Aila Särkkä
Showing 63 publications
Plant size inequality: How to analyse competing spatial dissimilarity Indices?
Statistical modeling of diabetic neuropathy: Exploring the dynamics of nerve mortality
Tests for isotropy in spatial point patterns – A comparison of statistical indices
Hierarchical log Gaussian Cox process for regeneration in uneven-aged forests
Pairwise interaction Markov model for 3D epidermal nerve fibre endings
Point process models for sweat gland activation observed with noise
Stochastic modelling of 3D fiber structures imaged with X-ray microtomography
Marked point process analysis of epidermal nerve fibres
Spatial modeling of epidermal nerve fiber patterns
Tessellation-based stochastic modelling of 3D coating structures imaged with FIB-SEM tomography
Second order analysis of geometric anisotropic point processes revisited
Raster Image Correlation Spectroscopy Performance Evaluation
Colloidal particle aggregation in three dimensions
A Bayesian hierarchical point process model for epidermal nerve fiber patterns
A review on anisotropy analysis of spatial point patterns
Hierarchical models for epidermal nerve fiber data
Single particle raster image analysis of diffusion for particle mixtures
Single particle raster image analysis of diffusion
A three-dimensional anisotropic point process characterization for pharmaceutical coatings
What we look at in paintings: A comparison between experienced and inexperienced art viewers
Variational Bayes approach for classification of points in superpositions of point processes
Discovering early diabetic neuropathy from epidermal nerve fiber patterns
Characterization of pore structure of polymer blended films used for controlled drug release
Estimating geometric anisotropy in spatial point patterns
From static micrographs to particle aggregation dynamics in three dimensions
Classification of Points in Superpositions of Strauss and Poisson Processes
Statistical Prediction of Global Sea Level From Global Temperature
Assessing the Uncertainty in Projecting Local Mean Sea Level from Global Temperature
Hierarchical second-order analysis of replicated spatial point patterns with non-spatial covariates
Identifying directional persistence in intracellular particle motion using Hidden Markov Models
Self-calibrated concentration measurements of polydisperse nanoparticles
Automatic Particle Detection in Microscopy Using Temporal Correlations
Development and evaluation of spatial point process models for epidermal nerve fibers
What mark variograms tell about spatial plant interactions
Parameter estimation for growth interaction processes using spatio-temporal information
Analysis of spatial structure of epidermal nerve entry point patterns based on replicated data
Second-order spatial analysis of epidermal nerve fibers
Some edge correction methods for marked spatio-temporal point process models
A third order point process characteristic for multi-type point processes
Anisotropy analysis of pressed point processes
Modelling tree roots in mixed forest stands by inhomogeneous marked Gibbs point processes.
The analysis of marked point patterns evolving through space and time
Modeling the microstructure of sintered copper
Modelling growth of trees by space-time growth-interaction processe
An additive edge correction for the influence potential of trees
Some space-time interaction models for marked point processes.
An additive edge correction based on the refined Campbell theorem
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Showing 7 research projects
Accelerated porous materials design and development using statistics and machine learning
Inference in the face of intractability: Bayesian applications of continuous-time Markov processes
Extracting information from complicated point patterns
CoSiMa - concept for industrial development for the sustainable soft materials of the future
Material structures seen through microscopes and statistics
Spatial statistical methods for detecting small fiber neuropathies
Stochastics for big data and big systems - bridging local and global