Observing complete functions as a result of random experiments is nowadays possible by the development of real-time measurement instruments and data storage resources. Functional data analysis deals with the statistical description and modeling of samples of random functions. Functional versions for a wide range of statistical tools have been recently developed. Here we are interested in the case of functional data presenting spatial dependence, and the problem is handled from the geostatistical and point process contexts. Functional kriging prediction and clustering are developed. Additionally, we propose functional global and local marked second-order characteristics
We present and compare functional and spatio-temporal (Sp.T.) kriging approaches to predict spatial ...
We present and compare functional and spatio-temporal (Sp.T.) kriging approaches to predict spatial ...
Classification problems of functional data arise naturally in many applications. Several approaches...
Abstract: Functional Data Analysis is a relatively new branch in Statis-tics. Experiments where a co...
Functional Data Analysis is a relatively new branch in Statistics. Experiments where a complete func...
Functional Data Analysis is a relatively new branch in Statistics. Experiments where a complete func...
This paper is focus on spatial functional variables whose observations are a set of spatially correl...
This paper is focus on spatial functional variables whose observations are a set of spatially correl...
"In this paper, we consider two clustering strategies in order to explore spatial. relations among f...
This is the editorial letter for the Special Issue dedicated to Spatial Functional Statistics, motiv...
In an increasing number of studies, collected data are curves; when functional data are spatially de...
In an increasing number of studies, collected data are curves; when functional data are spatially de...
In an increasing number of studies, collected data are curves; when functional data are spatially de...
Kriging and cokriging and their several related versions are techniques widely known and used in spa...
We present and compare functional and spatio-temporal (Sp.T.) kriging approaches to predict spatial ...
We present and compare functional and spatio-temporal (Sp.T.) kriging approaches to predict spatial ...
We present and compare functional and spatio-temporal (Sp.T.) kriging approaches to predict spatial ...
Classification problems of functional data arise naturally in many applications. Several approaches...
Abstract: Functional Data Analysis is a relatively new branch in Statis-tics. Experiments where a co...
Functional Data Analysis is a relatively new branch in Statistics. Experiments where a complete func...
Functional Data Analysis is a relatively new branch in Statistics. Experiments where a complete func...
This paper is focus on spatial functional variables whose observations are a set of spatially correl...
This paper is focus on spatial functional variables whose observations are a set of spatially correl...
"In this paper, we consider two clustering strategies in order to explore spatial. relations among f...
This is the editorial letter for the Special Issue dedicated to Spatial Functional Statistics, motiv...
In an increasing number of studies, collected data are curves; when functional data are spatially de...
In an increasing number of studies, collected data are curves; when functional data are spatially de...
In an increasing number of studies, collected data are curves; when functional data are spatially de...
Kriging and cokriging and their several related versions are techniques widely known and used in spa...
We present and compare functional and spatio-temporal (Sp.T.) kriging approaches to predict spatial ...
We present and compare functional and spatio-temporal (Sp.T.) kriging approaches to predict spatial ...
We present and compare functional and spatio-temporal (Sp.T.) kriging approaches to predict spatial ...
Classification problems of functional data arise naturally in many applications. Several approaches...