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Causal Inference Reading Group

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This is a casual and friendly reading group about causal inference and related areas. All are welcome.

You can subscribe to the mailing list here: https://lists.cam.ac.uk/sympa/info/statslab-causal

If you have a question about this list, please contact: HoD Secretary, DPMMS; Qingyuan Zhao; 97804; Martina Scauda. If you have a question about a specific talk, click on that talk to find its organiser.

0 upcoming talks and 56 talks in the archive.

A Graphical Approach to State Variable Selection in Off-policy Learning

UserJoakim Blach Andersen (Statistical Laboratory).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 21 March 2025, 15:30-17:00

Estimating the Global Average Treatment Effect under Structured Interference

UserShuangning Li (University of Chicago, Booth School of Business).

HouseMR19, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockThursday 13 March 2025, 14:30-16:00

Discussion on Causal Representation Learning with Generative Artificial Intelligence: Application to Texts as Treatments

UserMartina Scauda (University of Cambridge).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 07 March 2025, 15:30-17:00

Discussion on Confidence Intervals for Policy Evaluation in Adaptive Experiments

UserQingyuan Zhao (Statistical Laboratory).

HouseMR5, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 14 February 2025, 15:30-17:00

Debiased regression adjustment in completely randomized experiments with moderately high-dimensional covariates

UserYuhao Wang (Tsinghua University).

HouseMR14, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockTuesday 28 January 2025, 13:00-14:00

An Anatomy of Event Studies: Hypothetical Experiments, Exact Decomposition, and Weighting Diagnostics

UserJosé R. Zubizarreta, Harvard University .

HouseMR20, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 13 December 2024, 17:30-18:00

Natural Experiments in NLP and Where to Find Them

UserPietro Lesci, University of Cambridge .

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 15 November 2024, 15:30-17:00

Developing Causal Network Models to Untangle the Mechanisms Behind Past Large-Scale Climate Reorganizations

UserPeisong Zheng (University of Cambridge).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 08 November 2024, 15:30-17:00

On statistical models associated with acyclic directed mixed graphs

UserQingyuan Zhao (Statistical Laboratory).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 01 November 2024, 15:30-17:00

Rethinking Weak Instruments with a focus on the Multiple Risk Factors Setting

UserJames Lane (University of Cambridge).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 25 October 2024, 15:30-17:00

A matrix algebra for graphical statistical models

UserQingyuan Zhao (Statistical Laboratory).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 18 October 2024, 15:30-17:00

Kernel Ridge Regression Inference with Applications to Preference Data

UserRahul Singh (Harvard University).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 20 September 2024, 09:00-10:00

Local causal discovery for downstream effect estimation

UserJacqueline Maasch (Cornell Tech).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 28 June 2024, 15:30-17:00

Leveraging multi-study, multi-outcome data to improve external validity and efficiency of clinical trials for managing schizophrenia

UserCaleb Miles (Columbia University).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 26 April 2024, 15:30-17:00

Genetics-based drug discovery: Some stories from the frontline

UserMatt Tudball (5 Prime Sciences).

HouseMR5, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockTuesday 27 February 2024, 13:00-14:00

Optimization-based Sensitivity Analysis for Unmeasured Confounding using Partial Correlations

UserTobias Freidling (Statistical Laboratory).

HouseCentre for Mathematical Sciences, MR12.

ClockFriday 26 January 2024, 15:30-17:00

Comparative Frameworks for Relative Multivariate Analysis

UserGanesh Karapakula (Economics Faculty - University of Cambridge).

HouseCentre for Mathematical Sciences, MR12.

ClockFriday 17 November 2023, 15:30-17:00

Confounder selection via iterative graph expansion

UserRichard Guo (University of Cambridge).

HouseCentre for Mathematical Sciences, MR12.

ClockFriday 27 October 2023, 15:30-17:00

Assumption-lean Inference for Generalised Linear Model Parameters

UserStijn Vansteelandt (Ghent University).

HouseCentre for Mathematical Sciences, MR12.

ClockFriday 13 October 2023, 15:30-17:00

[Journal Club] Granger Causality: A Review and Recent Advances

UserQingyuan Zhao (Statistical Laboratory).

HouseHarley Mason Room, Corpus Christi College, Cambridge.

ClockFriday 21 July 2023, 15:30-17:00

Journal Club - Interventional Causal Representation Learning

UserMax Zhu (Statistical Laboratory, Department of Computer Science).

HouseMR5, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 16 June 2023, 15:30-17:00

A powerful methodology for analyzing correlated high dimensional data with factor models

Room changed

UserHongyuan Cao (Florida State University).

HouseMR1, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 09 June 2023, 15:30-17:00

Journal Club - Bridging Matching, Regression, and Weighting as Math Programs for Causal Inference

Room changed

UserTobias Freidling (Statistical Laboratory).

HouseMR1, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 02 June 2023, 15:30-17:00

A High-dimensional Convergence Theorem for U-statistics with Applications to Kernel-based Testing

UserKevin Han Huang (Gatsby Unit, UCL).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 26 May 2023, 15:30-17:00

Selective randomization inference for enrichment trials

UserZijun Gao, Tobias Freidling (University of Cambridge - Statistical Laboratory).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 19 May 2023, 15:30-17:00

Journal Club: Separable Effects for Competing Events

UserQingyuan Zhao (Statistical Laboratory).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 12 May 2023, 15:30-17:00

Stable Weighting and Estimation of conditional treatment effects

UserGanesh Karapakula (University of Cambridge - Economics).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 05 May 2023, 15:30-17:00

Model-X and doubly robust conditional independence testing

UserEugene Katsevich (University of Pennsylvania).

Househttps://maths-cam-ac-uk.zoom.us/j/93998865836?pwd=VzVzN1VFQ0xjS3VDdlY0enBVckY5dz09.

ClockFriday 28 April 2023, 15:30-17:00

Causal de Finetti: On the Identification of Invariant Causal Structure in Exchangeable Data

UserSiyuan Guo (University of Cambridge).

HouseMR12, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockMonday 04 July 2022, 13:30-15:00

Counterfactual inference in sequential experimental design

UserRaaz Dwivedi (Harvard and MIT).

HouseMR3, Centre for Mathematical Sciences, Wilberforce Road, Cambridge.

ClockFriday 24 June 2022, 13:30-15:00

Unbiased Set-Estimation of Heterogeneous Causal Effects

UserGanesh Karapakula (University of Cambridge).

HouseMR11 (B1.39), CMS, Wilberforce Road, Cambridge, CB3 0WB.

ClockMonday 06 June 2022, 13:30-15:00

Causal Inference for Nonlinear Outcome Models with Possibly Invalid Instrumental Variables

UserSai Li (University of Pennsylvania).

Househttps://zoom.us/j/97791179955?pwd=eFMrTFNSRmhnTzBHdDBLZlgrTFRQdz09.

ClockThursday 25 March 2021, 13:30-15:00

Sharp Sensitivity Analysis for Inverse Propensity Weighting via Quantile Balancing

UserKevin Guo, Stanford University.

Househttps://zoom.us/j/97791179955?pwd=eFMrTFNSRmhnTzBHdDBLZlgrTFRQdz09.

ClockThursday 11 March 2021, 16:00-17:30

Fair Data Adaptation with Quantile Preservation

UserHarvey Klyne (Stats Lab).

HouseZoom.

ClockThursday 11 February 2021, 13:30-15:00

Structural Nested Models and G-estimation: The Partially Realized Promise

UserKatarzyna Reluga (University of Cambridge).

HouseZoom.

ClockThursday 03 December 2020, 13:30-15:00

A Negative Correlation Strategy for Bracketing in Difference-in-Differences

UserTing Ye (University of Pennsylvania).

HouseZoom.

ClockThursday 22 October 2020, 13:30-15:00

Synthetic Difference in Differences

UserYuhao Wang.

Househttps://zoom.us/j/97791179955.

ClockThursday 13 August 2020, 13:30-15:00

Minimax Crossover Designs

UserYao Zhang (University of Cambridge).

Househttps://zoom.us/j/97791179955.

ClockThursday 30 July 2020, 13:30-15:00

A Formal Causal Interpretation of the Case-Crossover Design

Useryao zhang (University of Cambridge).

Househttps://zoom.us/j/97791179955.

ClockThursday 02 July 2020, 13:30-15:00

Bias and high-dimensional adjustment in observational studies of peer effects

UserFlorian Pein.

Househttps://zoom.us/j/97791179955.

ClockThursday 18 June 2020, 13:30-15:00

Partial identification in instrumental variables

UserYuhao Wang.

Househttps://zoom.us/j/97791179955.

ClockThursday 04 June 2020, 13:30-15:00

Identification In Missing Data Models Represented By Directed Acyclic Graphs

UserQingyuan Zhao (Statistical Laboratory).

Househttps://zoom.us/j/97791179955.

ClockThursday 21 May 2020, 13:30-15:00

Causal Inference in Genetic Trio Studies

Useryao zhang (University of Cambridge).

HouseMR21, Centre for Mathematical Sciences.

ClockTuesday 10 March 2020, 13:30-15:00

Dynamic Treatment Regimes III

UserQingyuan Zhao (Statistical Laboratory).

HouseMR21, Centre for Mathematical Sciences.

ClockTuesday 03 March 2020, 13:30-15:00

Stable prediction

UserHarvey Klyne.

HouseMR21, Centre for Mathematical Sciences.

ClockTuesday 18 February 2020, 13:30-15:00

Dynamic treatment regimes II

UserQingyuan Zhao (Statistical Laboratory).

HouseMR11, Centre for Mathematical Sciences.

ClockTuesday 11 February 2020, 14:00-15:00

Graphical models for extremes

UserHarvey Klyne.

HouseMR11, Centre for Mathematical Sciences.

ClockTuesday 04 February 2020, 14:00-15:00

Dynamic treatment regimes I

UserQingyuan Zhao (Statistical Laboratory).

HouseMR21, Centre for Mathematical Sciences.

ClockTuesday 28 January 2020, 13:30-15:00

Negative controls in causal inference

UserYuhao Wang.

HouseMR2, Centre for Mathematical Sciences.

ClockTuesday 21 January 2020, 13:30-15:00

Regression discontinuity design

UserFlorian Pein.

HouseMR10, Centre for Mathematical Sciences.

ClockTuesday 03 December 2019, 13:30-15:00

Anchor regression

UserDr Qingyuan Zhao (Statistical Laboratory).

HouseMR21, Centre for Mathematical Sciences.

ClockTuesday 26 November 2019, 13:30-15:00

Higher-order influence function

UserDr Yuhao Wang.

HouseMR21, Centre for Mathematical Sciences.

ClockTuesday 19 November 2019, 13:30-15:00

Tackling invalid instrumental variables

UserSven Wang (University of Cambridge).

HouseMR21, Centre for Mathematical Sciences.

ClockTuesday 12 November 2019, 13:30-15:00

The Blessing of Multiple Causes

UserDr Qingyuan Zhao (Statistical Laboratory).

HouseMR21, Centre for Mathematical Sciences.

ClockTuesday 05 November 2019, 13:30-15:00

High dimensional data and latent confounding II

UserRajen Shah (University of Cambridge).

HouseMR21, Centre for Mathematical Sciences.

ClockTuesday 29 October 2019, 13:30-15:00

High dimensional data and latent confounding I

UserDr Qingyuan Zhao (Statistical Laboratory).

HouseMR6, Centre for Mathematical Sciences.

ClockTuesday 22 October 2019, 13:30-15:00

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Room GS4 Ground Floor New Faculty Building, Faculty of Education, 184 Hills Rd FW11, William Gates Building. Zoom link: https://cl-cam-ac-uk.zoom.us/j/4361570789?pwd=Nkl2T3ZLaTZwRm05bzRTOUUxY3Q4QT09&from=addon Centre for Advanced Photonics and Electronics, EE Seminar Room, 9, JJ Thompson Ave.

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