Aids in Processing and Plotting Data from a Lemna-Tec Scananalyzer


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Documentation for package ‘imageData’ version 0.1-21

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AGRdiff Calculates growth rates (AGR, PGR, RGRdiff) between pairs of values in a vector
anom Tests if any values in a vector are anomalous in being outside specified limits
anomPlot Identifies anomalous individuals and produces longitudinal plots without them and with just them
calcLagged Replaces the values in a vector with the result of applying an operation to it and a lagged value
cart.dat A small data set to use in function examples
corrPlot Calculates and plots correlation matrices for a set of responses
cumulate Calculates the cumulative sum, ignoring the first element if exclude.1st is TRUE
designFactors Adds the factors and covariates for a blocked, split-plot design
exampleData A small data set to use in function examples
fitSpline Produce the fits from a natural cubic smoothing spline applied to a response in a 'data.frame'
getDates Forms a subset of 'responses' in 'data' that contains their values for the nominated times
GrowthRates Calculates growth rates (AGR, PGR, RGRdiff) between pairs of values in a vector
imageData Aids in Processing and Plotting Data from a Lemna-Tec Scananalyzer
imageData-pkg Aids in Processing and Plotting Data from a Lemna-Tec Scananalyzer
imagetimesPlot Plots the hour of the day carts are imaged against the days after planting (or some other number of days after an event)
importExcel Imports an Excel imaging file and allows some renaming of variables
intervalGRaverage Calculates the growth rates for a specified time interval by taking weighted averages of growth rates for times within the interval
intervalGRdiff Calculates the growth rates for a specified time interval
intervalPVA Selects a subset of variables observed within a specified time interval using Principal Variable Analysis (PVA)
intervalValueCalculate Calculates a single value that is a function of an individual's values for a response over a specified time interval
intervalWUI Calculates water use indices (WUI) over a specified time interval to a data.frame
longi.dat A small data set to use in function examples
longi.prime.dat A small data set to use in function examples
longiPlot Plots longitudinal data from a Lemna Tec Scananalyzer
longitudinalPrime Selects a set variables to be retained in a data frame of longitudinal data
PGR Calculates growth rates (AGR, PGR, RGRdiff) between pairs of values in a vector
probeDF Compares, for a set of specified values of df, a response and the smooths of it, possibly along with growth rates calculated from the smooths
PVA Selects a subset of variables using Principal Variable Analysis (PVA)
raw.dat A small data set to use in function examples
rcontrib Computes a measure of how correlated each variable in a set is with the other variable, conditional on a nominated subset of them
RGRdiff Calculates growth rates (AGR, PGR, RGRdiff) between pairs of values in a vector
RiceRaw.dat Data for an experiment to investigate a rice germplasm panel
splitContGRdiff Adds the growth rates calculated continuously over time for subsets of a response to a 'data.frame'
splitSplines Adds the fits after fitting a natural cubic smoothing spline to subsets of a response to a 'data.frame'
splitValueCalculate Calculates a single value that is a function of an individual's values for a response
twoLevelOpcreate Creates a data.frame formed by applying, for each response, a binary operation to the paired values of two different treatments
WUI Calculates the Water Use Index (WUI)