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List of works by Jouni Helske

A Bayesian Reconstruction of a Historical Population in Finland, 1647-1850

scientific article published on 09 June 2020

A Bayesian spatio‐temporal analysis of markets during the Finnish 1860s famine

scientific article published on 20 June 2022

A nonlinear mixed model approach to predict energy expenditure from heart rate

scientific article

Can Visualization Alleviate Dichotomous Thinking? Effects of Visual Representations on the Cliff Effect

scientific article

Combining Sequence Analysis and Hidden Markov Models in the Analysis of Complex Life Sequence Data

scientific article

Comparison of Attention Behaviour Across User Sets through Automatic Identification of Common Areas of Interest

scientific article

Efficient Bayesian generalized linear models with time-varying coefficients: The walker package in R

scientific article published in June 2022

Estimating aggregated nutrient fluxes in four Finnish rivers via Gaussian state space models

scientific article

Estimation of causal effects with small data in the presence of trapdoor variables

scientific article

Graphical model inference: Sequential Monte Carlo meets deterministic approximations ⬇️

Importance sampling type estimators based on approximate marginal Markov chain Monte Carlo

scientific article

Improved frequentist prediction intervals for autoregressive models by simulation

scientific article

Introducing libeemd: a program package for performing the ensemble empirical mode decomposition

KFAS: Exponential Family State Space Models in R

scientific article

Mixture Hidden Markov Models for Sequence Data: The seqHMM Package in R

scientific article

bssm: Bayesian Inference of Non-Linear and Non-Gaussian State Space

functions for statistical analysis of data using MCMC with state space models in R

bssm: Bayesian Inference of Non-linear and Non-Gaussian State Space Models in R

scientific article published in 2021

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