Description Usage Arguments Value Examples

Constructor for Gaussian Mixture Data

1 |

`sample` |
A data frame with 3 variables: |

`dictionary` |
A data frame with 3 variables: |

An object of class `gmd`

, which is effectively a list
with 2 components: `sample`

and `dictionary`

, as described by the
input arguments.

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 | ```
N <- 100
M <- 4
w <- matrix(runif(N * M), N, M)
w <- w / rowSums(w)
s <- tidyr::crossing(
observation = paste0("O", 1:N),
component = paste0("C", 1:M)
) %>%
dplyr::mutate(mixing = as.numeric(t(w)))
d <- tibble::tibble(
component = paste0("C", 1:M),
mean = numeric(M),
precision = 1:M
)
x <- gmd(s, d)
``` |

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