StatsPAI is a validation-tiered Python library for causal inference and applied econometrics. One import, 1,000+ registered functions across 80+ submodules (live count: python ...
Retinopathy of prematurity (ROP) is a leading cause of blindness in preterm infants. However, frequent fundus examinations place burdens on neonates, families, and healthcare staff. We aimed to ...
Lung transplantation is a life-saving therapy for end-stage lung disease but has the poorest survival among solid organ transplants. We analyzed standardized electronic health record (EHR) data from ...
Firth penalization reduces small-sample bias and produces finite estimates even when standard MLE fails due to (quasi-)complete separation or monotone likelihood. Standard maximum-likelihood logistic ...
In previous article, we learned the magic of Propensity Score Matching (PSM) —how it finds "statistical twins" to mimic a randomized experiment. Now, it's time to open the toolbox and perform the ...
In just a few days, the Kansas City Chiefs will host the Buffalo Bills in a battle of familiar foes with the chance at a Super Bowl title on the line. Ahead of the game, ESPN’s Alaina Getzenberg ...
Venous thromboembolism (VTE) is a major cause of morbidity and mortality worldwide. Current risk assessment tools, such as the Caprini and Padua scores and Wells criteria, have limitations in their ...
VAR models are different from univariate autoregressive models because they allow analysis and make predictions on multivariate time series data. Vector autoregression (VAR) is a statistical model for ...
Conjoint Analysis, short for "consider jointly" is a marketing insight technique that provides consumers with combinations, pairs or groups of products that are a combination of various features and ...
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