Nonparametric conditional local independence testing
AM Christgau, L Petersen, NR Hansen - The Annals of Statistics, 2023 - projecteuclid.org
Nonparametric conditional local independence testing Page 1 The Annals of Statistics 2023, Vol.
51, No. 5, 2116–2144 https://doi.org/10.1214/23-AOS2323 © Institute of Mathematical Statistics …
51, No. 5, 2116–2144 https://doi.org/10.1214/23-AOS2323 © Institute of Mathematical Statistics …
Real-time mortality prediction using MIMIC-IV ICU data via boosted nonparametric hazards
Z Nowroozilarki, A Pakbin, J Royalty… - 2021 IEEE EMBS …, 2021 - ieeexplore.ieee.org
Electronic Health Record (EHR) systems provide critical, rich and valuable information at
high frequency. One of the most exciting applications of EHR data is in developing a real …
high frequency. One of the most exciting applications of EHR data is in developing a real …
Frontiers in Operations: Valuing Nursing Productivity in Emergency Departments
Problem definition: We quantify the increase in productivity in emergency departments (EDs)
from increasing nurse staff. We then estimate the associated revenue gains for the hospital …
from increasing nurse staff. We then estimate the associated revenue gains for the hospital …
You Have a Point–But a Point Is Not Enough: The Case for Distributional Forecasts of Earnings
Existing forecasts of earnings are typically expressed as point estimates. The future earnings
number is ex-ante uncertain, however, and is statistically represented by a probability …
number is ex-ante uncertain, however, and is statistically represented by a probability …
Realtime, multimodal invasive ventilation risk monitoring using language models and BoXHED
Objective: realtime monitoring of invasive ventilation (iV) in intensive care units (ICUs) plays
a crucial role in ensuring prompt interventions and better patient outcomes. However …
a crucial role in ensuring prompt interventions and better patient outcomes. However …
Predicting Real-time, Recurrent Adverse Invasive Ventilation from Clinical Data Streams
Electronic Health Record (EHR) data provide a tremendous opportunity for enhancing the
quality of care by delivering personalized treatments [1]. EHR data are rich and tracked at …
quality of care by delivering personalized treatments [1]. EHR data are rich and tracked at …
SUPPLEMENT TO 'NONPARAMETRIC CONDITIONAL LOCAL INDEPENDENCE TESTING'BY ALEXANDER MANGULAD CHRISTGAU, LASSE PETERSEN, AND …
R HANSEN - projecteuclid.org
In Section A, we give the proofs of the results of the main text. In Section B, we formulate a
general uniform asymptotic theory for metric spaces, whereafter we specialize the theory to …
general uniform asymptotic theory for metric spaces, whereafter we specialize the theory to …