Specialized on statistical analysis of measurement data. Has long experience in statistical modelling and data analysis of atmospheric measurement data, wide knowledge on different statistical methodology and atmospheric measurement data and good track record on applying the methods in different areas of research.
Currently, main interests lie in vehicular emissions and health effects of atmospheric pollution and changing climate.
Research groups
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Statistical data analysis for Technical Physics
Publications
131/131 items-
Effects of fuel composition and vehicle operating temperature on in vitro toxicity of exhaust emissions
Hakkarainen, Henri; Järvinen, Anssi; Lepistö, Teemu; Kuittinen, Niina; Markkula, Lassi; Ihantola, Tuukka; Yang, Mo; Martikainen, Maria Viola; Mikkonen, Santtu; Timonen, Hilkka; Aurela, Minna; Barreira, Luis; Ihalainen, Mika; Saarikoski, Sanna; Rönkkö, Topi; Aakko-Saksa, Päivi; Jalava, Pasi. 2024. Environmental science : atmospheres. [Epub ahead of print 12 Mar 2024]: 1-13 -
Organizational characteristics of nursing practice environments related to registered nurses’ professional autonomy and job satisfaction in two Finnish Magnet-aspiring hospitals: structural equation modeling study
Pursio, Katja; Kankkunen, Päivi; Mikkonen, Santtu; Kvist, Tarja. 2024. Bmc nursing. 23: . 100 -
Prenatal Urban Environment and Blood Pressure Trajectories From Childhood to Early Adulthood
Gonçalves Soares, Ana; Santos, Susana; Seyve, Emie; Nedelec, Rozenn; Puhakka, Soile; Eloranta, Aino-Maija; Mikkonen, Santtu; Yuan, Wen Lun; Lawlor, Deborah A.; Heron, Jon; Vrijheid, Martine; Lepeule, Johanna; Nieuwenhuijsen, Mark; Fossati, Serena; Jaddoe, Vincent W.V.; Lakka, Timo; Sebert, Sylvain; Heude, Barbara; Felix, Janine F.; Elhakeem, Ahmed; Timpson, Nicholas J.. 2024. JACC : advances. 3: -
The role of social media in the professional sphere of Finnish registered dietitians
Liikkanen, Jade; Virtanen, Heli; Mikkonen, Santtu; Laitinen, Aija. 2024. Journal of human nutrition and dietetics. [Epub ahead of print 27 Mar 2024]: 1-11 -
3-D T1 relaxation time measurements in an equine model of subtle post-traumatic osteoarthritis using MB-SWIFT
Pala, Swetha; Hänninen, Nina E; Mohammadi, Ali; Ebrahimi, Mohammadhossein; te Moller, Nikae CR; Brommer, Harold; René van Weeren, P; Mäkelä, Janne TA; Korhonen, Rami K; Afara, Isaac O; Töyräs, Juha; Mikkonen, Santtu; Nissi, Mikko J; Nykänen, Olli. 2023. Journal of orthopaedic research. 41: 2657-2666 -
Are active school transport and leisure-time physical activity associated with performance and wellbeing at secondary school? A population-based study
Jussila, Juuso J; Pulakka, Anna; Halonen, Jaana I; Salo, Paula; Allaouat, Sara; Mikkonen, Santtu; Lanki, Timo. 2023. European journal of public health. 33: 884-890 -
Association between active commuting and low-grade inflammation: a population-based cross-sectional study
Allaouat, Sara; Halonen, Jaana I; Jussila, Juuso J; Tiittanen, Pekka; Ervasti, Jenni; Ngandu, Tiia; Mikkonen, Santtu; Yli-Tuomi, Tarja; Jousilahti, Pekka; Lanki, Timo. 2023. European journal of public health. [epub ahead of print 8 Dec 2023]: 1-7 -
Associations of low levels of air pollution with cardiometabolic outcomes and the role of diet quality in individuals with obesity
Healy, Darren R; Kårlund, Anna; Mikkonen, Santtu; Puhakka, Soile; Karhunen, Leila; Kolehmainen, Marjukka. 2023. Environmental research. 2024; 242: -
Challenges and solutions in determining dilution ratios and emission factors from chase measurements of passenger vehicles
Leinonen, Ville; Olin, Miska; Martikainen, Sampsa; Karjalainen, Panu; Mikkonen, Santtu. 2023. Atmospheric measurement techniques. 16: 5075-5089 -
Changes in liver metabolic pathways demonstrate efficacy of the combined dietary and microbial therapeutic intervention in MASLD mouse model
Iannone, Valeria; Babu, Ambrin Farizah; Lok, Johnson; Gómez-Gallego, Carlos; D’Auria, Giuseppe; Vazquez-Uribe, Ruben; Vaaben, Troels Holger; Bongers, Mareike; Mikkonen, Santtu; Vaittinen, Maija; Tikkanen, Ida; Kettunen, Mikko; Klåvus, Anton; Sehgal, Ratika; Kaminska, Dorota; Pihlajamaki, Jussi; Hanhineva, Kati; El-Nezami, Hani; Alexander Sommer, Morten Otto; Kolehmainen, Marjukka. 2023. Molecular metabolism. 78: