EloRating-package: Animal Dominance Hierarchies by Elo Rating

Description Author(s) References Examples

Description

Provides functions to quantify animal dominance hierarchies. The major focus is on Elo rating and its ability to deal with temporal dynamics in dominance interaction sequences. For static data, David's score and de Vries' I&SI are also implemented. In addition, the package provides functions to assess transitivity, linearity and stability of dominance networks. See Neumann et al (2011) <doi:10.1016/j.anbehav.2011.07.016> for an introduction.

Author(s)

Christof Neumann [aut, cre] (<https://orcid.org/0000-0002-0236-1219>), Lars Kulik [aut]

Maintainer: Christof Neumann <christofneumann1@gmail.com>

References

Elo, A. E. 1978. The Rating of Chess Players, Past and Present. New York: Arco.

Albers, P. C. H. & de Vries, H. 2001. Elo-rating as a tool in the sequential estimation of dominance strengths. Animal Behaviour, 61, 489-495. (DOI: 10.1006/anbe.2000.1571)

Neumann, C., Duboscq, J., Dubuc, C., Ginting, A., Irwan, A. M., Agil, M., Widdig, A. & Engelhardt, A. 2011. Assessing dominance hierarchies: validation and advantages of progressive evaluation with Elo-rating. Animal Behaviour, 82, 911-921. (DOI: 10.1016/j.anbehav.2011.07.016)

Examples

1
2
3
data(adv)
SEQ <- elo.seq(winner=adv$winner, loser=adv$loser, Date=adv$Date)
summary(SEQ)

Example output

Loading required package: zoo

Attaching package: 'zoo'

The following objects are masked from 'package:base':

    as.Date, as.Date.numeric

[1] "loop 1: Elo calculations"

  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |....                                                                  |   6%
  |                                                                            
  |......                                                                |   9%
  |                                                                            
  |........                                                              |  12%
  |                                                                            
  |...........                                                           |  15%
  |                                                                            
  |.............                                                         |  18%
  |                                                                            
  |...............                                                       |  21%
  |                                                                            
  |.................                                                     |  24%
  |                                                                            
  |...................                                                   |  27%
  |                                                                            
  |.....................                                                 |  30%
  |                                                                            
  |.......................                                               |  33%
  |                                                                            
  |.........................                                             |  36%
  |                                                                            
  |............................                                          |  39%
  |                                                                            
  |..............................                                        |  42%
  |                                                                            
  |................................                                      |  45%
  |                                                                            
  |..................................                                    |  48%
  |                                                                            
  |....................................                                  |  52%
  |                                                                            
  |......................................                                |  55%
  |                                                                            
  |........................................                              |  58%
  |                                                                            
  |..........................................                            |  61%
  |                                                                            
  |.............................................                         |  64%
  |                                                                            
  |...............................................                       |  67%
  |                                                                            
  |.................................................                     |  70%
  |                                                                            
  |...................................................                   |  73%
  |                                                                            
  |.....................................................                 |  76%
  |                                                                            
  |.......................................................               |  79%
  |                                                                            
  |.........................................................             |  82%
  |                                                                            
  |...........................................................           |  85%
  |                                                                            
  |..............................................................        |  88%
  |                                                                            
  |................................................................      |  91%
  |                                                                            
  |..................................................................    |  94%
  |                                                                            
  |....................................................................  |  97%
  |                                                                            
  |......................................................................| 100%
[1] "loop 2: Stability calculations"

  |                                                                            
  |                                                                      |   0%
  |                                                                            
  |....                                                                  |   6%
  |                                                                            
  |......                                                                |   9%
  |                                                                            
  |........                                                              |  12%
  |                                                                            
  |...........                                                           |  15%
  |                                                                            
  |.............                                                         |  18%
  |                                                                            
  |...............                                                       |  21%
  |                                                                            
  |.................                                                     |  24%
  |                                                                            
  |...................                                                   |  27%
  |                                                                            
  |.....................                                                 |  30%
  |                                                                            
  |.......................                                               |  33%
  |                                                                            
  |.........................                                             |  36%
  |                                                                            
  |............................                                          |  39%
  |                                                                            
  |..............................                                        |  42%
  |                                                                            
  |................................                                      |  45%
  |                                                                            
  |..................................                                    |  48%
  |                                                                            
  |....................................                                  |  52%
  |                                                                            
  |......................................                                |  55%
  |                                                                            
  |........................................                              |  58%
  |                                                                            
  |..........................................                            |  61%
  |                                                                            
  |.............................................                         |  64%
  |                                                                            
  |...............................................                       |  67%
  |                                                                            
  |.................................................                     |  70%
  |                                                                            
  |...................................................                   |  73%
  |                                                                            
  |.....................................................                 |  76%
  |                                                                            
  |.......................................................               |  79%
  |                                                                            
  |.........................................................             |  82%
  |                                                                            
  |...........................................................           |  85%
  |                                                                            
  |..............................................................        |  88%
  |                                                                            
  |................................................................      |  91%
  |                                                                            
  |..................................................................    |  94%
  |                                                                            
  |....................................................................  |  97%
  |                                                                            
  |......................................................................| 100%
Elo ratings from 7 individuals
total (mean/median) number of interactions: 33 (9.4/9)
range of interactions: 7 - 11 
date range: 2010-01-01 - 2010-02-02 
startvalue: 1000 
uppon arrival treatment: average 
k: 100 
proportion of draws in the data set: 0 

EloRating documentation built on March 26, 2020, 7:29 p.m.