Optimal Stratification of Sampling Frames for Multipurpose Sampling Surveys

adjustSize | Adjustment of the sample size in case it is externally given |

aggStrata2 | Builds the "strata" dataframe containing information on... |

aggStrataSpatial | Builds the "strata" dataframe containing information on... |

assignStrataLabel | Function to assign the optimized strata labels |

bethel | Multivariate optimal allocation |

buildFrameDF | Builds the "sampling frame" dataframe from a dataset... |

buildFrameSpatial | Builds the "sampling frame" dataframe from a dataset... |

buildStrataDF | Builds the "strata" dataframe containing information on... |

buildStrataDFSpatial | Builds the "strata" dataframe containing information on... |

checkInput | Checks the inputs to the package: dataframes "errors",... |

computeGamma | Function that allows to calculate a heteroscedasticity index,... |

errors | Precision constraints (maximum CVs) as input for Bethel... |

evalSolution | Evaluation of the solution produced by the function... |

expected_CV | Expected coefficients of variation of target variables Y |

KmeansSolution | Initial solution obtained by applying kmeans clustering of... |

KmeansSolution2 | Initial solution obtained by applying kmeans clustering of... |

KmeansSolutionSpatial | Initial solution obtained by applying kmeans clustering of... |

nations | Dataset 'nations' |

optimizeStrata | Best stratification of a sampling frame for multipurpose... |

optimizeStrata2 | Best stratification of a sampling frame for multipurpose... |

optimizeStrataSpatial | Best stratification of a sampling frame for multipurpose... |

optimStrata | Optimization of the stratification of a sampling frame given... |

plotSamprate | Plotting sampling rates in the different strata for each... |

plotStrata2d | Plot bivariate distibutions in strata |

prepareSuggestion | Prepare suggestions for optimization with method =... |

selectSample | Selection of a stratified sample from the frame with srswor... |

selectSampleSystematic | Selection of a stratified sample from the frame with... |

strata | Dataframe containing information on strata in the frame |

summaryStrata | Information on strata structure |

swisserrors | Precision constraints (maximum CVs) as input for Bethel... |

swissframe | Dataframe containing information on all units in the... |

swissmunicipalities | The Swiss municipalities population |

swissstrata | Dataframe containing information on strata in the swiss... |

tuneParameters | Execution and compared evaluation of optimization runs |

updateFrame | Updates the initial frame on the basis of the optimized... |

updateStrata | Assigns new labels to atomic strata on the basis of the... |

var.bin | Allows to transform a continuous variable into a categorical... |

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