gen_normal_data: gen_normal_data

In nulloa/asgForecast: Importance Sampling with Assymetrical Gaussian Distribution

Description

A function to generate simulated seasons

Usage

gen_normal_data(n.seas, n.reg, weeks, mu, new.mu = NULL, sd1, sd2, tau = 1)

Arguments

n.seas	number of seasons to simulate
n.reg	number of regions to simulate
weeks	number of weeks in a season
mu	vector of means to be sampled from (w/ replacement)
new.mu	specific mean to be used in the last season
sd1	standard dev of data model
sd2	standard dev of the normal functional form
tau	scaling factor (default=1)

Value

A data.frame

Examples

tmpd=gen_normal_data(n.seas=2, n.reg=2, weeks=1:30, mu=c(11,17), sd1=0.015, sd2=3)
library(ggplot2)
ggplot(data=tmpd) + geom_point(aes(x=week, y=y)) + 
facet_grid(region~season) + geom_line(aes(x=week,y=meanfc))

nulloa/asgForecast documentation built on July 26, 2020, 7:10 p.m.