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Department of Pure Mathematics and Mathematical Statistics

Dr Qingyuan Zhao

University Lecturer in Statistics.

 

Research Interest: Causal Inference, Methodology for Large-Scale Problems, Applications in Genetics, Epidemiology, and Social Sciences.

Publications

Causal inference for heritable phenotypic risk factors using heterogeneous genetic instruments.
J Wang, Q Zhao, J Bowden, G Hemani, GD Smith, DS Small, NR Zhang
– PLoS Genet
(2021)
17,
e1009575
(DOI: 10.1371/journal.pgen.1009575)
Causal Relationship and Shared Genetic Loci between Psoriasis and Type 2 Diabetes through Trans-Disease Meta-Analysis
MT Patrick, PE Stuart, H Zhang, Q Zhao, X Yin, K He, X-J Zhou, NN Mehta, JJ Voorhees, M Boehnke, JE Gudjonsson, RP Nair, SK Handelman, JT Elder, DJ Liu, LC Tsoi
– J Invest Dermatol
(2021)
141,
1493
(DOI: 10.1016/j.jid.2020.11.025)
A mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease
Q Zhao, J Wang, Z Miao, NR Zhang, S Hennessy, DS Small, DJ Rader
– eLife
(2021)
10,
e58361
(DOI: 10.7554/eLife.58361)
Mendelian randomisation with coarsened exposures
MJ Tudball, J Bowden, RA Hughes, A Ly, MR Munafò, K Tilling, Q Zhao, G Davey Smith
– Genetic Epidemiology
(2021)
45,
338
(DOI: 10.1002/gepi.22376)
Bets: The dangers of selection bias in early analyses of the coronavirus disease (covid-19) pandemic
Q Zhao, N Ju, S Bacallado, RD Shah
– Annals of Applied Statistics
(2021)
15,
363
(DOI: 10.1214/20-aoas1401)
Quantifying and addressing the prevalence and bias of study designs in the environmental and social sciences
AP Christie, D Abecasis, M Adjeroud, JC Alonso, T Amano, A Anton, BP Baldigo, R Barrientos, JE Bicknell, DA Buhl, J Cebrian, RS Ceia, L Cibils-Martina, S Clarke, J Claudet, MD Craig, D Davoult, A De Backer, MK Donovan, TD Eddy, FM França, JPA Gardner, BP Harris, A Huusko, IL Jones, BP Kelaher, JS Kotiaho, A López-Baucells, HL Major, A Mäki-Petäys, B Martín, CA Martín, PA Martin, D Mateos-Molina, RA McConnaughey, M Meroni, CFJ Meyer, K Mills, M Montefalcone, N Noreika, C Palacín, A Pande, CR Pitcher, C Ponce, M Rinella, R Rocha, MC Ruiz-Delgado, JJ Schmitter-Soto, JA Shaffer, S Sharma, AA Sher, D Stagnol, TR Stanley, KDE Stokesbury, A Torres, O Tully, T Vehanen, C Watts, Q Zhao, WJ Sutherland
– Nat Commun
(2020)
11,
6377
(DOI: 10.1038/s41467-020-20142-y)
Letter to the editor: Generation interval for COVID-19 based on symptom onset data.
S Bacallado, Q Zhao, N Ju
– Euro surveillance : bulletin Europeen sur les maladies transmissibles = European communicable disease bulletin
(2020)
25,
16
(DOI: 10.2807/1560-7917.ES.2020.25.29.2001381)
Statistical inference in two-sample summary-data Mendelian randomization using robust adjusted profile score
Q Zhao, J Wang, G Hemani, J Bowden, DS Small
– Annals of Statistics
(2020)
48,
1742
(DOI: 10.1214/19-aos1866)
Selecting and Ranking Individualized Treatment Rules With Unmeasured Confounding
B Zhang, J Weiss, DS Small, Q Zhao
– Journal of the American Statistical Association
(2020)
116,
1
(DOI: 10.1080/01621459.2020.1736083)
Powerful three-sample genome-wide design and robust statistical inference in summary-data Mendelian randomization.
Q Zhao, Y Chen, J Wang, DS Small
– International journal of epidemiology
(2019)
48,
1478
(DOI: 10.1093/ije/dyz142)
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Email

qyzhao@statslab.cam.ac.uk

Room

D1.01

Telephone

01223 337995

Personal homepage

https://www.statslab.cam.ac.uk/~qz280

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