Results 221 to 230 of about 6,786 (289)

Improving the Finite Sample Estimation of Average Treatment Effects Using Double/Debiased Machine Learning With Propensity Score Calibration

Journal of Applied Econometrics, EarlyView.
ABSTRACT Double/debiased machine learning (DML) uses for estimating an average treatment effect (ATE) a double‐robust score function that relies on the prediction of nuisance functions, such as the propensity score, which is the probability of treatment assignment given covariates.
Daniele Ballinari, Nora Bearth
wiley   +1 more source

Unusual Sequence of the Critical Magnetic Fields Hc1, Hc2, and Hc in Multicomponent Superconductors. [PDF]

J Supercond Nov Magn
Ovchinnikov YN, Efremov DV.
europepmc   +1 more source

A Joint Test of Unconfoundedness and Common Trends

Journal of Applied Econometrics, EarlyView.
ABSTRACT We introduce an overidentification test of two alternative assumptions to identify the average treatment effect on the treated in a two‐period panel data setting: unconfoundedness and common trends. Under unconfoundedness, treatment assignment and post‐treatment outcomes are independent, conditional on control variables and pre‐treatment ...
Martin Huber, Eva‐Maria Oeß
wiley   +1 more source

Causal survival embeddings: Non-parametric counterfactual inference under right-censoring. [PDF]

Stat Methods Med Res
García Meixide C, Matabuena M.
europepmc   +1 more source

Bayesian Model Averaging in Causal Instrumental Variable Models

Journal of Applied Econometrics, EarlyView.
ABSTRACT Instrumental variables are a popular tool to infer causal effects under unobserved confounding, but choosing suitable instruments is challenging in practice. We propose gIVBMA, a Bayesian model averaging procedure that addresses this challenge by averaging across different sets of instrumental variables and covariates in a structural equation ...
Gregor Steiner, Mark Steel
wiley   +1 more source

Unifying Kibble-Zurek Mechanism in Weakly Driven Processes. [PDF]

Entropy (Basel)
Nazé P.
europepmc   +1 more source

Maternal depression across childhood and offspring young adult depression and anxiety: Testing adolescent emotion dynamics as transdiagnostic mechanisms

JCPP Advances, EarlyView.
Abstract Background Early exposure to maternal depression can increase risk for offspring mental health problems across the lifespan. Less is known about the transdiagnostic pathways through which maternal depression influences offspring mental health risk in young adulthood.
Gabrielle R. Rinne, Blakely L. Berryhill, Caroline M. Chandler, Jennifer A. Somers   +3 more
wiley   +1 more source

Analytically tractable model of synaptic crowding explains emergent small-world structure and network dynamics. [PDF]

Sci Rep
Fukushima M.
europepmc   +1 more source

Fractional List Packing for Layered Graphs

Journal of Graph Theory, EarlyView.
ABSTRACT The fractional list packing number χ ℓ • ( G ) ${\chi }_{\ell }^{\bullet }(G)$ of a graph G $G$ is a graph invariant that has recently arisen from the study of disjoint list‐colourings. It measures how large the lists of a list‐assignment L : V ( G ) → 2 N $L:V(G)\to {2}^{{\mathbb{N}}}$ need to be to ensure the existence of a “perfectly ...
Stijn Cambie, Wouter Cames van Batenburg
wiley   +1 more source

Flips reveal the universal impact of memory on random explorations. [PDF]

Nat Commun
Brémont J, Régnier L, Barbier-Chebbah A, Voituriez R, Bénichou O.   +4 more
europepmc   +1 more source