smry: Summary

In hzambran/hydroTSM: Time Series Management and Analysis for Hydrological Modelling

Summary

Description

Extended summary function for numeric objects, with 13 summary statistics.

Usage

smry(x, ...)

## Default S3 method:
smry(x, na.rm=TRUE, digits = max(3, getOption("digits")-3), ...)

## S3 method for class 'zoo'
smry(x, na.rm=TRUE, digits = max(3, getOption("digits")-3), ...)

## S3 method for class 'Date'
smry(x, na.rm=TRUE, digits = max(3, getOption("digits")-3), ...)

## S3 method for class 'matrix'
smry(x, na.rm=TRUE, digits = max(3, getOption("digits")-3), ...)

## S3 method for class 'data.frame'
smry(x, na.rm=TRUE, digits = max(3, getOption("digits")-3), ...)

Arguments

x	a numeric object, vector, matrix or data.frame, for which a summary is desired.
na.rm	a logical value indicating whether 'NA' values should be stripped before the computation proceeds.
digits	numeric, with the amount of decimal places to be included in the result
...	further arguments passed to or from other methods.

Value

Computed summary statistics are:

Min	Minimum
1stQ	First quartile (lower-hinge)
Mean	Mean value
Median	Median
3rdQ	Third quartile ( upper-hinge
Max	Maximum of the input values.
IQR	Interquartile Range. IQR(x) = quantile(x,3/4) - quantile(x,1/4)
sd	Standard deviation. It uses 'n-1' as denominator.
cv	Coefficient of variation ( cv= sd / |mean| )
skewness	Skewness (using e1071 package)
kurtosis	Kurtosis (using e1071 package)
n	Total number of elements
NA's	Amount of missing values

Note

Skewness and Kurtosis are computed with the e1071 package

Author(s)

Mauricio Zambrano-Bigiarini mzb.devel@gmail

See Also

summary, fivenum, IQR, sd, skewness, kurtosis

Examples

## Loading the monthly time series of precipitation within the Ebro River basin.
data(EbroPPtsMonthly)

## Summary of monthly precipitation values for the first 7 stations in 'EbroPPtsMonthly'
smry(EbroPPtsMonthly[,2:8])

hzambran/hydroTSM documentation built on Feb. 3, 2024, 4:40 p.m.