Area-Frame and Dual-Frame Survey Design under Real Field Cost

Design of agricultural and other area-frame and dual-frame (area plus list) sample surveys that go to the field, with the real cost of field work (travel between sampling units plus interviews) next to the variance of the design-based estimator. Travel matrices from coordinates or a road network; GRASP routing of the field work for one or several teams; stratified spatially balanced (local pivotal) or spatially ordered systematic selection of segments with interpenetrating replicates; points inside segments with multiplicity (expected-hits) estimation; closed, open and weighted segment estimators; Horvitz-Thompson estimation with local-mean or replicate variances; cost-aware allocation across strata, Hartley's dual-frame allocation with an overlap, and two-stage allocation with a cost function; and the cost-variance frontier of a design by simulation. The computational engine is the Rust crate 'fieldopt-core'.


Reference manual

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install.packages("fieldopt")

0.1.0 by André Leite, 5 hours ago


https://castlaboratory.github.io/fieldopt/, https://github.com/castlaboratory/fieldopt


Report a bug at https://github.com/castlaboratory/fieldopt/issues


Browse source code at https://github.com/cran/fieldopt


Authors: André Leite [aut, cre] , Raydonal Ospina [aut] , Cristiano Ferraz [aut] , The authors of the dependency Rust crates [ctb] (see inst/AUTHORS file for details)


Documentation:   PDF Manual  


GPL (>= 3) license


Imports cli, generics, ggplot2, rlang, stats, tibble

Suggests arrow, BalancedSampling, dplyr, highs, knitr, osrm, purrr, Matrix, rmarkdown, sf, survey, testthat, tidyr, vrpr

System requirements: Cargo (Rust's package manager), rustc >= 1.70.0, xz


See at CRAN