helske
Bayesian statistics, time series, causal inference, state space models, hidden Markov models, visualization.
University of JyväskyläFinland
Pinned Repositories
bssm
Bayesian Inference of State Space Models
changer
Change R Package Name
KFAS
KFAS: R Package for Exponential Family State Space Models
ramcmc
Building blocks for Robust Adaptive Metropolis algorithm
Rlibeemd
Ensemble Empirical Mode Decomposition (EEMD) and Its Complete Variant (CEEMDAN)
seqHMM
Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences
statvis
Can visualization alleviate dichotomous thinking? Effects of visual representations on the cliff effect
tsPI
R package for Bayesian prediction intervals for ARIMA and structural time series models with exogenous variables
walker
Bayesian Generalized Linear Models with Time-Varying Coefficients
dynamite
Bayesian Inference of Complex Panel Data
helske's Repositories
helske/seqHMM
Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences
helske/KFAS
KFAS: R Package for Exponential Family State Space Models
helske/changer
Change R Package Name
helske/walker
Bayesian Generalized Linear Models with Time-Varying Coefficients
helske/bssm
Bayesian Inference of State Space Models
helske/Rlibeemd
Ensemble Empirical Mode Decomposition (EEMD) and Its Complete Variant (CEEMDAN)
helske/tsPI
R package for Bayesian prediction intervals for ARIMA and structural time series models with exogenous variables
helske/statvis
Can visualization alleviate dichotomous thinking? Effects of visual representations on the cliff effect
helske/ramcmc
Building blocks for Robust Adaptive Metropolis algorithm
helske/trapdoor
Estimation of causal effects with small data in the presence of trapdoor variables
helske/particlefield
Supplementary material for the paper 'Graphical model inference: Sequential Monte Carlo meets deterministic approximations', NIPS 2018.
helske/seqs2vars
Codes for the paper "From sequences to variables - rethinking the relationship of sequences and outcomes"
helske/dmpm
Codes for replicating the paper "Estimating Causal Effects from Panel Data with Dynamic Multivariate Panel Models"
helske/finpop
A Bayesian reconstruction of a historical population in Finland 1647-1850
helske/diagis
Auxiliary functions for importance sampling
helske/autotest
Automatic testing of R packages
helske/bssm-useR
Slides for the UseR!2021 talk of the bssm package
helske/collapsibleTree
Create Interactive Collapsible Tree Diagrams in R using D3.js
helske/dev_guide
rOpenSci Packages: Development, Maintenance, and Peer Review
helske/ggnormalviolin
Makes normal violin plots with specified means and standard deviations
helske/ggstudent
Continuous confidence interval plots using t-distribution
helske/hdbscan
A high performance implementation of HDBSCAN clustering.
helske/helske.github.io
helske/helske.r-universe.dev
For creation of R-universe
helske/homeofme
Bookdown homepage
helske/peereffects
Codes used in "Heterogeneous workplace peer effects in fathers’ parental leave uptake in Finland" paper
helske/posterior
The posterior R package
helske/roweb3
rOpenSci website source
helske/shiny-examples
helske/statistical-software-review-book
Guide for development and peer-review of statistical software