Description Usage Arguments Value Examples

Inclusion Probabilities: Stratified and Clustered Random Sampling

1 2 3 |

`strata` |
A vector of length N that indicates which stratum each unit belongs to. |

`clusters` |
A vector of length N that indicates which cluster each unit belongs to. |

`prob` |
Use for a design in which either floor(N_clusters_stratum*prob) or ceiling(N_clusters_stratum*prob) clusters are sampled within each stratum. The probability of being sampled is exactly prob because with probability 1-prob, floor(N_clusters_stratum*prob) clusters will be sampled and with probability prob, ceiling(N_clusters_stratum*prob) clusters will be sampled. prob must be a real number between 0 and 1 inclusive. (optional) |

`prob_unit` |
Must of be of length N. tapply(prob_unit, blocks, unique) will be passed to |

`n` |
Use for a design in which the scalar n describes the fixed number of units to sample in each stratum. This number does not vary across strata. |

`n_unit` |
Must be of length N. tapply(m_unit, blocks, unique) will be passed to |

`strata_n` |
Use for a design in which strata_n describes the number of units to sample within each stratum. |

`strata_prob` |
Use for a design in which strata_prob describes the probability of being sampled within each stratum. Differs from prob in that the probability of being sampled can vary across strata. |

`check_inputs` |
logical. Defaults to TRUE. |

A vector length N indicating the probability of being sampled.

1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 | ```
clusters <- rep(letters, times = 1:26)
strata <- rep(NA, length(clusters))
strata[clusters %in% letters[1:5]] <- "stratum_1"
strata[clusters %in% letters[6:10]] <- "stratum_2"
strata[clusters %in% letters[11:15]] <- "stratum_3"
strata[clusters %in% letters[16:20]] <- "stratum_4"
strata[clusters %in% letters[21:26]] <- "stratum_5"
table(strata, clusters)
probs <- strata_and_cluster_rs_probabilities(strata = strata,
clusters = clusters)
table(probs, strata)
table(probs, clusters)
probs <- strata_and_cluster_rs_probabilities(clusters = clusters,
strata = strata,
prob = .5)
table(probs, clusters)
table(probs, strata)
probs <- strata_and_cluster_rs_probabilities(clusters = clusters,
strata = strata,
strata_n = c(2, 3, 2, 3, 2))
table(probs, clusters)
table(probs, strata)
probs <- strata_and_cluster_rs_probabilities(clusters = clusters,
strata = strata,
strata_prob = c(.1, .2, .3, .4, .5))
table(probs, clusters)
table(probs, strata)
``` |

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