套件：r-cran-surveillance（1.16.2-1）
r-cran-surveillance 的相關連結
Debian 的資源：
下載原始碼套件 r-cran-surveillance：
- [r-cran-surveillance_1.16.2-1.dsc]
- [r-cran-surveillance_1.16.2.orig.tar.gz]
- [r-cran-surveillance_1.16.2-1.debian.tar.xz]
維護小組：
外部的資源：
- 主頁 [cran.r-project.org]
相似套件：
GNU R package for the Modeling and Monitoring of Epidemic Phenomena
Implementation of statistical methods for the modeling and change-point detection in time series of counts, proportions and categorical data, as well as for the modeling of continuous-time epidemic phenomena, e.g., discrete-space setups such as the spatially enriched Susceptible-Exposed-Infectious-Recovered (SEIR) models, or continuous-space point process data such as the occurrence of infectious diseases. Main focus is on outbreak detection in count data time series originating from public health surveillance of communicable diseases, but applications could just as well originate from environmetrics, reliability engineering, econometrics or social sciences.
Currently, the package contains implementations of many typical outbreak detection procedures such as Farrington et al (1996), Noufaily et al (2012) or the negative binomial LR-CUSUM method described in Höhle and Paul (2008). A novel CUSUM approach combining logistic and multinomial logistic modelling is also included. Furthermore, inference methods for the retrospective infectious disease models in Held et al (2005), Held et al (2006), Paul et al (2008), Paul and Held (2011), Held and Paul (2012), and Meyer and Held (2014) are provided.
Continuous self-exciting spatio-temporal point processes are modeled through additive-multiplicative conditional intensities as described in Höhle (2009) ('twinSIR', discrete space) and Meyer et al (2012) ('twinstim', continuous space).
The package contains several real-world data sets, the ability to simulate outbreak data, visualize the results of the monitoring in temporal, spatial or spatio-temporal fashion.
Note: Using the 'boda' algorithm requires the 'INLA' package, which is available from <http://www.r-inla.org/download>.
其他與 r-cran-surveillance 有關的套件
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- dep: libc6 (>= 2.17)
- GNU C 函式庫：共用函式庫
同時作為一個虛擬套件由這些套件填實： libc6-udeb
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- dep: libgcc1 (>= 1:3.0)
- GCC 支援函式庫
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- dep: libstdc++6 (>= 5.2)
- GNU Standard C++ Library v3
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- dep: r-api-3.5
- 本虛擬套件由這些套件填實： r-base-core
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- dep: r-base-core (>= 3.5.1-1)
- GNU R core of statistical computation and graphics system
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- dep: r-cran-mass
- GNU R package of Venables and Ripley's MASS
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- dep: r-cran-matrix
- GNU R package of classes for dense and sparse matrices
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- dep: r-cran-nlme
- GNU R package for (non-)linear mixed effects models
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- dep: r-cran-polycub (>= 0.6.0)
- GNU R Cubature over Polygonal Domains
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- dep: r-cran-rcpp (>= 0.11.1)
- GNU R package for Seamless R and C++ Integration
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- dep: r-cran-sp (>= 1.0-15)
- GNU R classes and methods for spatial data
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- dep: r-cran-spatstat (>= 1.36-0)
- GNU R Spatial Point Pattern analysis, model-fitting, simulation, tests
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- dep: r-cran-xtable (>= 1.7-0)
- GNU R coerce data to LaTeX and HTML tables
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- rec: r-cran-maxlik
- GNU R maximum likelihood estimation
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- rec: r-cran-memoise
- Memoise functions
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- rec: r-cran-spdep
- GNU R spatial dependence: weighting schemes, statistics and models
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- rec: r-cran-testthat (>= 0.10.0)
- GNU R testsuite
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- sug: r-cran-animation
- GNU R gallery of animations and utilities to create animations
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- sug: r-cran-coda
- Output analysis and diagnostics for MCMC simulations in R
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- sug: r-cran-colorspace
- GNU R Color Space Manipulation
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- sug: r-cran-ggplot2
- implementation of the Grammar of Graphics
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- sug: r-cran-gridextra (>= 2.0.0)
- GNU R package with extensions for the grid package
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- sug: r-cran-gsl
- GNU R wrapper for the GNU Scientific Library
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- sug: r-cran-knitr
- GNU R package for dynamic report generation using Literate Programming
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- sug: r-cran-lattice
- GNU R package for 'Trellis' graphics
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- sug: r-cran-maptools
- GNU R Tools for reading and handling spatial objects
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- sug: r-cran-msm
- GNU R Multi-state Markov and hidden Markov models in continuous time
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- sug: r-cran-numderiv
- GNU R package for accurate numerical derivatives
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- sug: r-cran-polyclip
- GNU R Polygon Clipping
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- sug: r-cran-quadprog
- GNU R package for solving quadratic programming problems
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- sug: r-cran-scales
- Scale functions for visualization
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- sug: r-cran-spc
- GNU R Statistical Process Control
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- sug: r-cran-testthat (>= 0.11.0)
- GNU R testsuite
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- sug: r-cran-xts
- GNU R package for time series analysis -- xts