: Room 205 Mudd
Email: chris.wiggins@columbia.edu
Program(s): Affiliated Faculty, Statistics Department
Website: http://www.columbia.edu/~chw2/
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Adjunct Faculty

Adjunct Professor, Director of Admissions for the M.A. Program in Statistics

Demissie Alemayehu

Adjunct Professor, Director of Admissions for the M.A. Program in Statistics

Office: Room 929 SSW
Phone: 212-851-2153
Email: da15@columbia.edu
Program(s): Adjunct Faculty, Program Directors, Statistics Department
Website: http://www.stat.columbia.edu/~alem/
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Paolo Bertolotti

Adjunct Assisant Professor

Email: pmb2133@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Mark Brown

Adjunct Professor

Office: Room 614 Watson Hall
Phone: 212-853-1400
Email: mb2484@columbia.edu
Program(s): Adjunct Faculty, Statistics Department

Research Interests: Probability theory; Applied probability models; Inequalities; Reliability theory; Quantitative analysis in sports; Applied statistics


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Alexander Clark

Adjunct Assisant Professor

Email: ac4725@columbia.edu
Program(s): Adjunct Faculty, Statistics Department

Alexander Clark is a data scientist on LinkedIn's Content Experience team. He has also taught in the Applied Analytics MS program in Columbia's School of Professional Studies, and he was a data scientist at Peloton prior to joining LinkedIn. He has a PhD in economics from the University of Wisconsin-Madison, where his research focused on social pressure and influence.

 


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Regina Dolgoarshinnykh

Adjunct Assistant Professor

Office: Room 929 SSW
Email: regina@stat.columbia.edu
Program(s): Adjunct Faculty, Statistics Department
Website: http://www.stat.columbia.edu/~regina/
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Adjunct Assistant Professor

Anthony Donoghue

Adjunct Assistant Professor

Office: Room 901A SSW
Email: ad2798@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Associate Professor

Praijat Dube

Adjunct Associate Professor

Email: pd2637@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Hammou El Barmi

Adjunct Professor

Office: Room 901A SSW
Email: eh2336@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Musa M Elbulok

Adjunct Assisant Professor

Email: mme2150@columbia.edu
Program(s): Adjunct Faculty, Statistics Department

Musa Elbulok is a graduate of the Measurement and Evaluation program at Teachers College. His research interests are in cognitive diagnostic models and causal inference.

 


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Tat Sang Fung

Adjunct Professor

Email: tsf1@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Assistant Professor

Xiaofu He

Adjunct Assistant Professor

Email: xh2170@cumc.columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Assisant Professor

Lei Kang

Adjunct Assisant Professor

Email: lk2958@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Assisant Professor

Jeonghoe Lee

Adjunct Assisant Professor

Email: jl6431@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Assistant Professor

Ying Liu

Adjunct Assistant Professor

Email: yl2587@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Assistant Professor

Ha Nguyen

Adjunct Assistant Professor

Email: hhn2108@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Assistant Professor

Ka Yi Ny

Adjunct Assistant Professor

Email: kn15@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Associate Professor

Cristian Pasarica

Adjunct Associate Professor

Email: cgp16@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Kamiar Rahnama Rad

Adjunct Associate Professor

Email: kr2248@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Franz Herbert Rembart

Adjunct Assisant Professor

Email: fhr2111@columbia.edu
Program(s): Adjunct Faculty, Statistics Department

PhD, University of Oxford, 2016

Applied Probability Theory & Statistics

Franz Rembart is a Principal at Boston Consulting Group (BCG), where he focuses on digitization and data science topics in Financial Services & Insurance, and the Public/Social Impact Sector. His academic research interests include random tree growth processes, operations on continuum random trees and related fields. An illustrative example of his work would be “Recursive construction of continuum random trees,” with Matthias Winkel, The Annals of Probability 2018/19. Franz received his PhD in Applied Probability Theory & Statistics from the University of Oxford in 2016. During his studies, he was a Stipendiary Lecturer at the renowned Christ Church, Oxford. He holds a Masters’ degree in Mathematical Finance and Actuarial Science and a Bachelor’s degree in Mathematics (both with a minor in Economics) from the Technical University Munich.


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Adjunct Assistant Professor

David Rios

Adjunct Assistant Professor

Office: Room 610 Watson, 6th floor
Phone: 212-851-0708
Email: dar27@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Isabella Sanders

Adjunct Assisant Professor

Email: its2111@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Associate Professor

Ori Shental

Adjunct Associate Professor

Email: os2350@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Assistant Professor

Haiyuan Wang

Adjunct Assistant Professor

Email: hw2592@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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Adjunct Associate Professor

Rongning Wu

Adjunct Associate Professor

Email: rw2556@columbia.edu
Program(s): Adjunct Faculty, Statistics Department
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