Jouni Helske

发表

Bayesian Inference of Non-Gaussian State Space Models [R package bssm version 1.0.1-1]

Jouni Helske, Matti Vihola, 2020 .

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

Jouni Helske, Satu Helske, Mervi Eerola, 2018 .

Mixture Hidden Markov Models for Social Sequence Data and Other Multivariate, Multichannel Categorical Time Series [R package seqHMM version 1.0.14]

Jouni Helske, Satu Helske, 2019 .

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

Jouni Helske, Jouni Helske, 2020, SoftwareX.

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

Jouni Helske, Satu Helske, J. Helske, 2017, Journal of Statistical Software.

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

Jouni Helske, Santtu Tikka, Juha Karvanen, 2020, Journal of the Royal Statistical Society: Series A (Statistics in Society).

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

Anders Ynnerman, Lonni Besançon, Jouni Helske, 2020, IEEE Transactions on Visualization and Computer Graphics.

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

Jouni Helske, Matti Vihola, Jordan Franks, 2016, Scandinavian Journal of Statistics.

Graphical model inference: Sequential Monte Carlo meets deterministic approximations

Fredrik Lindsten, Jouni Helske, Matti Vihola, 2019, NeurIPS.

Minimum Description Length Based Hidden Markov Model Clustering for Life Sequence Analysis

Ioan Tabus, Jouni Helske, Mervi Eerola, 2010 .

Ensemble Empirical Mode Decomposition (EEMD) and Its CompleteVariant (CEEMDAN)

Jouni Helske, Perttu Luukko, Perttu Luukko, 2015 .

Analysing Complex Life Sequence Data with Hidden Markov Modelling

Jouni Helske, Satu Helske, Mervi Eerola, 2016 .

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

Jouni Helske, Aida Nordman, Jimmy Johansson, 2020, HICSS.

Estimation of causal effects with small data under implicit functional constraints

Jouni Helske, Santtu Tikka, Juha Karvanen, 2020 .

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

Salme Kärkkäinen, Jouni Helske, Lauri Mehtätalo, 2021, Physiological measurement.

Clustering and Structural Robustness in Causal Diagrams pdf

Jouni Helske, Santtu Tikka, Juha Karvanen, 2021, ArXiv.

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

Jouni Helske, Harri Hogmander, Miikka Voutilainen, 2021 .