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ORCIDJuha Karvanen
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2020 – today
- 2024
[j15]Juha Karvanen
, Santtu Tikka, Matti Vihola:
Simulating Counterfactuals. J. Artif. Intell. Res. 80: 835-857 (2024)- [c4]Riku Yli-Ikkelä, Aki Rintala, Anna Köyhäjoki, Harto Hakonen, Hilkka Korpi, Mirjami Kantola, Sari Honkanen, Outi Ilves, Tuulikki Sjögren, Juha Karvanen, Eeva Aartolahti:
Effectiveness of Robot-Assisted Lower Limb Rehabilitation on Balance in People with Stroke: A Systematic Review, Meta-analysis, and Meta-regression. NCDHWS (2) 2024: 101-116 - [c3]Anna Köyhäjoki, Hilkka Korpi, Riku Yli-Ikkelä, Harto Hakonen, Mirjami Kantola, Aki Rintala, Sari Honkanen, Outi Ilves, Tuulikki Sjögren, Juha Karvanen, Eeva Aartolahti:
The Effects of Robotic Training on Walking and Functional Independence of People with Spinal Cord Injury: A Systematic Review, Meta-analysis and Meta-regression. NCDHWS (2) 2024: 349-365 - 2023
- [j14]Santtu Tikka, Jouni Helske, Juha Karvanen:
Clustering and Structural Robustness in Causal Diagrams. J. Mach. Learn. Res. 24: 195:1-195:32 (2023) - [j13]Tetiana Gorbach, Xavier de Luna, Juha Karvanen, Ingeborg Waernbaum:
Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency. J. Mach. Learn. Res. 24: 197:1-197:65 (2023) - [i9]Juha Karvanen, Santtu Tikka, Matti Vihola:
Simulating counterfactuals. CoRR abs/2306.15328 (2023) - 2022
- [i8]Juha Karvanen:
Generalizing experimental findings: identification beyond adjustments. CoRR abs/2206.06699 (2022) - 2021
- [j12]Santtu Tikka, Antti Hyttinen, Juha Karvanen:
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-Based Approach. J. Stat. Softw. 99(5) (2021) - [i7]Santtu Tikka, Jouni Helske, Juha Karvanen:
Clustering and Structural Robustness in Causal Diagrams. CoRR abs/2111.04513 (2021) - 2020
- [i6]Santtu Tikka, Antti Hyttinen, Juha Karvanen:
Identifying Causal Effects via Context-specific Independence Relations. CoRR abs/2009.09768 (2020)
2010 – 2019
- 2019
- [j11]Santtu Tikka, Juha Karvanen:
Surrogate outcomes and transportability. Int. J. Approx. Reason. 108: 21-37 (2019) - [c2]Santtu Tikka, Antti Hyttinen, Juha Karvanen:
Identifying Causal Effects via Context-specific Independence Relations. NeurIPS 2019: 2800-2810 - [i5]Santtu Tikka, Antti Hyttinen, Juha Karvanen:
Causal Effect Identification from Multiple Incomplete Data Sources: A General Search-based Approach. CoRR abs/1902.01073 (2019) - 2018
- [i4]Santtu Tikka, Juha Karvanen:
Simplifying Probabilistic Expressions in Causal Inference. CoRR abs/1806.07082 (2018) - [i3]Santtu Tikka, Juha Karvanen:
Enhancing Identification of Causal Effects by Pruning. CoRR abs/1806.07085 (2018) - [i2]Santtu Tikka, Juha Karvanen:
Surrogate Outcomes and Transportability. CoRR abs/1806.07172 (2018) - 2017
- [j10]Santtu Tikka, Juha Karvanen:
Simplifying Probabilistic Expressions in Causal Inference. J. Mach. Learn. Res. 18: 36:1-36:30 (2017) - [j9]Santtu Tikka, Juha Karvanen:
Enhancing Identification of Causal Effects by Pruning. J. Mach. Learn. Res. 18: 194:1-194:23 (2017) - 2014
- [i1]Juha Karvanen:
Estimating complex causal effects from observational data. CoRR abs/1403.1124 (2014)
2000 – 2009
- 2009
- [j8]Juha Karvanen:
Approximate cost-efficient sequential designs for binary response models with application to switching measurements. Comput. Stat. Data Anal. 53(4): 1167-1176 (2009) - [j7]Juha Karvanen, Sangita Kulathinal, Dario Gasbarra:
Optimal designs to select individuals for genotyping conditional on observed binary or survival outcomes and non-genetic covariates. Comput. Stat. Data Anal. 53(5): 1782-1793 (2009) - 2008
- [j6]Juha Karvanen, Arto Nuutinen:
Characterizing the generalized lambda distribution by L-moments. Comput. Stat. Data Anal. 52(4): 1971-1983 (2008) - 2006
- [j5]Juha Karvanen:
Estimation of quantile mixtures via L-moments and trimmed L-moments. Comput. Stat. Data Anal. 51(2): 947-959 (2006) - 2005
- [j4]Juha Karvanen:
A Resampling Test for the Total Independence of Stationary Time Series: Application to the Performance Evaluation of ICA Algorithms. Neural Process. Lett. 22(3): 311-324 (2005) - 2004
- [j3]Juha Karvanen, Visa Koivunen:
Independent component analysis via optimum combining of kurtosis and skewness-based criteria. J. Frankl. Inst. 341(5): 401-418 (2004) - [c1]Juha Karvanen, Toshihisa Tanaka:
Temporal Decorrelation as Preprocessing for Linear and Post-nonlinear ICA. ICA 2004: 774-781 - 2002
- [j2]Juha Karvanen, Visa Koivunen:
Blind separation methods based on Pearson system and its extensions. Signal Process. 82(4): 663-673 (2002) - [j1]Juha Karvanen, Jan Eriksson, Visa Koivunen:
Adaptive Score Functions for Maximum Likelihood ICA. J. VLSI Signal Process. 32(1-2): 83-92 (2002)
Coauthor Index
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