IDEAS home Printed from https://ideas.repec.org/a/bla/jorssa/v183y2020i3p909-933.html
   My bibliography  Save this article

Change point analysis of historical battle deaths

Author

Listed:
  • Brennen T. Fagan
  • Marina I. Knight
  • Niall J. MacKay
  • A. Jamie Wood

Abstract

It has been claimed and disputed that World War II has been followed by a ‘long peace’: an unprecedented decline of war. We conduct a full change point analysis of well‐documented, publicly available battle deaths data sets, using new techniques that enable the robust detection of changes in the statistical properties of such heavy‐tailed data. We first test and calibrate these techniques. We then demonstrate the existence of changes, independent of data presentation, in the early to mid‐19th century, as the Congress of Vienna system moved towards its collapse, in the early to mid‐20th century, bracketing the World Wars, and in the late 20th century, as the world reconfigured around the end of the Cold War. Our analysis provides a methodology for future investigations and an empirical basis for political and historical discussions.

Suggested Citation

  • Brennen T. Fagan & Marina I. Knight & Niall J. MacKay & A. Jamie Wood, 2020. "Change point analysis of historical battle deaths," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(3), pages 909-933, June.
  • Handle: RePEc:bla:jorssa:v:183:y:2020:i:3:p:909-933
    DOI: 10.1111/rssa.12578
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/rssa.12578
    Download Restriction: no

    File URL: https://libkey.io/10.1111/rssa.12578?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Thomas Bernauer & Nils Petter Gleditsch, 2012. "New Event Data in Conflict Research," International Interactions, Taylor & Francis Journals, vol. 38(4), pages 375-381, September.
    2. Gillespie, Colin S., 2015. "Fitting Heavy Tailed Distributions: The poweRlaw Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 64(i02).
    3. Kristian Gleditsch, 2004. "A Revised List of Wars Between and Within Independent States, 1816-2002," International Interactions, Taylor & Francis Journals, vol. 30(3), pages 231-262, July.
    4. Cirillo, Pasquale & Taleb, Nassim Nicholas, 2016. "On the statistical properties and tail risk of violent conflicts," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 452(C), pages 29-45.
    5. Ashish Sen & S. Srivastava, 1975. "On tests for detecting change in mean when variance is unknown," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 27(1), pages 479-486, December.
    6. Nancy R. Zhang & David O. Siegmund, 2007. "A Modified Bayes Information Criterion with Applications to the Analysis of Comparative Genomic Hybridization Data," Biometrics, The International Biometric Society, vol. 63(1), pages 22-32, March.
    7. Michael Spagat & Stijn van Weezel, 2018. "On the decline of war," Working Papers 201815, School of Economics, University College Dublin.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Céline Cunen & Nils Lid Hjort & Håvard Mokleiv Nygård, 2020. "Statistical sightings of better angels: Analysing the distribution of battle-deaths in interstate conflict over time," Journal of Peace Research, Peace Research Institute Oslo, vol. 57(2), pages 221-234, March.
    2. Narayanaswamy Balakrishnan & Laurent Bordes & Christian Paroissin & Jean-Christophe Turlot, 2016. "Single change-point detection methods for small lifetime samples," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 79(5), pages 531-551, July.
    3. Bill Russell & Dooruj Rambaccussing, 2019. "Breaks and the statistical process of inflation: the case of estimating the ‘modern’ long-run Phillips curve," Empirical Economics, Springer, vol. 56(5), pages 1455-1475, May.
    4. Lyócsa, Štefan & Výrost, Tomáš, 2018. "Scale-free distribution of firm-size distribution in emerging economies," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 508(C), pages 501-505.
    5. Agustín Goenaga & Oriol Sabaté & Jan Teorell, 2023. "The state does not live by warfare alone: War and revenue in the long nineteenth century," The Review of International Organizations, Springer, vol. 18(2), pages 393-418, April.
    6. Benjamin F. Jones & Benjamin A. Olken, 2009. "Hit or Miss? The Effect of Assassinations on Institutions and War," American Economic Journal: Macroeconomics, American Economic Association, vol. 1(2), pages 55-87, July.
    7. Yann Guédon, 2013. "Exploring the latent segmentation space for the assessment of multiple change-point models," Computational Statistics, Springer, vol. 28(6), pages 2641-2678, December.
    8. repec:hal:spmain:info:hdl:2441/10149 is not listed on IDEAS
    9. Debi P Bal & Badri N Rath, 2019. "Nonlinear causality between crude oil price and exchange rate: A comparative study of China and India - A Reassessment," Economics Bulletin, AccessEcon, vol. 39(1), pages 592-604.
    10. Davis, Richard A. & Hancock, Stacey A. & Yao, Yi-Ching, 2016. "On consistency of minimum description length model selection for piecewise autoregressions," Journal of Econometrics, Elsevier, vol. 194(2), pages 360-368.
    11. Paul Collier & Anke Hoeffler & Anke Hoeffler & Måns Söderbom, 2006. "Post-Conflict Risks," Economics Series Working Papers WPS/2006-12, University of Oxford, Department of Economics.
    12. Katahira, Kei & Chen, Yu & Akiyama, Eizo, 2021. "Self-organized Speculation Game for the spontaneous emergence of financial stylized facts," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 582(C).
    13. Pauline Formaglio & Marina E. Wosniack & Raphael M. Tromer & Jaderson G. Polli & Yuri B. Matos & Hang Zhong & Ernesto P. Raposo & Marcos G. E. Luz & Rogerio Amino, 2023. "Plasmodium sporozoite search strategy to locate hotspots of blood vessel invasion," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    14. Kurozumi, Eiji & Tuvaandorj, Purevdorj, 2011. "Model selection criteria in multivariate models with multiple structural changes," Journal of Econometrics, Elsevier, vol. 164(2), pages 218-238, October.
    15. Joseph L Servadio & Gustavo Machado & Julio Alvarez & Francisco Edilson de Ferreira Lima Júnior & Renato Vieira Alves & Matteo Convertino, 2020. "Information differences across spatial resolutions and scales for disease surveillance and analysis: The case of Visceral Leishmaniasis in Brazil," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-17, July.
    16. Fryzlewicz, Piotr, 2020. "Detecting possibly frequent change-points: Wild Binary Segmentation 2 and steepest-drop model selection," LSE Research Online Documents on Economics 103430, London School of Economics and Political Science, LSE Library.
    17. Jamil Civitarese, 2020. "Saifedean Ammous, The Bitcoin Standard: The Decentralized Alternative to Central Banking Hoboken, New Jersey: John Wiley & Sons, 2018. xxviii + 304 pages. USD 29.95 (hardcover)," The Review of Austrian Economics, Springer;Society for the Development of Austrian Economics, vol. 33(3), pages 403-406, September.
    18. Paul Collier & Benedikt Goderis, 2008. "Does Aid Mitigate External Shocks?," WIDER Working Paper Series DP2008-06, World Institute for Development Economic Research (UNU-WIDER).
    19. Joseph Ngatchou-Wandji & Echarif Elharfaoui & Michel Harel, 2022. "On change-points tests based on two-samples U-Statistics for weakly dependent observations," Statistical Papers, Springer, vol. 63(1), pages 287-316, February.
    20. Mark Harrison & Nikolaus Wolf, 2014. "The frequency of wars: reply to Gleditsch and Pickering," Economic History Review, Economic History Society, vol. 67(1), pages 231-239, February.
    21. Cura, Robin & Cottineau, Clémentine & Swerts, Elfie & Ignazzi, Cosmo Antonio & Bretagnolle, Anne & Vacchiani-Marcuzzo, Celine & Pumain, Denise, 2017. "The Old and the New: Qualifying City Systems in the World with Classical Models and New Data," SocArXiv pbzn6, Center for Open Science.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:jorssa:v:183:y:2020:i:3:p:909-933. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/rssssea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.