{
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  "Package": "MQMF",
  "Title": "Modelling and Quantitative Methods in Fisheries",
  "Version": "0.1.5",
  "Date": "2023-09-06",
  "Authors@R": "person(\"Malcolm\",\"Haddon\", email = \"malcolm.haddon@gmail.com\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0001-6971-7585\"))",
  "Description": "Complements the book \"Using R for Modelling and\nQuantitative Methods in Fisheries\" ISBN 9780367469894,\npublished in 2021 by Chapman & Hall in their \"Using R series\".\nThere are numerous functions and data-sets that are used in the\nbook's many practical examples.",
  "URL": "https://github.com/haddonm/MQMF/",
  "License": "GPL-3",
  "Encoding": "UTF-8",
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  "RoxygenNote": "7.2.3",
  "NeedsCompilation": "no",
  "Language": "en-US",
  "Repository": "https://haddonm.r-universe.dev",
  "Date/Publication": "2023-09-06 00:50:58 UTC",
  "RemoteUrl": "https://github.com/haddonm/mqmf",
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  "Packaged": {
    "Date": "2026-05-28 10:25:45 UTC",
    "User": "root"
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  "Author": "Malcolm Haddon [aut, cre] (ORCID:\n<https://orcid.org/0000-0001-6971-7585>)",
  "Maintainer": "Malcolm Haddon <malcolm.haddon@gmail.com>",
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  "_published": "2026-05-28T10:31:19.750Z",
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    "author": "Malcolm Haddon <malcolm.haddon@gmail.com>",
    "committer": "Malcolm Haddon <malcolm.haddon@gmail.com>",
    "message": "Final version before resubmission to CRAN. No EWN\n",
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  "_topics": [
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    "fisheries",
    "haddon",
    "quantitative-methods",
    "uncertainty"
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  "_exports": [
    "%ni%",
    "addcontours",
    "addlnorm",
    "addnorm",
    "aicbic",
    "altnegLL",
    "bce",
    "bh",
    "bracket",
    "calcprior",
    "chapter2",
    "chapter3",
    "chapter4",
    "chapter5",
    "chapter6",
    "chapter7",
    "countgtone",
    "countgtzero",
    "countNAs",
    "countones",
    "countzeros",
    "discretelogistic",
    "do_MCMC",
    "domed",
    "fabens",
    "facttonum",
    "fitSPM",
    "freqMean",
    "getlag",
    "getmax",
    "getmin",
    "getMSY",
    "getname",
    "getrmse",
    "getseed",
    "getsingle",
    "gettime",
    "getvector",
    "Gz",
    "halftable",
    "inthist",
    "invl",
    "iscol",
    "likeratio",
    "linter",
    "logist",
    "magnitude",
    "makelabel",
    "mature",
    "mm",
    "mnnegLL",
    "negLL",
    "negLL1",
    "negLLM",
    "negLLP",
    "negNLL",
    "negnormL",
    "outfit",
    "panel.cor",
    "parasympt",
    "parset",
    "parsyn",
    "penalty0",
    "penalty1",
    "plot1",
    "plotfishM",
    "plotlag",
    "plotprep",
    "plotprofile",
    "plotproj",
    "plotspmdat",
    "plotspmmod",
    "predfreq",
    "printV",
    "properties",
    "quants",
    "removeEmpty",
    "ricker",
    "robustSPM",
    "setpalette",
    "simpspm",
    "simpspmM",
    "spm",
    "spmboot",
    "spmCE",
    "spmphaseplot",
    "spmproj",
    "spmprojDet",
    "srug",
    "ssq",
    "summspm",
    "uphist",
    "vB",
    "which.closest"
  ],
  "_datasets": [
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      "name": "abdat",
      "title": "abdat A list of fishery data for blacklip abalone",
      "object": "abdat",
      "class": [
        "data.frame"
      ],
      "fields": [
        "year",
        "catch",
        "cpue"
      ],
      "rows": 24,
      "table": true,
      "tojson": true
    },
    {
      "name": "blackisland",
      "title": "blackisland tagging data from a blacklip abalone population",
      "object": "blackisland",
      "class": [
        "data.frame"
      ],
      "fields": [
        "dt",
        "l1",
        "l2",
        "dl"
      ],
      "rows": 108,
      "table": true,
      "tojson": true
    },
    {
      "name": "dataspm",
      "title": "dataspm A data.frame of fisheries catch and cpue data",
      "object": "dataspm",
      "class": [
        "data.frame"
      ],
      "fields": [
        "year",
        "catch",
        "cpue",
        "records",
        "geom"
      ],
      "rows": 31,
      "table": true,
      "tojson": true
    },
    {
      "name": "LatA",
      "title": "LatA Simulated length-at-age for 358 female fish",
      "object": "LatA",
      "class": [
        "data.frame"
      ],
      "fields": [
        "age",
        "length"
      ],
      "rows": 358,
      "table": true,
      "tojson": true
    },
    {
      "name": "minnow",
      "title": "minnow contains weekly growth data for use with seasonal growth curves",
      "object": "minnow",
      "class": [
        "data.frame"
      ],
      "fields": [
        "week",
        "length"
      ],
      "rows": 55,
      "table": true,
      "tojson": true
    },
    {
      "name": "npf",
      "title": "npf fishery catch data from Northern Prawn Fishery 1970-1992",
      "object": "npf",
      "class": [
        "data.frame"
      ],
      "fields": [
        "year",
        "banana",
        "tiger",
        "endeavour",
        "king",
        "boats",
        "boatday"
      ],
      "rows": 23,
      "table": true,
      "tojson": true
    },
    {
      "name": "pttuna",
      "title": "pttuna is yellowfin tuna fishery data from Pella-Tomlinson 1969",
      "object": "pttuna",
      "class": [
        "data.frame"
      ],
      "fields": [
        "year",
        "catch",
        "effort",
        "cpue"
      ],
      "rows": 34,
      "table": true,
      "tojson": true
    },
    {
      "name": "schaef",
      "title": "schaef is yellowfin tuna fishery data from Schaefer 1957",
      "object": "schaef",
      "class": [
        "data.frame"
      ],
      "fields": [
        "year",
        "catch",
        "effort",
        "cpue"
      ],
      "rows": 22,
      "table": true,
      "tojson": true
    },
    {
      "name": "tasab",
      "title": "tasab is a matrix of abalone maturity-at-length data",
      "object": "tasab",
      "class": [
        "data.frame"
      ],
      "fields": [
        "site",
        "sex",
        "length",
        "mature"
      ],
      "rows": 715,
      "table": true,
      "tojson": true
    },
    {
      "name": "tigers",
      "title": "tigers is tiger prawn recruitment data from Penn & Caputi 1986",
      "object": "tigers",
      "class": [
        "data.frame"
      ],
      "fields": [
        "Spawn",
        "Recruit"
      ],
      "rows": 14,
      "table": true,
      "tojson": true
    },
    {
      "name": "twoindex",
      "title": "twoindex has orange roughy catches with hypothetical cpue",
      "object": "twoindex",
      "class": [
        "data.frame"
      ],
      "fields": [
        "year",
        "catch",
        "cpue1",
        "cpue2"
      ],
      "rows": 35,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "grapes-ni-grapes",
      "title": "'%ni%' identifies which element in x is NOT in y",
      "topics": [
        "%ni%"
      ]
    },
    {
      "page": "abdat",
      "title": "abdat A list of fishery data for blacklip abalone",
      "topics": [
        "abdat"
      ]
    },
    {
      "page": "addcontours",
      "title": "addcontours simplifies adding contours to an xy plot of points",
      "topics": [
        "addcontours"
      ]
    },
    {
      "page": "addlnorm",
      "title": "addlnorm estimates a log-normal distribution from output of hist",
      "topics": [
        "addlnorm"
      ]
    },
    {
      "page": "addnorm",
      "title": "addnorm adds a normal distribution to a histogram of a data set.",
      "topics": [
        "addnorm"
      ]
    },
    {
      "page": "aicbic",
      "title": "aicbic returns the AIC and BIC for a given model",
      "topics": [
        "aicbic"
      ]
    },
    {
      "page": "altnegLL",
      "title": "altnegLL calculate the Normal negative log-likelihood",
      "topics": [
        "altnegLL"
      ]
    },
    {
      "page": "bce",
      "title": "bce Baranov catch equation",
      "topics": [
        "bce"
      ]
    },
    {
      "page": "bh",
      "title": "bh represents one version of Beverton-Holt recruitment",
      "topics": [
        "bh"
      ]
    },
    {
      "page": "blackisland",
      "title": "blackisland tagging data from a blacklip abalone population",
      "topics": [
        "blackisland"
      ]
    },
    {
      "page": "bracket",
      "title": "bracket bounds a value on the x-axis and y-axis",
      "topics": [
        "bracket"
      ]
    },
    {
      "page": "calcprior",
      "title": "calcprior return the sum of a vector of constant values as priors",
      "topics": [
        "calcprior"
      ]
    },
    {
      "page": "chapter2",
      "title": "chapter2 The 15 R-code chunks from A Non-Introduction to R",
      "topics": [
        "chapter2"
      ]
    },
    {
      "page": "chapter3",
      "title": "chapter3 The 27 R-code chunks from Simple Population Models",
      "topics": [
        "chapter3"
      ]
    },
    {
      "page": "chapter4",
      "title": "chapter4 The 47 R-code chunks from Model Parameter Estimation",
      "topics": [
        "chapter4"
      ]
    },
    {
      "page": "chapter5",
      "title": "chapter5 The 23 R-code chunks from Static Models",
      "topics": [
        "chapter5"
      ]
    },
    {
      "page": "chapter6",
      "title": "chapter6 The 53 R-code chunks from On Uncertainty",
      "topics": [
        "chapter6"
      ]
    },
    {
      "page": "chapter7",
      "title": "chapter7 The 67 R-code chunks from Surplus Production Models",
      "topics": [
        "chapter7"
      ]
    },
    {
      "page": "countgtOne",
      "title": "countgtone used in apply to count the number > 1 in a vector",
      "topics": [
        "countgtone"
      ]
    },
    {
      "page": "countgtzero",
      "title": "countgtzero used in apply to count numbers > zero in a vector",
      "topics": [
        "countgtzero"
      ]
    },
    {
      "page": "countNAs",
      "title": "countNAs used in apply to count the number of NAs in a vector",
      "topics": [
        "countNAs"
      ]
    },
    {
      "page": "countones",
      "title": "countones used in apply to count the number of ones in a vector",
      "topics": [
        "countones"
      ]
    },
    {
      "page": "countzeros",
      "title": "countzeros used in apply to count the number of zeros in a vector",
      "topics": [
        "countzeros"
      ]
    },
    {
      "page": "dataspm",
      "title": "dataspm A data.frame of fisheries catch and cpue data",
      "topics": [
        "dataspm"
      ]
    },
    {
      "page": "discretelogistic",
      "title": "discretelogistic example and figure 3.2 Discrete logistic model",
      "topics": [
        "discretelogistic"
      ]
    },
    {
      "page": "do_MCMC",
      "title": "do_MCMC conducts an MCMC using Gibbs within Metropolis",
      "topics": [
        "do_MCMC"
      ]
    },
    {
      "page": "domed",
      "title": "domed calculates domed selectivity curves",
      "topics": [
        "domed"
      ]
    },
    {
      "page": "fabens",
      "title": "fabens calculates predicted growth increment for tagging data",
      "topics": [
        "fabens"
      ]
    },
    {
      "page": "facttonum",
      "title": "facttonum converts a vector of numeric factors into numbers",
      "topics": [
        "facttonum"
      ]
    },
    {
      "page": "fitSPM",
      "title": "fitSPM fits a surplus production model",
      "topics": [
        "fitSPM"
      ]
    },
    {
      "page": "freqMean",
      "title": "freqMean calculates the mean and stdev of count data",
      "topics": [
        "freqMean"
      ]
    },
    {
      "page": "getlag",
      "title": "getlag is used to look for the response of cpue to previous catches",
      "topics": [
        "getlag"
      ]
    },
    {
      "page": "getmax",
      "title": "getmax can be used to define the upper bound for a plot",
      "topics": [
        "getmax"
      ]
    },
    {
      "page": "getmin",
      "title": "getmin can be used to define the lower bound for a plot",
      "topics": [
        "getmin"
      ]
    },
    {
      "page": "getMSY",
      "title": "getMSY calculates the MSY for the Polacheck et al 1993 equation",
      "topics": [
        "getMSY"
      ]
    },
    {
      "page": "getname",
      "title": "getname returns the name of a variable as character",
      "topics": [
        "getname"
      ]
    },
    {
      "page": "getrmse",
      "title": "getrmse calculates the rmse of the input 'invar' series",
      "topics": [
        "getrmse"
      ]
    },
    {
      "page": "getseed",
      "title": "getseed generates a random number seed",
      "topics": [
        "getseed"
      ]
    },
    {
      "page": "getsingle",
      "title": "getsingle extracts one number from an input line of characters",
      "topics": [
        "getsingle"
      ]
    },
    {
      "page": "gettime",
      "title": "gettime calculates time in seconds passed each day",
      "topics": [
        "gettime"
      ]
    },
    {
      "page": "getvector",
      "title": "getvector extracts a vector of numbers from a line of characters",
      "topics": [
        "getvector"
      ]
    },
    {
      "page": "Gz",
      "title": "Gz calculates predicted Gompertz length-at-age growth curve",
      "topics": [
        "Gz"
      ]
    },
    {
      "page": "halftable",
      "title": "halftable halves the height of a tall narrow data.frame for printing",
      "topics": [
        "halftable"
      ]
    },
    {
      "page": "inthist",
      "title": "inthist a replacement for the hist function for use with integers",
      "topics": [
        "inthist"
      ]
    },
    {
      "page": "invl",
      "title": "invl calculates growth increments for the inverse logistic",
      "topics": [
        "invl"
      ]
    },
    {
      "page": "iscol",
      "title": "incol is a utility to determine if a column is present in a matrix",
      "topics": [
        "iscol"
      ]
    },
    {
      "page": "LatA",
      "title": "LatA Simulated length-at-age for 358 female fish",
      "topics": [
        "LatA"
      ]
    },
    {
      "page": "likeratio",
      "title": "likeratio conducts a likelihood ratio test",
      "topics": [
        "likeratio"
      ]
    },
    {
      "page": "linter",
      "title": "linter finds a value in a series using its location in another",
      "topics": [
        "linter"
      ]
    },
    {
      "page": "logist",
      "title": "logist Logistic selectivity function",
      "topics": [
        "logist"
      ]
    },
    {
      "page": "magnitude",
      "title": "magnitude returns the magnitude of numbers in base 10",
      "topics": [
        "magnitude"
      ]
    },
    {
      "page": "makelabel",
      "title": "makelabel generates a label from text and values",
      "topics": [
        "makelabel"
      ]
    },
    {
      "page": "mature",
      "title": "mature alternative logistic function commonly used for maturity",
      "topics": [
        "mature"
      ]
    },
    {
      "page": "minnow",
      "title": "minnow contains weekly growth data for use with seasonal growth curves",
      "topics": [
        "minnow"
      ]
    },
    {
      "page": "mm",
      "title": "mm calculates the predicted Michaelis-Menton length-at-age",
      "topics": [
        "mm"
      ]
    },
    {
      "page": "mnnegLL",
      "title": "mnnegLL generic multinomial negative log-likelihoods",
      "topics": [
        "mnnegLL"
      ]
    },
    {
      "page": "negLL",
      "title": "negLL calculate log-normal log-likelihoods",
      "topics": [
        "negLL"
      ]
    },
    {
      "page": "negLL1",
      "title": "negLL1 calculate log-normal log-likelihoods with a penalty",
      "topics": [
        "negLL1"
      ]
    },
    {
      "page": "negLLM",
      "title": "negLLM -ve log-normal likelihoods for multiple index time-series",
      "topics": [
        "negLLM"
      ]
    },
    {
      "page": "negLLP",
      "title": "negLLP -ve log-likelihood for normally distributed variables",
      "topics": [
        "negLLP"
      ]
    },
    {
      "page": "negNLL",
      "title": "negNLL -ve log-likelihood for normally distributed variables",
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      "page": "negnormL",
      "title": "negnormL an alternative -log-likelihood for normal errors",
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      "title": "npf fishery catch data from Northern Prawn Fishery 1970-1992",
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    {
      "page": "outfit",
      "title": "outfit tidy print of output from optim, nlminb, or nlm",
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      "title": "parset alters the current base graphics par settings",
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      "title": "parsyn types the standard par command syntax to the console",
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      "title": "penalty0 enables the adding of a large penalty as one approaches 0.0",
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      "title": "penalty1 adds an increasingly large penalty as a value approaches 1.0",
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      "title": "pttuna is yellowfin tuna fishery data from Pella-Tomlinson 1969",
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      "title": "quants used in apply to estimate quantiles across a vector",
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      "page": "ricker",
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      "title": "schaef is yellowfin tuna fishery data from Schaefer 1957",
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      "title": "simpspm calculates only the predicted log(CE) for an SPM",
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      "title": "spm calculates the dynamics of a Schaefer or Fox model",
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      "title": "spmproj calculates biomass trajectories for replicate parameters",
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      "title": "srug is the Schnute and Richards Unified Growth Curve",
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      "title": "ssq a generalized function for summing squared residuals",
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      "title": "tigers is tiger prawn recruitment data from Penn & Caputi 1986",
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      "title": "twoindex has orange roughy catches with hypothetical cpue",
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