# MC.summary: Summary statistics computation of Monte Carlo simulation In stUPscales: Spatio-Temporal Uncertainty Propagation Across Multiple Scales

## Description

A function that computes the summary statistics of a Monte Carlo simulation result.

## Usage

 `1` ```MC.summary(p1, data) ```

## Arguments

 `p1` The independient variable. A `dataframe` object with two columns and number of rows equal to the number of rows of the Monte Carlo simulated data. The first column, named "time", contains the vector of time of the time series in format `POSIXct`. The second column contains the observations of the time series. `data` A `matrix` or a `dataframe` that contains the results of a Monte Carlo simulation, with number of rows equal to the number of Monte Carlo realizations and number of columns equal to the number of oservations i.e. equal to the number of rows of "p1".

## Details

This function is internally invoked by the `MC.analysis` function to compute the summary statistics of the Monte Carlo simulation under analysis.

## Value

A `dataframe` with n observations of 15 variables, where n is the number of columns of the "data" argument. The 15 variables are time series with the summary statistics of the Monte Carlo data: 1) `idx`: an index for the dataset equal to 1; 2) `Mean`: the mean; 3) `Sd`: the standard deviation; 4) `Variance`, the variance; 5) `q05`: the five percent quantile; 6) `q25`: the 25 percent quantile; 7) `q50`: the 50 percent quantile; 8) `q75`: the 75 percent quantile; 9) `q95`: the 95 percent quantile; 10) `q995`: the 99.5 percent quantile; 11) `q999`: the 99.9 percent quantile; 12) `Max`: the maximum; 13) `Sum`: the sum; 14) `time`: the time; 15) `p1`: the independient variable.

## Author(s)

J.A. Torres-Matallana

## Examples

 ``` 1 2 3 4 5 6 7 8 9 10``` ```library(stUPscales) library(EmiStatR) data(P1) colnames(P1) new_data <- t(matrix(data = rep(runif(nrow(P1), 10, 100), 5), nrow = nrow(P1), ncol = 5)) new_summary <- MC.summary(p1 = P1, data = new_data) str(new_summary) head(new_summary) ```

stUPscales documentation built on May 6, 2019, 1:08 a.m.