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  2. Rota - Servery - Trinity College Cambridge

    https://www.trin.cam.ac.uk/download/rota-servery/
    Thumbnail for Rota - Servery - Trinity College Cambridge 14 May 2024: Downloads. Rota – Servery. Rota – Servery. 12/04/2024. Ellie. [featured_image]. ... Version. Download 139. File Size 140.67 KB. File Count 1. Create Date 12/04/2024.
  3. Login-Web Interface — CSD3 1.0 documentation

    https://docs.hpc.cam.ac.uk/hpc/user-guide/login-web.html
    14 May 2024: With Login-Web, it is possible to upload and download files, create, edit, submit, run GUI applications, and connect to nodes via SSH, all via a web browser, with no client ... This process is highlighted in the image above. To download files, you must
  4. Teaching | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/teaching/
    14 May 2024: Search. Teaching. Causal Inference (Part III, Michaelmas 2023). 16-lecture course on causal inference, the statistical science of drawing causal conclusions from experimental and non-experimental data. Causal Inference with Observational Data:
  5. Rota - Senior KP - Trinity College Cambridge

    https://www.trin.cam.ac.uk/download/rota-senior-kp/
    Thumbnail for Rota - Senior KP - Trinity College Cambridge 14 May 2024: Downloads. Rota – Senior…. Rota – Senior KP. 04/01/2024. Ellie. [featured_image]. ... Version. Download 193. File Size 104.14 KB. File Count 1. Create Date 04/01/2024.
  6. LAMMPS Molecular Dynamics Simulator — CSD3 1.0 documentation

    https://docs.hpc.cam.ac.uk/hpc/software-packages/lammps.html
    14 May 2024: download LAMMPS git clone --depth=1 https://github.com/lammps/lammps.git cd lammps #load the CSD3 modules for CPU/KNL architectures module purge module load rhel7/default-peta4 #switch to ... download LAMMPS git clone --depth=1
  7. Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/
    14 May 2024: Search. Qingyuan Zhao. University Associate Professor in Statistics. About. I am a University Associate Professor of Statistics in the Statistical Laboratory, Department of Pure Mathematics and Mathematical Statistics (DPMMS) at University of
  8. Rota - Section Chef - Trinity College Cambridge

    https://www.trin.cam.ac.uk/download/rota-section-chef/
    Thumbnail for Rota - Section Chef - Trinity College Cambridge 14 May 2024: Downloads. Rota – Section…. Rota – Section Chef. 04/01/2024. Ellie. [featured_image]. ... Version. Download 335. File Size 73.59 KB. File Count 1. Create Date 04/01/2024.
  9. PyTorch — CSD3 1.0 documentation

    https://docs.hpc.cam.ac.uk/hpc/software-packages/pytorch.html
    14 May 2024: download and run an example program:. $ wget https://pytorch.org/tutorials/_downloads/cifar10_tutorial.py $ python cifar10_tutorial.py.
  10. Rota - Functions Supervisor - Trinity College Cambridge

    https://www.trin.cam.ac.uk/download/rota-functions-supervisor/
    Thumbnail for Rota - Functions Supervisor - Trinity College Cambridge 14 May 2024: Downloads. Rota – Functions…. Rota – Functions Supervisor. 03/01/2024. Ellie. [featured_image]. ... Version. Download 409. File Size 108.04 KB. File Count 1. Create Date 03/01/2024.
  11. www.statslab.cam.ac.uk/~qz280/index.xml

    www.statslab.cam.ac.uk/~qz280/index.xml
    14 May 2024: Qingyuan Zhao https://www.statslab.cam.ac.uk/qz280/ Qingyuan Zhao Source Themes Academic (https://sourcethemes.com/academic/) en-us 2024 Tue, 14 May 2024 20:43:39 0100
  12. | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/featured/
    14 May 2024: Search. Featured Publications. A constructive approach to selective risk control. Many modern applications require the use of data to both select the statistical tasks and make valid inference after selection. In this …. Zijun Gao, Wenjie Hu,
  13. Corpus | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/corpus/
    14 May 2024: Search. Corpus. How infectious was COVID-19 when it first circulated in Wuhan?. This is given to A-level students. 2024. Powered by the Academic theme forCite.
  14. Causal interpretations of black-box models | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/pdp/
    14 May 2024: Search. Causal interpretations of black-box models. Qingyuan Zhao, Trevor Hastie. August 2016Abstract. We link Friedman’s partial dependence plot with Pearl’s backdoor adjustment formula. We discuss situations when possible causal
  15. Useful links | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/links/
    14 May 2024: Search. Useful links. Maths & Stats. Tripos papers sorted by course. Research in the CMS for undergraduate students. You and Your Research by Richard Hamming. Computing. R Packages: Organize, Test, Document, and Share Your Code by Hadley Wickham. A
  16. Fisher | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/fisher/
    14 May 2024: Search. Fisher. Discussion on (quasi-)randomization inference. The following is an email exchange with Hyunseung Kang on the nature of randomization inference. This was sparked by a couple of papers by David Freedman and David Lane: A Nonstochastic
  17. BETS: The dangers of selection bias in early analyses of the…

    https://www.statslab.cam.ac.uk/~qz280/publication/covid-19-bets/
    14 May 2024: Search. BETS: The dangers of selection bias in early analyses of the coronavirus disease (COVID-19) pandemic. Qingyuan Zhao, Phyllis Ju, Sergio Bacallado, Rajen Shah. April 2020Abstract. We developed a generative model for key epidemiological events
  18. PathGPS: Discover shared genetic architecture using biobank data |…

    https://www.statslab.cam.ac.uk/~qz280/publication/pathgps/
    14 May 2024: Search. PathGPS: Discover shared genetic architecture using biobank data. Zijun Gao, Trevor Hastie, Qingyuan Zhao. May 2022Abstract. The increasing availability and scale of Genome Wide Association Studies (GWAS) bring new horizons for understanding
  19. The cycle of statistical research | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/ccimi-2020/
    14 May 2024: Search. The cycle of statistical research. Abstract. More than fifty years ago, John Tukey first envisioned a field we now call “Data Science” (he called it “Data Analysis”) to replace academic statistics. George Box, who famously said
  20. Mechanism | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/mechanism/
    14 May 2024: Search. Mechanism. Using Mendelian randomization to discover biological mechanisms. 2024. Powered by the Academic theme forCite.
  21. Study Design | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/study-design/
    14 May 2024: Search. Study Design. Quantifying and addressing the prevalence and bias of study designs in the environmental and social sciences. We reviewed the prevalence of different study designs in environmental and social sciences and introduced a novel
  22. Nianqiao Ju | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/nianqiao-ju/
    14 May 2024: Search. Nianqiao Ju. Latest. Letter to the editor: Generation interval for COVID-19 based on symptom onset data. 2024. Powered by the Academic theme forCite.
  23. Daniel Iong | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/daniel-iong/
    14 May 2024: Search. Daniel Iong. Latest. A latent mixture model for heterogeneous causal mechanisms in Mendelian randomization. 2024. Powered by the Academic theme forCite.
  24. Simultaneous hypothesis testing using negative controls | Qingyuan…

    https://www.statslab.cam.ac.uk/~qz280/talk/upenn-2023/
    14 May 2024: Search. Simultaneous hypothesis testing using negative controls. Abstract. Negative control is a common technique in scientific investigations and broadly refers to the situation where a null effect (“negative result”) is expected. Motivated by
  25. Causal Graphs | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/causal-graphs/
    14 May 2024: Search. Causal Graphs. We propose a systematic way to select confounders. Almost exact Mendelian randomization. By combining causal graphs and randomization inference, a formal justification for Mendelian randomization is given in the context of with
  26. Kate Tilling | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/kate-tilling/
    14 May 2024: Search. Kate Tilling. Latest. 2024. Powered by the Academic theme forCite.
  27. Jordan Weiss | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/jordan-weiss/
    14 May 2024: Search. Jordan Weiss. Latest. Selecting and ranking individualized treatment rules with unmeasured confounding. 2024. Powered by the Academic theme forCite.
  28. Permutation $p$-value approximation via generalized Stolarsky…

    https://www.statslab.cam.ac.uk/~qz280/publication/stolarsky/
    14 May 2024: Search. Permutation $p$-value approximation via generalized Stolarsky invariance. Hera Y He, Kinjal Basu, Qingyuan Zhao, Art B Owen. March 2016Abstract. This paper uses a generalized Stolarsky’s invariance principle to approximate the permutation
  29. What is a randomization test? | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/single-crt/
    14 May 2024: Search. What is a randomization test? Yao Zhang, Qingyuan Zhao. March 2022Abstract. The meaning of randomization tests has become obscure in statistics education and practice over the last century. This article makes a fresh attempt at rectifying
  30. Chris Wallace | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/chris-wallace/
    14 May 2024: Search. Chris Wallace. Latest. Mendelian randomization. 2024. Powered by the Academic theme forCite.
  31. Marcus Munafo | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/marcus-munafo/
    14 May 2024: Search. Marcus Munafo. Latest. Mendelian randomization with coarsened exposures. 2024. Powered by the Academic theme forCite.
  32. Randomization (project page) | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/project/randomization/
    14 May 2024: Search. Randomization (project page). 2022-04-22. A related page isRelated. Publications. Selective Randomization Inference for Adaptive Experiments. We apply ideas from post-selection inference to randomization tests for adaptive experiments.
  33. Sean Hennessy | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/sean-hennessy/
    14 May 2024: Search. Sean Hennessy. Latest. A Mendelian randomization study of the role of lipoprotein subfractions in coronary artery disease. 2024. Powered by the Academic theme forCite.
  34. Charles Zheng | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/charles-zheng/
    14 May 2024: Search. Charles Zheng. Latest. Comment on 'Causal inference using invariant prediction'. 2024. Powered by the Academic theme forCite.
  35. Jure Leskovec | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/jure-leskovec/
    14 May 2024: Search. Jure Leskovec. Latest. SEISMIC: A self-exciting point process model for predicting tweet popularity. 2024. Powered by the Academic theme forCite.
  36. Gibran Hemani | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/gibran-hemani/
    14 May 2024: Search. Gibran Hemani. Latest. 2024. Powered by the Academic theme forCite.
  37. Genetics | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/tag/genetics/
    14 May 2024: Search. Genetics. Mendelian randomization (MR) is a method for causal inference that utilizes the natural experiment in genetic inheritance. The idea of MR can be traced back to the dawn of modern statistics and genetics a century ago, although the
  38. Trevor Hastie | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/trevor-hastie/
    14 May 2024: Search. Trevor Hastie. Latest. 2024. Powered by the Academic theme forCite.
  39. Causal Inference (Part III, Michaelmas 2023) | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/teaching/causal-2023/
    14 May 2024: Search. Causal Inference (Part III, Michaelmas 2023). 2023-10-05. This is a 16-lecture course on causal inference, the statistical science of drawing causal conclusions from experimental and non-experimental data. [Updated: <2023-11-23 Thu>].
  40. ivmodel: An R package for inference and sensitivity analysis of…

    https://www.statslab.cam.ac.uk/~qz280/publication/iv-model/
    14 May 2024: Search. ivmodel: An R package for inference and sensitivity analysis of instrumental variables models with one endogenous variable. Hyunseung Kang, Yang Jiang, Qingyuan Zhao, Dylan Small. February 2020Abstract. Vignette of an R package for
  41. Rachael Hughes | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/rachael-hughes/
    14 May 2024: Search. Rachael Hughes. Latest. 2024. Powered by the Academic theme forCite.
  42. Paul Rosenbaum | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/paul-rosenbaum/
    14 May 2024: Search. Paul Rosenbaum. Latest. Cross-screening in observational studies that test many hypotheses. 2024. Powered by the Academic theme forCite.
  43. Hyunseung Kang | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/hyunseung-kang/
    14 May 2024: Search. Hyunseung Kang. Latest. 2024. Powered by the Academic theme forCite.
  44. The randomization principle in causal inference: A modern look at…

    https://www.statslab.cam.ac.uk/~qz280/talk/imperial-2022/
    14 May 2024: Search. The randomization principle in causal inference: A modern look at some old ideas. Abstract. Randomization is a fundamental principle in causal inference and was first proposed by R A Fisher about a century ago. Although randomization has now
  45. IV & MR (project page) | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/project/iv-mr/
    14 May 2024: Search. IV & MR (project page). 2019-07-18. Related. Publications. Causal mediation analysis for time-varying heritable risk factors with Mendelian Randomization. A new Bayesian full-information method for life-course Mendelian randomization. Zixuan
  46. Bootstrapping sensitivity analysis | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/jsm-2020/
    14 May 2024: Search. Bootstrapping sensitivity analysis. Date. 2020-08-03. Event. JSM 2020. Location. JSM 2020 (Virtual). 2024. Powered by the Academic theme forCite.
  47. Sensitivity Analysis with the $R^2$-calculus | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/publication/r2-calculus/
    14 May 2024: Search. Sensitivity Analysis with the $R2$-calculus. Tobias Freidling, Qingyuan Zhao. January 2023R$-sensitivity contours for the lower end of the estimated partially identified region. Abstract. Causal inference necessarily relies upon untestable
  48. Using Mendelian randomization to discover biological mechanisms |…

    https://www.statslab.cam.ac.uk/~qz280/talk/jsm-2023/
    14 May 2024: Search. Using Mendelian randomization to discover biological mechanisms. Date. 2023-08-10 —. Joint Statistical Meeting (2023). Location. Toronto, Canada. 2024. Powered by the Academic theme forCite.
  49. Multiple conditional randomization tests | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/mcp-2022/
    14 May 2024: Search. Multiple conditional randomization tests. Date. 2022-08-31 1:45 PM — 2:15 PM. Multiple Conference 2022. Location. Bremen, Germany. 2024. Powered by the Academic theme forCite.
  50. Confounder selection via iterative graph expansion | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/talk/pcic-2023/
    14 May 2024: Search. Confounder selection via iterative graph expansion. Date. 2023-09-17 12:00 AM — 12:00 AM. Pacific Causal Inference Conference. Location. Peking University, China. 2024. Powered by the Academic theme forCite.
  51. Katarzyna Reluga | Qingyuan Zhao

    https://www.statslab.cam.ac.uk/~qz280/author/katarzyna-reluga/
    14 May 2024: Search. Katarzyna Reluga. Latest. A unified analysis of regression adjustment in randomized experiments. 2024. Powered by the Academic theme forCite.

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