migariane
MSc Biostatistics & PhD Epidemiology. Working on NonCommunicable Disease Epidemiology, Epidemiological methods, causal inference, and perinatal epidemiology.
University of Granada & London School of Hygiene and Tropical Medicine Granada, Spain & London, UK
Pinned Repositories
BayesVarImpComorbiCancer
Bayesian variable importance/selection, modeling and summary of conditional and marginal measures of association
ColliderApp
Visualization Collider Effect: ShinyApp
cvAUROC
Cross-validated Area Under the Curve for ROC Analysis after Predictive Modelling for Binary Outcomes
DeltaMethodInfluenceFunction
Statistical Inference
DeltaMethodTutorial
Empirical example (Delta Method) supporting the use of Reproducible tools for Epidemiologists
eltmle
Ensemble Learning Targeted Maximum Likelihood for Stata users
HETMOR-Causal-Inference
Effect modification and collapsibility when estimating the effectiveness of public health interventions: A Monte Carlo Simulation
SIM-TMLE-tutorial
Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017
TutorialCausalInferenceEstimators
Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial
TutorialComputationalCausalInferenceEstimators
Tutorial_Computational_Causal_Inference_Estimators
migariane's Repositories
migariane/TutorialComputationalCausalInferenceEstimators
Tutorial_Computational_Causal_Inference_Estimators
migariane/BayesVarImpComorbiCancer
Bayesian variable importance/selection, modeling and summary of conditional and marginal measures of association
migariane/cvAUROC
Cross-validated Area Under the Curve for ROC Analysis after Predictive Modelling for Binary Outcomes
migariane/DeltaMethodInfluenceFunction
Statistical Inference
migariane/eltmle
Ensemble Learning Targeted Maximum Likelihood for Stata users
migariane/MALF_WebSite
My Academic Website
migariane/migariane.github.io
Tutorials in Statistics (MALF)
migariane/meltmle
Ensemble Learning Targeted Maximum Likelihood for Stata users
migariane/Prostate_Cancer_UK-48860
UK Biobank Research Project 48860: Prostate Cancer Incidence
migariane/Spanish_LifeTablesByDeprivation
Spanish 2011-2013 Life Tables by sex, age, and deprivation
migariane/CVTMLE
Code to simulate the data generating mechanisms for CVTMLE paper.
migariane/DESOCANES
Estudio Poblacional Multinivel de las Desigualdades Socioeconómicas en la Distribución Geográfica de la Incidencia, la Mortalidad y la Supervivencia Neta del Cáncer en España
migariane/gfoRmula
The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.
migariane/interactionR
An R package for full reporting of effect modification and interaction
migariane/shinyWidgets
shinyWidgets : Extend widgets available in shiny
migariane/2022
BST 260: Introduction to Data Science Fall 2022 Course Repository
migariane/CausalCookbook
migariane/Complete-Python-3-Bootcamp
Course Files for Complete Python 3 Bootcamp Course on Udemy
migariane/covidPain
migariane/EjerciciosBiologia
Ejercicios Biologia Bioestadística
migariane/ELTMLEsim
Code to simulate the data for the ELTMLE paper
migariane/ETSIIT-STAT
Prácticas Stat ESTII 2023
migariane/lmtp
:package: Non-parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies :crystal_ball:
migariane/lmtp-workshop
Workshop for LMTP at SER 2024
migariane/minimal
Personal blog theme powered by Hugo
migariane/misl
Multiple Imputation by Super Learning
migariane/Presentations
Slides from public presentations
migariane/SCASA41
Modern Data Visualization with R
migariane/Training-modules
Materials for short, half-day workshops
migariane/workflowr
Organize your project into a research website