
GMRFLib
 Referenced in 205 articles
[sw06641]
 fields. Theory and applications. Researchers in spatial statistics and image analysis are familiar with Gaussian ... widespread use in the field of spatial statistics, it is surprising that there remains ... students in statistics, particularly biostatistics and spatial statistics, as well as quantitative researchers in engineering...

fields
 Referenced in 33 articles
[sw08187]
 emphasis on splines, spatial data and spatial statistics. The major methods include cubic, and thin ... simple fields format can be used for spatial prediction. Some tailored optimization functions are supplied...

spBayes
 Referenced in 223 articles
[sw10160]
 forestry, disease mapping, and economics often encounter spatially referenced data collected over a fixed ... such algorithms. Here, we introduce a statistical software package, spBayes, built upon ... statistical computing platform that implements a generalized template encompassing a wide variety of Gaussian spatial...

spdep
 Referenced in 23 articles
[sw04578]
 package spdep: Spatial dependence: weighting schemes, statistics and models , A collection of functions to create ... spanning tree; a collection of tests for spatial autocorrelation, including global Moran’s I, APLE ... Geary’s C, Hubert/Mantel general cross product statistic, Empirical Bayes estimates and Assuncao/Reis Index, Getis/Ord ... multicoloured join count statistics, local Moran’s I and Getis/Ord G, saddlepoint approximations and exact...

RGeo
 Referenced in 12 articles
[sw06100]
 Spatial Statistics with R : This collection of web pages is intended to be a supplement ... Spatial Task View on CRAN. It provides news, and guides to some of the resources...

Spatial Statistics
 Referenced in 6 articles
[sw06026]
 Spatial Statistics Software and Spatial Data. The public domain Spatial Statistics Toolbox for Matlab ... largescale lattice models. The Matlab Spatial Statistics Toolbox includes code for simultaneous spatial autoregressions ... maximum likelihood). Hence, the Matlab Spatial Statistics Toolbox includes the most common estimators employed...

SaTScan
 Referenced in 24 articles
[sw14250]
 time data using the spatial, temporal, or spacetime scan statistics. It is designed ... detect spatial or spacetime disease clusters, and to see if they are statistically significant...

Geoxp
 Referenced in 5 articles
[sw08289]
 tool for researchers in spatial statistics, spatial econometrics, geography, ecology etc allowing to link dynamically ... highlighting of the corresponding points on the statistical graph or reversely the selection ... includes tools from different areas of spatial statistics including geostatistics as well as spatial econometrics...

spatstat
 Referenced in 90 articles
[sw04429]
 types include point patterns, line segment patterns, spatial windows, pixel images and tessellations. Exploratory methods ... functions, nearest neighbour distance and empty space statistics, Fry plots, pair correlation function, kernel smoothed...

SPM
 Referenced in 8 articles
[sw20505]
 construction and assessment of spatially extended statistical processes used to test hypotheses about functional imaging...

SpaceStat
 Referenced in 4 articles
[sw23669]
 reasonable range of techniques in spatial statistics, geostatistics and spatial econometrics. Time is an integral ... views of the data, including animations and statistical results, can be linked together to enable ... extensive suite of spatiotemporal and statistical tools including: exploratory spatial data analysis; spatial econometric analyses...

STARS
 Referenced in 3 articles
[sw24263]
 Spatial Information Needed to Fit Spatial Statistical Models to Stream Network Data. This paper describes ... spatial information needed to fit spatial statistical models to stream network data using ... users. The methods used to calculate the spatial information and format the final .ssn object...

SSN
 Referenced in 3 articles
[sw24264]
 Spatial Modeling on Stream Networks. Spatial statistical modeling and prediction for data on stream networks ... Models are created using moving average constructions. Spatial linear models, including explanatory variables...

SPIDER
 Referenced in 2 articles
[sw24678]
 tool for the analysis of spatially distributed data. nteractive statistical graphics are reviewed ... contexts of spatial data and geographical information systems (GIS). GIS provide the user with ... software—SPIDER—illustrates the possibilities of using statistical graphics as further views of the data ... rich environment for pursuing exploratory statistical analysis of spatial data...

micromap
 Referenced in 3 articles
[sw24214]
 colorcoded legend linking the maps and statistical summaries. We first describe the layout ... structure required for both the spatial and statistical datasets. The function create_map_table ... frame that can be linked with the statistical dataset. Highly detailed polygons are not appropriate ... while retaining adequate detail for detection of spatial patterns. Our worked examples of linked micromaps...

SPM12
 Referenced in 3 articles
[sw22558]
 construction and assessment of spatially extended statistical processes used to test hypotheses about functional imaging...

EFDR
 Referenced in 8 articles
[sw11106]
 coefficients at each resolution are standardised. Statistical tests (in a multiple hypothesis testing setting ... package also provides elementary tools to interpolate spatially irregular data onto a grid ... hypothesis testing for a spatial signal.’ Journal of the American Statistical Association...

marrayClasses
 Referenced in 7 articles
[sw08346]
 plots of microarray spot statistics, such as boxplots, scatterplots, and spatial color images, are provided ... different types of dye biases (e.g., intensity, spatial, plate biases) and allow ... produce an opensource and opendevelopment statistical computing framework for the analysis of genomic...

BGeost
 Referenced in 5 articles
[sw20765]
 addition, prior information, such as spatial correlation and property statistics (mean, variance, etc.), should also...

UScensus2000
 Referenced in 1 article
[sw25170]
 data. The UScensus2000 suite is comprised of spatial and demographic data for the 50 states ... metropolitan statistical areas, counties, etc. These packages rely heavily on the spatial tools developed ... functions, and finish with an applied spatial statistics example...