BSkySummaryStats: Summary statistics

In BlueSkyStatistics/BlueSky: BlueSky Collection of Functions for Data Access, Analysis, and Formatting.

Summary statistics

Description

Outputs the following numerical statistics: min, max, mean, median, sum, sd, stderror, iqr, quartiles. If quartiles is selected, you can specify the comma separated quartiles needed. In addition to these, the user can pass, a list of comma separated statistical function names for example var.

Usage

BSkySummaryStats(
  data = NULL,
  datasetColumnObjects = list(),
  groupByColumnObjects = list(),
  datasetName = c(),
  stats = c(min = TRUE, max = TRUE, mean = TRUE, median = TRUE, quantiles = TRUE),
  quantilesProbs = c(0, 0.25, 0.5, 0.75, 1),
  additionalStats = c(),
  maxsum = 30,
  bSkyFormatAppRequest = FALSE,
  ftable_change_variable_order = TRUE,
  sublist_length = 3,
  remove_rows_with_zero_count = FALSE,
  no_row_column_headers = FALSE
)

Arguments

datasetColumnObjects:	selected scale variables (say Dataset$var1, Dataset$var2)
groupByColumnObjects:	one or more factor variables to group by (say Dataset$var3, Dataset$var4)
statFunctionList:	List of functions. The ones set to TRUE will be executed. (say min=TRUE, sd=TRUE)
quantilesProbs:	Probabilities of the quantiles
additionalStats:	Addition statistical function that user can pass ( say var)
datasetName:	Name of the dataset from which datasetColumnObjects and groupByColumnObjects are chosen

Value

An object of class "data.frame", giving the results for each function on each variable.

Examples

Dataset <- data.frame(Expenses=c(20,23,19,25,26), Sales=c(48,50,55,51,49), Gender=c('m','f','f','m','m'), Deptt=c('IT', 'Sales', 'IT','Sales','IT'), stringsAsFactors = TRUE)
Result_Numerical_Statistics_Analysis = BSkySummaryStats(datasetColumnObjects = list(Sales = Dataset$Sales, Expenses = Dataset$Expenses), groupByColumnObjects = list(Deptt= Dataset$Deptt), stats = c(min=FALSE,max=FALSE,mean=TRUE,median=TRUE,sum=FALSE,sd=FALSE,stderror=FALSE,iqr=FALSE,quantiles=FALSE),datasetName="Dataset" )

BlueSkyStatistics/BlueSky documentation built on April 14, 2025, 7:39 a.m.