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Measuring the effect of diagnostic delays of fungal pathogens on healthcare costs in a commercially insured population. Linked Marketscan ICD-10 data on symptom and diagnosis dates. Quantile binning probability weighting was used to account for the causal relationship of time. Categorical regressions were conducted for a zero-inflated exposure.
Tesis "Modelos de regresión gamma generalizada cero-inflacionada para la media" (PUCP, 2018). > Regresión para respuesta semi-continua cero-inflacionada
The count data and model codes for analysis for the paper "Using zero-inflated and hurdle models to analyze schistosomiasis count data of school children in the southern areas of Ghana" are presented here. The codes are a combination of Python and R codes.
Date cleaning and preprocessing | Data wrangling | Data visualization | Summary statistics | Poisson Regression | Negative Binomial Regression| Zero Inflation | Report Writing | Real world data