Ecosyste.ms: Awesome
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Projects in Awesome Lists by helske
A curated list of projects in awesome lists by helske .
https://github.com/helske/seqhmm
Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences
categorical-data em-algorithm hidden-markov-models hmm mixture-markov-models r time-series
Last synced: 18 Dec 2024
https://github.com/helske/kfas
KFAS: R Package for Exponential Family State Space Models
dynamic-linear-model exponential-family fortran gaussian-models r state-space time-series
Last synced: 18 Dec 2024
https://github.com/helske/walker
Bayesian Generalized Linear Models with Time-Varying Coefficients
bayesian generalized-linear-models mcmc r stan time-series
Last synced: 16 Dec 2024
https://github.com/helske/bssm
Bayesian Inference of State Space Models
bayesian-inference cpp markov-chain-monte-carlo particle-filter r state-space time-series
Last synced: 21 Dec 2024
https://github.com/helske/rlibeemd
Ensemble Empirical Mode Decomposition (EEMD) and Its Complete Variant (CEEMDAN)
c decomposition eemd emd r time-series
Last synced: 29 Oct 2024
https://github.com/helske/tsPI
R package for Bayesian prediction intervals for ARIMA and structural time series models with exogenous variables
Last synced: 21 Nov 2024
https://github.com/helske/tspi
R package for Bayesian prediction intervals for ARIMA and structural time series models with exogenous variables
Last synced: 29 Oct 2024
https://github.com/helske/statvis
Can visualization alleviate dichotomous thinking? Effects of visual representations on the cliff effect
bayesian-inference brms confidence-intervals p-values uncertainty-visualisation visualization
Last synced: 16 Dec 2024
https://github.com/helske/ramcmc
Building blocks for Robust Adaptive Metropolis algorithm
Last synced: 29 Oct 2024
https://github.com/helske/seqs2vars
Codes for the paper "From sequences to variables - rethinking the relationship of sequences and outcomes"
Last synced: 16 Dec 2024
https://github.com/helske/stannis
Importance sampling correction approach for faster inference for exponential family state space models
Last synced: 16 Dec 2024
https://github.com/helske/trapdoor
Estimation of causal effects with small data in the presence of trapdoor variables
bayesian-inference causal-effects estimation
Last synced: 16 Dec 2024
https://github.com/helske/particlefield
Supplementary material for the paper 'Graphical model inference: Sequential Monte Carlo meets deterministic approximations', NIPS 2018.
Last synced: 16 Dec 2024
https://github.com/helske/finpop
A Bayesian reconstruction of a historical population in Finland 1647-1850
bayesian-inference census finland historical-data missing-values population time-series
Last synced: 16 Dec 2024
https://github.com/helske/dmpm
Codes for replicating the paper "Estimating Causal Effects from Panel Data with Dynamic Multivariate Panel Models"
Last synced: 16 Dec 2024
https://github.com/helske/diagis
Auxiliary functions for importance sampling
cpp importance-sampling r weighted-samples
Last synced: 16 Dec 2024
https://github.com/helske/ggstudent
Continuous confidence interval plots using t-distribution
Last synced: 16 Dec 2024
https://github.com/helske/peereffects
Codes used in "Heterogeneous workplace peer effects in fathers’ parental leave uptake in Finland" paper
Last synced: 16 Dec 2024
https://github.com/helske/bssm-user
Slides for the UseR!2021 talk of the bssm package
Last synced: 16 Dec 2024
https://github.com/helske/glmmf
Generalized Linear Mixed Models with Latent Factors
Last synced: 16 Dec 2024
https://github.com/helske/statespaceglmm
Inference of Generalized Linear Mixed Models Using State Space Representation
Last synced: 16 Dec 2024