Create a complete 'ggplot' appropriate to a particular data type

This function generates a complete 'ggplot' object suitable for visualizing time series data in an aedseo_tsd object. It creates a line plot connecting the observations and adds points at each data point.

Usage

# S3 method for aedseo_tsd
plot(x, ...)

# S3 method for aedseo
plot(x, ...)

Arguments

x

An aedseo_tsd or aedseo object

...

Additional arguments passed to specific methods.

Value

A 'ggplot' object for visualizing the time series data.

See also

autoplot()

Examples

# Create an example aedseo_tsd object
aedseo_tsd_object <- tsd(
  observed = c(100, 120, 150, 180, 220, 270),
  time = as.Date(c(
    "2023-01-01",
    "2023-01-02",
    "2023-01-03",
    "2023-01-04",
    "2023-01-05",
    "2023-01-06"
  )),
  time_interval = "day"
)

# Create a ggplot visualization for the aedseo_tsd object
plot(aedseo_tsd_object)


# Create an aedseo object
aedseo_object <- aedseo(
  tsd = aedseo_tsd_object,
  k = 3,
  level = 0.95,
  family = "quasipoisson"
)

# Create a ggplot visualization of growth rates with confidence intervals
plot(aedseo_object, linewidth = 1, alpha = 0.2)

#> Warning: Using alpha for a discrete variable is not advised.

#> Warning: Using alpha for a discrete variable is not advised.