Local explanations of global rankings: insights for competitive rankings
H Anahideh, N Mohabbati-Kalejahi - IEEE Access, 2022 - ieeexplore.ieee.org
Explaining complex algorithms and models has recently received growing attention in
various domains to support informed decisions. Ranking functions are widely used for …
various domains to support informed decisions. Ranking functions are widely used for …
Estimation of disease progression for ischemic heart disease using latent Markov with covariates
Z Oflaz, C Yozgatligil… - Statistical Analysis and …, 2023 - Wiley Online Library
Contemporaneous monitoring of disease progression, in addition to early diagnosis, is
important for the treatment of patients with chronic conditions. Chronic disease‐related …
important for the treatment of patients with chronic conditions. Chronic disease‐related …
Classification and estimation of case-mix adjusted performance indices for binary outcomes
M Doretti, GE Montanari - Annals of Operations Research, 2024 - Springer
In this paper, we propose a general class of indices that can be used for comparing the
performances of organizations providing a given public service to citizens, such as …
performances of organizations providing a given public service to citizens, such as …
Performance evaluation of nursing homes using finite mixtures of logistic models and M-quantile regression for binary data
Evaluating the performance of health care institutions is of paramount interest and it is often
conducted using generalized linear mixed models. In this paper, we focus on the evaluation …
conducted using generalized linear mixed models. In this paper, we focus on the evaluation …
Model-based two-way clustering of second-level units in ordinal multilevel latent Markov models
In this paper, an ordinal multilevel latent Markov model based on separate random effects is
proposed. In detail, two distinct second-level discrete effects are considered in the model …
proposed. In detail, two distinct second-level discrete effects are considered in the model …
Publication Preview Source Estimation of disease progression for ischemic heart disease using latent Markov with covariates
Z Oflaz, C Yozgatligil, S KESTEL - 2023 - acikerisim.karatay.edu.tr
Contemporaneous monitoring of disease progression, in addition to early diagnosis, is
important for the treatment of patients with chronic conditions. Chronic disease‐related …
important for the treatment of patients with chronic conditions. Chronic disease‐related …