WeightIt: an R package for propensity score weighting
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Nov 13, 2024 - R
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observational-study
Here are 29 public repositories matching this topic...
Variable importance through targeted causal inference, with Alan Hubbard
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Mar 24, 2023 - R
The Ontology for Nutritional Studies (ONS) has been developed as part of the ENPADASI European project (http://www.enpadasi.eu/) with the aim to define a common language and building ontologies for nutritional studies.
databases health ontology biomarker metabolomics diet nutrition observational-study obofoundry intervention-study food-intake nutritional-studies
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Jul 5, 2024
R package for estimating balancing weights using optimization
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Oct 28, 2022 - R
Targeted Maximum Likelihood Estimation for Hierarchical Data
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Mar 8, 2019 - R
Prioritize variables in observational study design through the joint variable importance plot; shiny app: https://ldliao.shinyapps.io/jointVIP/
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Nov 13, 2024 - HTML
IPW- and CBPS-type propensity score reweighting, with various extensions (Stata package)
balance stata-command stata propensity-scores causal-inference observational-study treatment-effects covariates inverse-probability-weights stata-package cbps penalized-cbps pcbps
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Sep 29, 2023 - Stata
Implementation for the paper "Hidden yet quantifiable: A lower bound for confounding strength using randomized trials"
healthcare epidemiology causality sensitivity-analysis causal-inference observational-study hidden-confounding postmarketing randomized-trial
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Apr 26, 2024 - Python
An application for creating, validating, reusing and extending sets of clinical codes.
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Sep 27, 2024 - JavaScript
Evaluating the association between blood group and COVID-19
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Oct 7, 2020 - Jupyter Notebook
Code for an analysis of the association of lipid regulating agents (e.g. statins) with incidence of dementia outcomes
observational-study alzheimers-disease electronic-health-records dementia lipids cohort-study statins
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Oct 13, 2021 - Stata
This is Loan Robinson Github Page, which includes all tutorials for education purpose.
python machine-learning genome rstudio jupyter-notebook clinical-trials adverse-events transcriptomics rna-seq-analysis observational-study shell-scripting clinical-research ngs-analysis rshinydashboard proteomics-data-analysis pythonlibraries
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Nov 25, 2023 - HTML
elif oral. cv. research. earthquakes. engineering. geohazards. seismology
seismology earthquakes numerical-methods hazard-assessment observational-study geotechnical-engineering wave-propagation rupture-model ground-motion natural-hazards eliforal
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Jul 2, 2024 - HTML
Presentation slides for "A Bayesian Causal Inference Approach in Observational Studies with Missingness in Covariates and Outcomes".
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Oct 20, 2022
Casual relationship between health insurance coverage and BMI.
r exploratory-data-analysis ols anova causal-inference observational-study 2sls observational-data instrumental-variable-analysis
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Jun 9, 2023
Propensity scores in complex surveys
balance matching reporting weighting assumptions propensity-scores observational-study survey-data-analysis propensity-score observational-data complex-survey
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Oct 9, 2023 - JavaScript
An analysis of weather patterns in over 500 countries, using python-api and matplotlib
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Apr 26, 2020 - Jupyter Notebook
Android app infrastructure for observing various web applications. For example mimicking a special app to get insights how users are using it. Especially interesting for the usage of design patterns.
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Nov 9, 2021 - Java
Server infrastructure for observing study participants actions from a corresponding app. Ability to adjust to the needed requirements and to do automated basic statistical analysis.
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Nov 9, 2021 - PHP
This repository contains code for curating data and testing hypotheses relating to the College-to-Work Transition study.
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Oct 15, 2024 - R
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