GenEst1.4.9 package

Generalized Mortality Estimator

aicc.cpm

Extract AIC and AICc for a carcass persistence model

aicc.cpmSet

Create the AICc tables for a set of carcass persistence models

aicc.cpmSetSize

Create the AICc tables for a list of sets of searcher efficiency model...

aicc.pkm

extract AICc value from pkm object

aicc.pkmSet

Create the AICc tables for a set of searcher efficiency models

aicc.pkmSetSize

Create the AICc tables for a list of sets of searcher efficiency model...

aicc.pkmSize

Create the AICc tables for a list of sets of searcher efficiency model...

aicc

Generic S3 function for summarizing AICc

app_content

GenEst Information

app_download_functions

GenEst app download funtions

app_msg_functions

GenEst App Messages

app_output_utilities

app utilities for formatting text, tables, figs, etc. for display

app_panels

app panel utility functions

app_server

The GenEst server definition function

app_ui

Create the GenEst User Interface HTML

app_ui_utilities

HTML parameters

app_utilities

app utilities

app_widgets

Create and manage widgets for data input, function execution, data out...

averageSS

Tabulate an average search schedule from a multi-unit SS data table

calcg

Calculate detection probability for given SE and CP parameters and sea...

calcRate

Estimate the number of fatalities in each search interval throughout t...

calcSplits

Estimate the number of fatalities by up to two splitting covariates

calcTsplit

Estimate the number of fatalities by time interval

checkComponents

Check for model components

checkDate

Checks whether a vector of data can be interpreted as dates

checkSpecificModelCP

Error check a specific model selection for a CP plot

checkSpecificModelSE

Error check a specific model selection for an SE plot

CO_DWP

Associate CO carcasses with appropriate DWP values (by unit and carcas...

combinePreds

Combine predictors

combinePredsAcrossModels

Combine predictors across models

countCarcs

Count the minimum number of carcasses in the cells

CPcols

Produce a named vector of standard CP plot colors

CPdistOptions

Produce the options for the distributions in the CP model

cpLogLik

Calculate the negative log-likelihood of a carcass persistence model

cpm

Fit cp carcass persistence models

cpmCPCellPlot

Plot cell-specific decay curve for carcass persistence

cpmFail

Check if a CP model is well-fit

cpmSetFail

Check if cpm models fail

cpmSetFailRemove

Remove failed cpm models from a cpmSet object

cpmSetSizeFail

Check if all of the cpm models fail

cpmSetSizeFailRemove

Remove failed cpm models from a cpmSetSize object

cpmSetSpecCPCellPlot

Plot cell-specific decay curve for carcass persistence

dateCols

Select the date columns from a data table

dateToDay

Calculate day of study from calendar date

defineUnitCol

Auto-parsing to find the name of the unit column (unitCol)

desc

Descriptive statistics for a fitted CP model

dlModTabSE

Create the download version of the Searcher Efficiency model table

DWPCols

Select the DWP-ok columns from a data table

dwpm

Fit density-weighted proportion (DWP) models.

estg

Estimate all carcass-level detection rates and arrival intervals

estgGeneric

Estimate generic g

estgGenericSize

Estimate generic detection probability for multiple carcass classes

estM

Estimate mortality

expandModelSetCP

Expand a CP model set for plotting

GenEst

Generalized estimation of mortality

logit

Compute the logit or anti-logit

ltranspose

Transpose a list of arrays

model_utility_functions

model utility functions (not exported)

obsCols_fta

Select the columns from a data table that could be CP First Time Absen...

obsCols_ltp

Select the columns from a data table that could be CP Last Time Presen...

obsCols_SE

Select the columns from a data table that could be SE observations

pkLogLik

Calculate the negative log-likelihood of a searcher efficiency model

pkm

Fit pk searcher efficiency models.

pkmFail

Check if a pk model is well-fit

pkmParamPlot

Plot parameter box plots for each cell for either p or k

pkmSECellPlot

Plot cell-specific decay curve for searcher efficiency

pkmSetAllFail

Check if all of the pkm models fail within a given set

pkmSetFail

Check if pkm models fail

pkmSetFailRemove

Remove failed pkm models from a pkmSet object

pkmSetSizeFail

Check if all of the pkm models fail

pkmSetSizeFailRemove

Remove failed pkm models from a pkmSetSize object

pkmSetSpecParamPlot

p or k box plots for an SE model set

pkmSetSpecSECellPlot

Plot cell-specific decay curve for searcher efficiency for a specific ...

pllogis

The CDF of the loglogistic distribution

plot.cpm

Plot results of a single CP model

plot.cpmSet

Plot results of a set of CP models

plot.estM

Plot total mortality estimation

plot.gGeneric

Plot results of a single generic ghat estimation

plot.gGenericSize

Plot results of a set of size-based generic ghat estimations

plot.pkm

Plot results of a single pk model

plot.pkmSet

Plot results of a set of SE models

plot.splitFull

Plot summary statistics for splits of mortality estimates

plot.splitSummary

Plot summary statistics for splits of mortality estimates

plotCPCells

Plot the cellwise results of a single model in a set of CP models

plotCPFigure

Plot results of a single CP model in a set

plotCPHeader

The CP plot header

plotSEBoxPlots

p and k box plots for an SE model set

plotSEBoxTemplate

template box plot

plotSECells

Plot the cellwise results of a single model in a set of SE models

plotSEFigure

Plot results of a single SE model in a set

plotSEHeader

The SE plot header

ppersist

Calculate the probability of persistence to detection

predsCols

Select the predictor-ok columns from a data table

prepPredictors

Prepare predictors based on inputs

prepSS

Create search schedule data into an prepSS object for convenient split...

prettyModTabCP

Create the pretty version of the Carcass Persistence model table

prettyModTabSE

Create the pretty versions of model and summary tables

prettySplitTab

Create the pretty version of the split summary table

print.cpm

Print a cpm model object

print.pkm

Print a pkm model object

qpk

Quantiles of marginal distributions of p^\hat{p} and k^\hat{k}

rcp

Simulate parameters from a fitted cp model

rdwp

Simulate parameters from a fitted dwp model

readCSV

Read in csv files in either format

refMod

Return the model with the greatest log-likelihood

removeCols

Remove selected columns from column names

rpk

Simulate parameters from a fitted pk model

runGenEst

Launch the GenEst Application

SEboxes

Produce boxplots p and/or k for all cells for reference model and ...

SEcols

Produce a named vectory with standard SE plot colors

SEfig

Plot results of a single SE model in a set

SEpanel

Produce a single panel in an SE summary/diagnostic plot

SEsi

Calculate decayed searcher efficiency

SEsi_left

Calculate conditional probability of observation at a search

SEsi_right

Calculate conditional probability of observation after a series of sea...

SEsi0

Calculate decayed searcher efficiency for a single pk

simpleMplot

Plot a total mortality estimation for a simple situation

sizeCols

Select the potential carcass class columns from a data table

summary.estM

Summarize total mortality estimation

summary.gGeneric

Summarize the gGeneric list to a simple table

summary.gGenericSize

Summarize the gGenericSize list to a list of simple tables

summary.splitFull

Summarize results of mortality estimate splits

tidyModelSetCP

Tidy a CP model set

tidyModelSetSE

Tidy an SE model set

transposeSplits

Transpose a splitFull array (preserving attributes)

trimSetSize

Trim a Model-Set-Size Complex to a Single Model Per Size

update_input

Update the inputs when an event occurs

update_output

Update the outputs when an event occurs

update_rv

Update the reactive value list when an event occurs

Command-line and 'shiny' GUI implementation of the GenEst models for estimating bird and bat mortality at wind and solar power facilities, following Dalthorp, et al. (2018) <doi:10.3133/tm7A2>.

  • Maintainer: Daniel Dalthorp
  • License: CC0
  • Last published: 2023-05-25