MCTrend {MCTrend}

Monte Carlo Trend Analysis

Description

This function performs Monte Carlo trend analysis on input data and generates plots.

Usage

MCTrend(x, n_rep, plot_title, int = 0.25, opt)

Arguments

x

A data frame containing the input data. The first raw expected to contain model names or time series names.

n_rep

Number of replications for the Monte Carlo simulation.

plot_title

Title for the plot.

int

A number indicating lower threshold value of the interval within which no trend is defined, the upper value is calculated based on this value, by default a lower value of 0.25 is considered.

opt

A number indicating type of results, for opt = 1 returns test result, opt = 2 returns plot

Value

A data frame and a plot containing results of the trend analysis.

Examples

  # file for example
  file <- MCTrend::example

  # Apply the test
  MCTrend::MCTrend(x = file, n_rep = 100, plot_title = 'Precipitaciones', int = 0.1, opt = 1)

  # plot of the result of the test
  MCTrend::MCTrend(x = file, n_rep = 100, plot_title = 'Precipitaciones', int = 0.1, opt = 2)