migariane/Causal-Inference-in-Epidemiology

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migariane/Causal-Inference-in-Epidemiology

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Causal Inference in Epidemiology

TutorialCausalInferenceEstimators

Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial

Jupyter Notebook

TutorialComputationalCausalInferenceEstimators

Tutorial_Computational_Causal_Inference_Estimators

Jupyter Notebook

SIM-TMLE-tutorial

Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017

ColliderApp

Visualization Collider Effect: ShinyApp

HETMOR-Causal-Inference

Effect modification and collapsibility when estimating the effectiveness of public health interventions: A Monte Carlo Simulation

DeltaMethodInfluenceFunction

Statistical Inference

Jupyter Notebook

cvAUROC

Cross-validated Area Under the Curve for ROC Analysis after Predictive Modelling for Binary Outcomes

BayesVarImpComorbiCancer

Bayesian variable importance/selection, modeling and summary of conditional and marginal measures of association

CrashCourseCausalInference

Introduction to Causal Inference in Epidemilogy a Crash Course in Spanish

eltmle

Ensemble Learning Targeted Maximum Likelihood for Stata users

DeltaMethodTutorial

Empirical example (Delta Method) supporting the use of Reproducible tools for Epidemiologists

CoMCoR

Pattern of Comorbidities and Multimorbidity among Colorectal Cancer Patients in Spain: CoMCoR study.

SVA-ULB

Short Introduction to Survival (time-to-event) Analyses

MALF_WebSite

My Academic Website

migariane.github.io

Tutorials in Statistics (MALF)

meltmle

Ensemble Learning Targeted Maximum Likelihood for Stata users

Spanish_LifeTablesByDeprivation

Spanish 2011-2013 Life Tables by sex, age, and deprivation

Prostate_Cancer_UK-48860

UK Biobank Research Project 48860: Prostate Cancer Incidence

EASP_NET_SURV

Material for the Tutorial Age-Standardised Net Survival in Population-Based Cancer Epidemiology: Cohort and Period Approaches

cmatch

Stata module for tabulation of matched pairs in 1:1 case control study by exposure status

SUGML

2017 London Stata Users Group Meeting

Stillbirth

Secular trends in Stillbirth by maternal socioeconomic status over the period 2007-2015 in Spain

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