Pinned Repositories
UKBB
UK Biobank is an important cohort study. Here, I share some tools to extract and analyze the data using R and GGIR (R package).
FDA
Functional data analysis
frag_metrics
Fragmentation metrics (to measure fragmentation of rest and activity). Provide the codes for detrended fluctuation analysis (DFA), inter-daily stability (IS), intradaily variability (IV) and transition probability (TP).
Functional-data-analysis-act-dist
Code for functional and multivariate linear regression to analyse the association between socio-demographic, behavioural, and health-related factors with a functional (activity intensity distribution function) or a scalar (time spent in a specific activity intensity range) outcome, respectively
iandanilevicz
Config files for my GitHub profile.
PQRFE
R package which solves penalized quantile regression with fixed effects
RLMM
Robust Linear Mixed Models
GGIR
Code corresponding to R package GGIR
refund
Regression with functional data
iandanilevicz's Repositories
iandanilevicz/UKBB
UK Biobank is an important cohort study. Here, I share some tools to extract and analyze the data using R and GGIR (R package).
iandanilevicz/FDA
Functional data analysis
iandanilevicz/frag_metrics
Fragmentation metrics (to measure fragmentation of rest and activity). Provide the codes for detrended fluctuation analysis (DFA), inter-daily stability (IS), intradaily variability (IV) and transition probability (TP).
iandanilevicz/Functional-data-analysis-act-dist
Code for functional and multivariate linear regression to analyse the association between socio-demographic, behavioural, and health-related factors with a functional (activity intensity distribution function) or a scalar (time spent in a specific activity intensity range) outcome, respectively
iandanilevicz/RLMM
Robust Linear Mixed Models
iandanilevicz/PQRFE
R package which solves penalized quantile regression with fixed effects
iandanilevicz/iandanilevicz
Config files for my GitHub profile.