Julkaisut - Selaus tekijän mukaan "Särkkä, Aila"
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Development and evaluation of spatial point process models for epidermal nerve fibers
Olsbo, Viktor; Myllymäki, Mari; Waller, Lance A.; Särkkä, Aila
Mathematical Biosciences : 2 (Elsevier Science, 2013) -
Hierarchical log Gaussian Cox process for regeneration in uneven-aged forests
Kuronen, Mikko; Särkkä, Aila; Vihola, Matti; Myllymäki, Mari
Environmental and ecological statistics (Chapman & Hall, 2022)We propose a hierarchical log Gaussian Cox process (LGCP) for point patterns, where a set of points xx affects another set of points yy but not vice versa. We use the model to investigate the effect of large trees on the ... -
Hierarchical second-order analysis of replicated spatial point patterns with non-spatial covariates
Myllymäki, Mari; Särkkä, Aila; Vehtari, Aki
Spatial Statistics (Elsevier Science, 2014) -
Point process models for sweat gland activation observed with noise
Kuronen, Mikko; Myllymäki, Mari; Loavenbruck, Adam; Särkkä, Aila
Statistics in medicine : 8 (Wiley, 2021)The aim of this article is to construct spatial models for the activation of sweat glands for healthy subjects and subjects suffering from peripheral neuropathy by using videos of sweating recorded from the subjects. The ... -
Second-order spatial analysis of epidermal nerve fibers
Waller, Lance A.; Särkkä, Aila; Olsbo, Viktor; Myllymäki, Mari; Panoutsopoulou, Ionna G.; Kennedy, William R.; Wendelschafer-Crabb, Gwen
Statistics in Medicine : 23 (John Wiley & Sons, 2011)