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zandjyo committed Oct 25, 2024
1 parent 512d9b3 commit e156b26
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74,460 changes: 74,460 additions & 0 deletions 2024_ASSESSMENT/AGING_ERROR_BIAS/PCod all ages 2000 to 2023 Barbeaux AGE3.csv

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114 changes: 114 additions & 0 deletions 2024_ASSESSMENT/AGING_ERROR_BIAS/Running_agingerror.r
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## splined aging error
data<-AgeingError:::CreateData("dataBoth10.dat", NDataSet = 1, verbose = TRUE, EchoFile = "data_echo.out")
PCOD_spline <- AgeingError:::CreateSpecs("spline5.spc", DataSpecs = data,verbose = TRUE)

PCOD_spline <- AgeingError::DoApplyAgeError(
Species = "Pcod",
DataSpecs = data,
ModelSpecsInp = PCOD_spline,
AprobWght = 1e-06,
SlopeWght = 0.01,
SaveDir = "Results_spline",
verbose = TRUE
)


PCOD_spline_out <- AgeingError:::ProcessResults(Species = "Pcod", SaveDir = "Results_spline", CalcEff = TRUE, verbose = FALSE)

## linear aging error
data<-AgeingError:::CreateData("dataBoth10.dat", NDataSet = 1, verbose = TRUE, EchoFile = "data_echo.out")
PCOD_linear <- AgeingError:::CreateSpecs("linear.spc", DataSpecs = data,verbose = TRUE)

PCOD_linear <- AgeingError::DoApplyAgeError(
Species = "Pcod",
DataSpecs = data,
ModelSpecsInp = PCOD_linear,
AprobWght = 1e-06,
SlopeWght = 0.01,
SaveDir = "Results_linear",
verbose = TRUE
)


PCOD_linear_out <- AgeingError:::ProcessResults(Species = "Pcod", SaveDir = "Results_linear", CalcEff = TRUE, verbose = FALSE)


## splined aging error w/bias
data<-AgeingError:::CreateData("dataREREADS.dat", NDataSet = 1, verbose = TRUE, EchoFile = "data_echo.out")
PCOD_spline_bias <- AgeingError:::CreateSpecs("spline5_bias.spc", DataSpecs = data,verbose = TRUE)

PCOD_spline <- AgeingError::DoApplyAgeError(
Species = "Pcod",
DataSpecs = data,
ModelSpecsInp = PCOD_spline_bias,
AprobWght = 1e-06,
SlopeWght = 0.01,
SaveDir = "Results_spline_bias",
verbose = TRUE
)


PCOD_spline_bias_out <- AgeingError:::ProcessResults(Species = "Pcod", SaveDir = "Results_spline_bias", CalcEff = TRUE, verbose = FALSE)






## splined aging error w/bias
data<-AgeingError:::CreateData("dataREREADS.dat", NDataSet = 1, verbose = TRUE, EchoFile = "data_echo.out")
PCOD_linear_bias <- AgeingError:::CreateSpecs("linear_bias.spc", DataSpecs = data,verbose = TRUE)

PCOD_spline <- AgeingError::DoApplyAgeError(
Species = "Pcod",
DataSpecs = data,
ModelSpecsInp = PCOD_linear_bias,
AprobWght = 1e-06,
SlopeWght = 0.01,
SaveDir = "Results_linear_bias",
verbose = TRUE
)


PCOD_linear_bias_out <- AgeingError:::ProcessResults(Species = "Pcod", SaveDir = "Results_linear_bias", CalcEff = TRUE, verbose = FALSE)












age_dat<-data.table(read.csv('paired_age_readings.csv'))
x=ageing_comparison(xvec=age_dat$read_age, yvec=age_dat$test_age, scale.pts = 0.75,
col.pts = grDevices::heat.colors(100, alpha = .4),
col.hist = grDevices::rgb(0, 0, .5, alpha = .7),
counts = TRUE, maxage = 14,
hist = F, hist.frac = .1,
xlab = "Age reader 1",
ylab = "Age reader 2",
title = NULL,
png = FALSE,
filename = "ageing_comparison.png",
SaveFile = NULL,
verbose = TRUE)


x=ageing_comparison(xvec=f3$Second_Age, yvec=f3$Final_Age, scale.pts = 0.75,
col.pts = grDevices::heat.colors(100, alpha = .4),
col.hist = grDevices::rgb(0, 0, .5, alpha = .7),
counts = TRUE, maxage = 14,
hist = F, hist.frac = .1,
xlab = "2018 Read",
ylab = "2004 Read",
title = NULL,
png = FALSE,
filename = "ageing_comparison.png",
SaveFile = NULL,
verbose = TRUE)
4,772 changes: 4,772 additions & 0 deletions 2024_ASSESSMENT/AGING_ERROR_BIAS/Stark_rereads.csv

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97 changes: 97 additions & 0 deletions 2024_ASSESSMENT/AGING_ERROR_BIAS/processing.r
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data2<-AgeingError:::CreateData("dataBSAll.dat", NDataSet = 1, verbose = TRUE, EchoFile = "dataAll_echo.out")

PCOD2_spc <- AgeingError:::CreateSpecs("control3.spc", DataSpecs = data2,verbose = TRUE)


PCOD2_mod <- AgeingError::DoApplyAgeError(
Species = "Pcod",
DataSpecs = data2,
ModelSpecsInp = PCOD2_spc,
AprobWght = 1e-06,
SlopeWght = 0.01,
SaveDir = "ResultsBS10_Spline",
verbose = TRUE
)



PCOD2_out <- AgeingError:::ProcessResults(Species = "Pcod", SaveDir = "ResultsBS10_Spline", CalcEff = TRUE, verbose = FALSE)












data1<-AgeingError:::CreateData("dataBoth10.dat", NDataSet = 1, verbose = TRUE, EchoFile = "data1_echo.out")

PCOD1_spc <- AgeingError:::CreateSpecs("control3.spc", DataSpecs = data1,verbose = TRUE)


PCOD1_mod <- AgeingError::DoApplyAgeError(
Species = "Pcod",
DataSpecs = data1,
ModelSpecsInp = PCOD1_spc,
AprobWght = 1e-06,
SlopeWght = 0.01,
SaveDir = "ResultsBoth_Linear",
verbose = TRUE
)



PCOD1_out <- AgeingError:::ProcessResults(Species = "Pcod", SaveDir = "ResultsBoth_Linear", CalcEff = TRUE, verbose = FALSE)


## 2000-2007 data aging error


data2000<-AgeingError:::CreateData("data2000.dat", NDataSet = 1, verbose = TRUE, EchoFile = "data2000_echo.out")

PCOD2000_spc <- AgeingError:::CreateSpecs("control2.spc", DataSpecs = data2000,verbose = TRUE)


PCOD2000_mod <- AgeingError::DoApplyAgeError(
Species = "Pcod",
DataSpecs = data2000,
ModelSpecsInp = PCOD2000_spc,
AprobWght = 1e-06,
SlopeWght = 0.01,
SaveDir = "Results2000",
verbose = TRUE
)


PCOD2000_out <- AgeingError:::ProcessResults(Species = "Pcod", SaveDir = "Results2000", CalcEff = TRUE, verbose = FALSE)



## 2007-2023 data aging error


data2007<-AgeingError:::CreateData("data2007.dat", NDataSet = 1, verbose = TRUE, EchoFile = "data2007_echo.out")

PCOD2007_spc <- AgeingError:::CreateSpecs("control2.spc", DataSpecs = data2007,verbose = TRUE)


PCOD2007_mod <- AgeingError::DoApplyAgeError(
Species = "Pcod",
DataSpecs = data2007,
ModelSpecsInp = PCOD2007_spc,
AprobWght = 1e-06,
SlopeWght = 0.01,
SaveDir = "Results2007",
verbose = TRUE
)


PCOD2007_out <- AgeingError:::ProcessResults(Species = "Pcod", SaveDir = "Results2007", CalcEff = TRUE, verbose = FALSE)


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