Package: bumblebee 0.1.0

bumblebee: Quantify Disease Transmission Within and Between Population Groups

A simple tool to quantify the amount of transmission of an infectious disease of interest occurring within and between population groups. 'bumblebee' uses counts of observed directed transmission pairs, identified phylogenetically from deep-sequence data or from epidemiological contacts, to quantify transmission flows within and between population groups accounting for sampling heterogeneity. Population groups might include: geographical areas (e.g. communities, regions), demographic groups (e.g. age, gender) or arms of a randomized clinical trial. See the 'bumblebee' website for statistical theory, documentation and examples <https://magosil86.github.io/bumblebee/>.

Authors:Lerato E Magosi [aut], Marc Lipsitch [aut], Lerato E Magosi [cre]

bumblebee_0.1.0.tar.gz
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bumblebee_0.1.0.tgz(r-4.4-any)bumblebee_0.1.0.tgz(r-4.3-any)
bumblebee_0.1.0.tar.gz(r-4.5-noble)bumblebee_0.1.0.tar.gz(r-4.4-noble)
bumblebee_0.1.0.tgz(r-4.4-emscripten)bumblebee_0.1.0.tgz(r-4.3-emscripten)
bumblebee.pdf |bumblebee.html
bumblebee/json (API)
NEWS

# Install 'bumblebee' in R:
install.packages('bumblebee', repos = c('https://magosil86.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/magosil86/bumblebee/issues

Datasets:

On CRAN:

epidemiologygeneticsheterogeneityphylogeneticstransmission

3.88 score 15 scripts 162 downloads 7 exports 69 dependencies

Last updated 3 years agofrom:e44b55de83. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 03 2024
R-4.5-winNOTENov 03 2024
R-4.5-linuxNOTENov 03 2024
R-4.4-winNOTENov 03 2024
R-4.4-macNOTENov 03 2024
R-4.3-winNOTENov 03 2024
R-4.3-macNOTENov 03 2024

Exports:estimate_c_hatestimate_multinom_ciestimate_p_hatestimate_prob_group_pairing_and_linkedestimate_theta_hatestimate_transmission_flows_and_ciprep_p_hat

Dependencies:backportsbase64encbslibcachemcheckmatecliclustercolorspacedata.tabledigestdplyrevaluatefansifarverfastmapfontawesomeforeignFormulafsgenericsggplot2gluegridExtragtablegtoolshighrHmischtmlTablehtmltoolshtmlwidgetsisobandjquerylibjsonliteknitrlabelinglatticelifecyclemagrittrMASSMatrixmemoisemgcvmimemunsellnlmennetpillarpkgconfigR6rappdirsRColorBrewerrlangrmarkdownrpartrstudioapisassscalesstringistringrtibbletidyselecttinytexutf8vctrsviridisviridisLitewithrxfunyaml

bumblebee: Estimate transmission flows within and between population groups accounting for sampling heterogeneity.

Rendered frombumblebee-estimate-transmission-flows-and-ci-tutotial.Rmdusingknitr::rmarkdownon Nov 03 2024.

Last update: 2021-05-08
Started: 2021-04-27

Readme and manuals

Help Manual

Help pageTopics
Observed HIV transmission pairscounts_hiv_transmission_pairs
'estimate_c_hat' Estimates probability of clusteringc_hat estimate_c_hat estimate_c_hat.default estim_c_hat est_c_hat
'estimate_multinom_ci' Estimates confidence intervals for transmission flowsestimate_multinom_ci estimate_multinom_ci.default estim_multinom_ci est_multinom_ci
'estimate_p_hat' Estimates probability of linkage between two individualsestimate_p_hat estimate_p_hat.default estim_p_hat est_p_hat phat p_hat
'estimate_prob_group_pairing_and_linked' Estimates joint probability of linkageestimate_prob_group_pairing_and_linked estimate_prob_group_pairing_and_linked.default prob_group_pairing_and_linked
'estimate_theta_hat' Estimates conditional probability of linkage (transmission flows)estimate_theta_hat estimate_theta_hat.default estim_theta_hat est_theta_hat theta_hat
'estimate_transmission_flows_and_ci' Estimates transmission flows and corresponding confidence intervalsestimate_transmission_flows_and_ci estimate_transmission_flows_and_ci.default flows_and_ci
Estimated HIV transmission flowsestimated_hiv_transmission_flows
'prep_p_hat' Prepares input data to estimate 'p_hat'pp prep_phat prep_p_hat prep_p_hat.default
Sampling fequencysampling_frequency