Iowa State University
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DATASET
actual2021.csv (4.37 kB)
DATASET
CODEBOOK.csv (1.57 kB)
DATASET
costFull.csv (60.7 kB)
DATASET
counts21.csv (20.04 kB)
DATASET
counts1620.csv (103.75 kB)
TEXT
README.txt (5.33 kB)
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1 - read journals.r (4.33 kB)
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2 - fit journals.r (1.55 kB)
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3 - predict cost.r (1.28 kB)
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4 - results.r (8.19 kB)
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5 - fit additional models.r (5.08 kB)
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6 - error checking.r (0.39 kB)
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12 files

Data and R code for: Bayesian statistical to predict publishing output and article processing charge (APC) totals

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posted on 2023-07-17, 13:05 authored by Philip DixonPhilip Dixon

Data and R code for Dixon and Schares, A Bayesian statistical model to predict publishing output and article processing charge (APC) totals.  The data are counts of the number of publications by ISU-related authors from 2016-2020 in journals published by Wiley and associated information.  The data are used to illustrate the use of a Bayesian statistical model to predict the number of articles and the total publication cost in a future year.  The R code implements that analysis.  The data and publication will be of interest to researchers in bibliometrics.  The data and R code will useful for anyone wanting to recreate the analyses in the associated publication or apply the model to new data.  The data will also be useful to anyone developing a new prediction method because that new method can be compared by using it with these data.


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