软件包：r-cran-collapse（2.0.16-1） [debports]
GNU R advanced and fast data transformation
A C/C++ based package for advanced data transformation and statistical computing in R that is extremely fast, flexible and parsimonious to code with, class-agnostic and programmer friendly. It is well integrated with base R, 'dplyr' / (grouped) 'tibble', 'data.table', 'plm' (panel-series and data frames), 'sf' data frames, and non-destructively handles other matrix or data frame based classes (such as 'ts', 'xts' / 'zoo', 'timeSeries', 'tsibble', 'tibbletime' etc.) --- Key Features: --- (1) Advanced statistical programming: A full set of fast statistical
functions supporting grouped and weighted computations on vectors,
matrices and data frames. Fast and programmable grouping, ordering,
unique values / rows, factor generation and interactions. Fast and
flexible functions for data manipulation and data object
conversions.
(2) Advanced aggregation: Fast and easy multi-data-type, multi-function,
weighted, parallelized and fully customized data aggregation.
(3) Advanced transformations: Fast row / column arithmetic, (grouped)
replacing and sweeping out of statistics, (grouped, weighted)
scaling / standardizing, between (averaging) and (quasi-)within
(centering / demeaning) transformations, higher-dimensional
centering (i.e. multiple fixed effects transformations), linear
prediction / partialling-out, linear model fitting and testing.
(4) Advanced time-computations: Fast (sequences of) lags / leads, and
(lagged / leaded, iterated, quasi-, log-) differences, (compounded)
growth rates, and cumulative sums on (unordered, irregular) time
series and panel data. Multivariate auto-, partial- and cross-
correlation functions for panel data. Panel data to (ts-)array
conversions.
(5) List processing: (Recursive) list search / identification,
splitting, extraction / subsetting, data-apply, and generalized
recursive row-binding / unlisting in 2D.
(6) Advanced data exploration: Fast (grouped, weighted, panel-
decomposed) summary statistics for complex multilevel / panel data.
其他与 r-cran-collapse 有关的软件包
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- dep: libc6 (>= 2.38)
- GNU C 语言运行库：共享库
同时作为一个虚包由这些包填实： libc6-udeb
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- dep: libgcc-s4 (>= 4.1.1)
- GCC 支持库
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- dep: libgomp1 (>= 4.9)
- GCC OpenMP（GOMP）支持库
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- dep: libstdc++6 (>= 14)
- GNU 标准 C++ 库，第3版
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- dep: r-api-4.0
- 本虚包由这些包填实： r-base-core
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- dep: r-cran-rcpp (>= 1.0.1)
- GNU R package for Seamless R and C++ Integration
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- rec: r-cran-covr
- test coverage for GNU R packages
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- rec: r-cran-data.table
- GNU R extension of Data.frame
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- rec: r-cran-dplyr
- GNU R grammar of data manipulation
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- rec: r-cran-ggplot2
- implementation of the Grammar of Graphics
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- rec: r-cran-knitr
- GNU R package for dynamic report generation using Literate Programming
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- rec: r-cran-magrittr
- GNU R forward-pipe operator
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- rec: r-cran-microbenchmark
- GNU R package for Accurate Timeing Functions
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- rec: r-cran-plm
- GNU R estimators and tests for panel data econometrics
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- rec: r-cran-rcpparmadillo
- GNU R package for Armadillo C++ linear algebra library
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- rec: r-cran-rcppeigen
- GNU R package for Eigen templated linear algebra
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- rec: r-cran-rmarkdown
- convert R markdown documents into a variety of formats
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- rec: r-cran-scales
- Scale functions for visualization
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- rec: r-cran-testthat
- GNU R testsuite
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- rec: r-cran-tibble
- GNU R Simple Data Frames
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- rec: r-cran-withr
- GNU R package to run code 'With' temporarily modified global state
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- rec: r-cran-xts
- GNU R package for time series analysis -- xts
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- rec: r-cran-zoo
- GNU R package for totally ordered indexed observations