```
# binary/binary example
obs<- round(runif(100))
pred<- round(runif(100))
# binary/binary example
# Finley tornado data.
obs<- c(28, 72, 23, 2680)
A<- verify(obs, pred = NULL, frcst.type = "binary", obs.type = "binary")
summary(A)
# categorical/categorical example
# creates a simulated 5 category forecast and observation.
obs <- round(runif(100, 1,5) )
pred <- round(runif(100, 1,5) )
A<- verify(obs, pred, frcst.type = "cat", obs.type = "cat" )
summary(A)
# probabilistic/ binary example
pred<- runif(100)
A<- verify(obs, pred, frcst.type = "prob", obs.type = "binary")
summary(A)
# continuous/ continuous example
obs<- rnorm(100)
pred<- rnorm(100)
baseline <- rnorm(100, sd = 0.5)
A<- verify(obs, pred, baseline = baseline, frcst.type = "cont", obs.type = "cont")
summary(A)
```

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