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Keyboard Shortcuts for 'shiny'
Assign and listen to keyboard shortcuts in 'shiny' using the 'Mousetrap' Javascript library.
Small Area Estimation: Time-Series Models
Time series area-level models for small area estimation.
The package supplements the functionality of the sae package.
Specifically, it includes EBLUP fitting of the original Rao-Yu model,
which in the original form did not have a spatial component. The
package also offers a modified ('dynamic') version of the Rao-Yu model,
replacing the assumption of stationarity. Both univariate and
multivariate applications are supported. Of particular note is the
allowance for covariance of the area-level sample estimates over time,
as encountered in rotating panel designs such as the U.S. National
Crime Victimization Survey or present in a time-series of 5-year
estimates from the American Community Survey. Key references to the
methods include
J.N.K. Rao and I. Molina (2015, ISBN:9781118735787),
J.N.K. Rao and M. Yu (1994)
Predict Fish Year-Class Strength from Survey Data
Predict fish year-class strength by calibration regression analysis of multiple recruitment index series.
Link to the ICES Vessel Monitoring System and Logbook Database Web Services
Links to the ICES Vessel Monitoring System (VMS) and logbook database web services < https://data.ices.dk/vms/webservices> to allow users to download summaries and data products.
Run Quality Checks on Data Prior to Submission to ICES
Run quality checks on data sets using the same checks that are conducted on the ICES Data Submission Utility (DATSU) < https://datsu.ices.dk>.
Data Structures, Summaries, and Visualisations for Missing Data
Missing values are ubiquitous in data and need to be explored and
handled in the initial stages of analysis. 'naniar' provides data
structures and functions that facilitate the plotting of missing values and
examination of imputations. This allows missing data dependencies to be
explored with minimal deviation from the common work patterns of 'ggplot2'
and tidy data. The work is fully discussed at Tierney & Cook (2023)
Get XKCD Comic Data
Download data from individual XKCD comics, written by Randall Munroe < https://xkcd.com/>.
Stock Database Web Services
R interface to access the web services of the ICES Stock Database < https://sd.ices.dk>.
Functions to Interact with the ICES Data Submission Utility (DATSU)
Functions to Interact with the ICES Data Submission Utility (DATSU) < https://datsu.ices.dk/web/index.aspx>.
A Framework for Robust Shiny Applications
An opinionated framework for building a production-ready 'Shiny' application. This package contains a series of tools for building a robust 'Shiny' application from start to finish.