Causal inference for quantile treatment effects

Graphical models for extremes

(2020) Sebastian Engelke et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Inferring causation from time series in Earth system sciences

(2019) Jakob Runge et al.   Nature Communications

Propensity score weighting for causal inference with multiple treatments

(2019) Fan Li et al.   Annals of Applied Statistics

Revising Return Periods for Record Events in a Climate Event Attribution Context

(2018) Philippe Naveau et al.   JOURNAL OF CLIMATE

Consistency and discrepancy in the atmospheric response to Arctic sea-ice loss across climate models

(2018) James A. Screen et al.   Nature Geoscience

A study of links between the Arctic and the midlatitude jet stream using Granger and Pearl causality

(2018) S. M. Samarasinghe et al.   ENVIRONMETRICS

Assessing the short term impact of air pollution on mortality: a matching approach

(2017) Michela Baccini et al.   Environmental Health

Balancing Covariates via Propensity Score Weighting

(2017) Fan Li et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Using Causal Effect Networks to Analyze Different Arctic Drivers of Midlatitude Winter Circulation

(2016) Marlene Kretschmer et al.   JOURNAL OF CLIMATE

Effects of a warming Arctic

(2016) Theodore G. Shepherd   SCIENCE

Extremes on river networks

(2015) Peiman Asadi et al.   Annals of Applied Statistics

Doubly-robust dynamic treatment regimen estimation via weighted least squares

(2015) Michael P. Wallace et al.   BIOMETRICS

Constructing Inverse Probability Weights for Continuous Exposures

(2014) Ashley I. Naimi et al.   EPIDEMIOLOGY

Heavy Metal Accumulation by Periphyton Is Related to Eutrophication in the Hai River Basin, Northern China

(2014) Wenzhong Tang et al.   PLoS One

Weight Trimming and Propensity Score Weighting

(2011) Brian K. Lee et al.   PLoS One

Matching Methods for Causal Inference: A Review and a Look Forward

(2010) Elizabeth A. Stuart   STATISTICAL SCIENCE

Influence of phosphorus on copper sensitivity of fluvial periphyton: the role of chemical, physiological and community-related factors

(2009) Alexandra Serra et al.   ECOTOXICOLOGY

Efficient semiparametric estimation of multi-valued treatment effects under ignorability

(2009) Matias D. Cattaneo   JOURNAL OF ECONOMETRICS

Long-term survey of heavy-metal pollution, biofilm contamination and diatom community structure in the Riou Mort watershed, South-West France

(2007) S. Morin et al.   ENVIRONMENTAL POLLUTION