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R/est.nca.R

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#' for a given individual using concentration vs. time data.
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#'
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#' \pkg{est.nca} estimates a comprehensive set of NCA metrics using the
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#' concentration-time profile of an individual. NCA metrics are eatimated
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#' concentration-time profile of an individual. NCA metrics are estimated
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#' according to traditional PK calculations. The names of the various NCA
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#' metrics estimated in this package are assigned mainly following the names
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#' used in WinNonlin. This package accepts any of the three different types of
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#' between the dosing intervals is considered. Cmax_D is the dose normalized
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#' maximum observed concentration.
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#' \item \strong{Clast and Tlast} are the last measurable positive
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#' comcentration and the corresponding time, respectively.
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#' concentration and the corresponding time, respectively.
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#' \item \strong{AUClast} is the area under the concentration vs. time curve
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#' from the first observed to last measurable concentration.
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#' \item \strong{AUMClast} is the first moment of the concentration vs. time
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#' \item \strong{AUC_pBack_Ext_pred} is the percentage of AUCINF_pred that is
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#' contributed by the back extrapolation to estimate C0.
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#' \item \strong{AUClower_upper} is the AUC under the concentration-time
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#' profile within the user-specified window of time privided as the
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#' profile within the user-specified window of time provided as the
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#' "AUCTimeRange" argument. In case of empty "AUCTimeRange" argument,
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#' AUClower_upper is the same as AUClast.
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#' \item \strong{Rsq, Rsq_adjusted and Corr_XY} are regression coefficient
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#' of the regression line used to estimate the elimination rate constant, the
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#' adjusted value of Rsq and the square root of Rsq, respectively.
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#' \item \strong{Lambda_z} is the elimination rate constant estimated from the
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#' regression line representing the terminal phase of the concentration-time
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#' prifile.
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#' data.
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#' \item \strong{Lambda_lower and Lambda_upper} are the lower and upper limit
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#' of the time values from the concentration-time profile used to estimate
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#' Lambda_z, respectively, in case the "LambdaTimeRange" is used to specify
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#' sampled time extrapolated to infinity based on the last predicted
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#' concentration obtained from the regression line used to estimate Lambda_z
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#' (Clast_pred).
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#' \item \strong{Tau} is the dosing interval for steady-state data. This value
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#' is assumed equarion over multiple doses.
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#' \item \strong{Tau} is the dosing interval for steady-state data.
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#' \item \strong{Cmin and Tmin} are the minimum concentration between 0 and
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#' Tau and the corresponding time, respectively.
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#' \item \strong{Cavg} is the average concentration between 0 and Tau for
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#' @param backExtrp If back-extrapolation is needed for AUC (TRUE or FALSE)
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#' (\strong{FALSE})
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#' @param negConcExcl Exclude -ve conc (\strong{FALSE})
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#' @param doseType Steady-state (ss) or nonsteady-state (ns) dose
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#' @param doseType Steady-state (ss) or non-steady-state (ns) dose
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#' (\strong{"ns"})
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#' @param adminType Route of administration
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#' (iv-bolus,iv-infusion,extravascular) (\strong{"extravascular"})

R/histobs.plot.R

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#' "AUCINF_pred", "AUMClast", "Cmax", "Tmax" and "HL_Lambda_z".
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#' (\strong{c("AUClast", "AUCINF_obs", "Cmax", "Tmax")})
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#' @param cunit Unit for concentration (default is \strong{\code{NULL}})
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#' @param tunit Unit for time (defulat is \strong{\code{NULL}})
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#' @param tunit Unit for time (default is \strong{\code{NULL}})
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#' @param spread Measure of the spread of simulated data (ppi (95\% parametric
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#' prediction interval) or npi (95\% nonparametric prediction interval))
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#' (\strong{"npi"})

R/nca.check.obs.R

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#' \strong{"TIME"}
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#' @param concNmObs Column name for concentration in observed data. Default is
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#' \strong{"DV"}
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#' @param doseType Steady-state (ss) or nonsteady-state (ns) dose. Default is
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#' @param doseType Steady-state (ss) or non-steady-state (ns) dose. Default is
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#' \strong{"ns"}
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#' @param doseTime Dose time prior to the first observation for steady-state
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#' data. Default is \strong{\code{NULL}}
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#' given individual. Default is \strong{\code{NULL}}
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#' @param doseAmtNm Column name to specify dose amount. Default is
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#' \strong{\code{NULL}}
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#' @param dateColNm colunm name for date if used (e.g. "Date", "DATE"). Default
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#' @param dateColNm column name for date if used (e.g. "Date", "DATE"). Default
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#' is \strong{\code{NULL}}
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#' @param dateFormat date format (D-M-Y, D/M/Y or any other combination of
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#' D,M,Y). Default is \strong{\code{NULL}}

R/nca.deviation.plot.R

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#' mandatory arguments, (i) deviation data, (ii) independent variable and (iii)
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#' dependent variables. The deviation of the NCA metrics values estimated from
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#' the observed and simulated data are scaled by the "spread" of the simulated
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#' metrics values. The "spead" of the simulated data is measured either by the
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#' metrics values. The "speed" of the simulated data is measured either by the
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#' standard deviation or the 95% nonparametric interval.
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#'
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#' @param plotdata A data frame containing the scaled deviation values of the
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#' prediction interval) or npi (95\% nonparametric prediction interval))
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#' (\strong{"npi"})
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#' @param cunit Unit for concentration (default is \strong{\code{NULL}})
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#' @param tunit Unit for time (defulat is \strong{\code{NULL}})
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#' @param tunit Unit for time (default is \strong{\code{NULL}})
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#' @return returns the data frame with the NPDE values based on the input data.
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#' @export
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#'

R/nca.ind.data.R

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#' for all individuals. If TI is the name of a column with numeric data
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#' present in the data set, TI is set to the unique value of the column for a
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#' given individual. Default is \strong{\code{NULL}}
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#' @param dateColNm colunm name for date if used (e.g. "Date", "DATE"). Default
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#' @param dateColNm column name for date if used (e.g. "Date", "DATE"). Default
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#' is \strong{\code{NULL}}
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#' @param dateFormat date format (D-M-Y, D/M/Y or any other combination of
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#' D,M,Y). Default is \strong{\code{NULL}}

R/nca.npde.plot.R

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#' @param figlbl Figure label based on dose identifier and/or population
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#' stratifier (\strong{NULL})
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#' @param cunit Unit for concentration (default is \strong{\code{NULL}})
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#' @param tunit Unit for time (defulat is \strong{\code{NULL}})
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#' @param tunit Unit for time (default is \strong{\code{NULL}})
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#'
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#' @return returns a data frame with the mean and SD of population NPDE values
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#' of each NCA metric and two graphical objects created by arrangeGrob

R/nca.pde.deviation.outlier.R

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#' "AUClast", "AUClower_upper", "AUCINF_obs", "AUCINF_pred", "AUMClast",
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#' "Cmax", "Tmax" and "HL_Lambda_z". (\strong{c("AUClast", "Cmax")})
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#' @param cunit Unit for concentration (default is \strong{\code{NULL}})
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#' @param tunit Unit for time (defulat is \strong{\code{NULL}})
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#' @param tunit Unit for time (default is \strong{\code{NULL}})
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#' @param noPlot Perform only NCA calculations without any plot generation
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#' (TRUE, FALSE) (\strong{FALSE})
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#' @param onlyNCA If \code{TRUE} only NCA is performed and ppc part is ignored

R/nca_ind_data.R

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#' for all individuals. If TI is the name of a column with numeric data
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#' present in the data set, TI is set to the unique value of the column for a
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#' given individual. Default is \strong{\code{NULL}}
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#' @param dateColNm colunm name for date if used (e.g. "Date", "DATE"). Default
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#' @param dateColNm column name for date if used (e.g. "Date", "DATE"). Default
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#' is \strong{\code{NULL}}
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#' @param dateFormat date format (D-M-Y, D/M/Y or any other combination of
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#' D,M,Y). Default is \strong{\code{NULL}}

R/ncappc.R

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#' population mean. The individual level comparison is performed based on the
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#' deviation of the mean of any NCA metric based on simulations for an
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#' individual from the corresponding NCA metric obtained from the observed data.
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#' Additionaly, \pkg{ncappc} reports the normalized prediction distribution
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#' Additionally, \pkg{ncappc} reports the normalized prediction distribution
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#' error (NPDE) of the simulated NCA metrics for each individual and their
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#' distribution within a population. \pkg{ncappc} produces two default outputs
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#' depending on the type of analysis performed, i.e., traditional NCA and PopPK
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#' values of the NCA metrics estimated from the observed and the simulated data,
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#' along with the deviation, NPDE, regression parameters used to estimate the
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#' elimination rate constant and the related population statistics. The default
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#' values of the arguments used in \pkg{ncappc} are shown in the \strong{Useage}
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#' values of the arguments used in \pkg{ncappc} are shown in the \strong{Usage}
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#' section of this document and/or in \strong{bold} in the \strong{Arguments}
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#' section.
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#'
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#' @param obsFile Observed concentration-time data from an internal data frame
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#' or an external table with comma, tab or space as separators.
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#' @param simFile NONMEM simulation output with the simulated concentration-time
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#' data from an internal data frame or an external table. \code{NULL} produces
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#' just the NCA output, a filename or data frame prduces the NCA output as
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#' just the NCA output, a filename or data frame produces the NCA output as
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#' well as the PopPK diagnosis. If \code{new_data_method=TRUE} then this can
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#' be a compressed file as well.
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#' @param str1Nm Column name for 1st level population stratifier. Default is
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#' \strong{\code{NULL}}
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#' @param adminType Route of administration. Allowed options are iv-bolus,
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#' iv-infusion or extravascular. Default is \strong{"extravascular"}
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#' @param doseType Steady-state (ss) or nonsteady-state (ns) dose. Default is
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#' @param doseType Steady-state (ss) or non-steady-state (ns) dose. Default is
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#' \strong{"ns"}
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#' @param doseTime Dose time prior to the first observation for steady-state
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#' data. Default is \strong{\code{NULL}}
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#' \strong{(c"AUClast", "Cmax")}
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#' @param timeFormat time format (number, H:M, H:M:S). Default is
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#' \strong{"number"}
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#' @param dateColNm colunm name for date if used (e.g. "Date", "DATE"). Default
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#' @param dateColNm column name for date if used (e.g. "Date", "DATE"). Default
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#' is \strong{\code{NULL}}
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#' @param dateFormat date format (D-M-Y, D/M/Y or any other combination of
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#' D,M,Y). Default is \strong{\code{NULL}}

R/read_nm_table.R

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#' Read nonmem table files produced.
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#' Read NONMEM table files produced.
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#'
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#' The function reads in nonmem table files. The files can be created from the
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#' The function reads in NONMEM table files. The files can be created from the
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#' \code{$EST} line or from the \code{$SIM} line in a NONMEM model file.
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#'
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#' Currently the function searches the \code{$TABLE} for multiple header lines,
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#' downloaded. Remote gz files can also be automatically downloaded &
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#' decompressed.
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#' @param only_obs Should the non-observation lines in the data set be removed?
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#' Currently filtered uisng the expected \code{MDV} column. \code{TRUE} or
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#' Currently filtered using the expected \code{MDV} column. \code{TRUE} or
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#' \code{FALSE}.
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#' @param method Can be one of \code{default}, \code{readr_1}, \code{readr_2},
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#' \code{readr_3}, \code{slow}. \code{readr_1} should be fastest. All but

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