IDEAS home Printed from https://ideas.repec.org/a/bla/istatr/v85y2017i2p185-203.html
   My bibliography  Save this article

A Tutorial on Multilevel Survival Analysis: Methods, Models and Applications

Author

Listed:
  • Peter C. Austin

Abstract

No abstract is available for this item.

Suggested Citation

  • Peter C. Austin, 2017. "A Tutorial on Multilevel Survival Analysis: Methods, Models and Applications," International Statistical Review, International Statistical Institute, vol. 85(2), pages 185-203, August.
    • Handle: RePEc:bla:istatr:v:85:y:2017:i:2:p:185-203
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1111/insr.12214
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Rondeau, Virginie & Marzroui, Yassin & Gonzalez, Juan R., 2012. "frailtypack: An R Package for the Analysis of Correlated Survival Data with Frailty Models Using Penalized Likelihood Estimation or Parametrical Estimation," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 47(i04).
    2. John Whitehead, 1980. "Fitting Cox's Regression Model to Survival Data Using Glim," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 29(3), pages 268-275, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Iftikhar Ahmad & Izlin Ismail & Shahrin Saaid Shaharuddin, 2021. "Predictive Role of Ex Ante Strategic Firm Characteristics for Sustainable Initial Public Offering (IPO) Survival," Sustainability, MDPI, vol. 13(14), pages 1-26, July.
    2. Hilmi Fadel Kittani, 2024. "Generalized k‐variate proportional hazard function for censored survival data," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 78(3), pages 478-484, August.
    3. Yikai Liu & Ruozheng Wu & Aimin Yang, 2023. "Research on Medical Problems Based on Mathematical Models," Mathematics, MDPI, vol. 11(13), pages 1-26, June.
    4. Espinoza, Oscar & Corradi, Bruno & González, Luis & Sandoval, Luis & McGinn, Noel & Maldonado, Karina & Larrondo, Yahira, 2023. "The effects of free tuition on the persistence of university students in Chile," International Journal of Educational Development, Elsevier, vol. 101(C).
    5. Nguyen, Ha Thi Thu & Larimo, Jorma & Ghauri, Pervez, 2022. "Understanding foreign divestment: The impacts of economic and political friction," Journal of Business Research, Elsevier, vol. 139(C), pages 675-691.
    6. Ha Nguyen & Jorma Larimo & Douglas Dow, 2024. "The Curvilinear Impact of Cultural Friction on Foreign Divestment," Management International Review, Springer, vol. 64(2), pages 199-244, April.
    7. Daniel Kaimann & Ilka Tanneberg & Joe Cox, 2021. "“I will survive”: Online streaming and the chart survival of music tracks," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(1), pages 3-20, January.
    8. Helen Haugh & Paul Robson & John Hagedoorn & Kate Sugar, 2022. "The nascent ecology of social enterprise," Small Business Economics, Springer, vol. 58(3), pages 1223-1242, March.
    9. Nguyen, Ha & Strange, Roger, 2025. "Do global dynamic managerial capabilities affect MNEs' divestments of their overseas subsidiaries?," Journal of International Management, Elsevier, vol. 31(2).
    10. Belval, Erin J. & Bayham, Jude & Magstadt, Shayne, 2024. "Retention of highly qualified wildland firefighters in the Western United States," Forest Policy and Economics, Elsevier, vol. 158(C).
    11. Ronja Flemming & Franziska Frölich & Norbert Donner‐Banzhoff & Leonie Sundmacher, 2023. "Diffusion of a new drug among ambulatory physicians—The impact of patient pathways," Health Economics, John Wiley & Sons, Ltd., vol. 32(4), pages 970-982, April.
    12. Daniel J. Pohl & Dominika Seblova & Justina F. Avila & Karen A. Dorsman & Erin R. Kulick & Joan A. Casey & Jennifer Manly, 2021. "Relationship between Residential Segregation, Later-Life Cognition, and Incident Dementia across Race/Ethnicity," IJERPH, MDPI, vol. 18(21), pages 1-16, October.
    13. Lars Lenze & Claudia Klostermann & Markus Lamprecht & Siegfried Nagel, 2021. "Taking Up and Terminating Leisure-Time Physical Activity over the Life Course: The Role of Life Events in the Familial and Occupational Life Domains," IJERPH, MDPI, vol. 18(18), pages 1-15, September.
    14. Zubair, Hamza & Susilawati, Susilawati & Talei, Amin & Pu, Ziyuan, 2024. "Investigating the role of flex-time working arrangements in optimising morning peak-hour travel demand: A survival analysis approach," Transportation Research Part A: Policy and Practice, Elsevier, vol. 190(C).
    15. Salas-Velasco, Manuel, 2024. "Evaluation of undergraduate academic programs through data envelopment analysis and time-to-degree estimates at Spanish public universities," Socio-Economic Planning Sciences, Elsevier, vol. 93(C).
    16. Lee, Hyoungjin & Chung, Chris Changwha & Beamish, Paul W., 2019. "Configurational characteristics of mandate portfolios and their impact on foreign subsidiary survival," Journal of World Business, Elsevier, vol. 54(5), pages 1-1.
    17. Cuevas, Celina & Wolff, Kevin T. & Baglivio, Michael T., 2019. "Dynamic risk factors and timing of recidivism for youth in residential placement," Journal of Criminal Justice, Elsevier, vol. 60(C), pages 154-166.
    18. Giorgia Giovannetti & Margherita Velucchi, 2022. "Gender discrimination and firm survival: a multilevel approach for EU textile companies," SN Business & Economics, Springer, vol. 2(9), pages 1-19, September.
    19. M.Anne Visser & Sheryl-Ann Simpson, 2019. "Determinants of county migrant regularization policymaking in the United States: Understanding temporal and spatial realities," Environment and Planning A, , vol. 51(1), pages 91-111, February.
    20. Yuxi Wang & Simone Ghislandi & Aleksandra Torbica, 2020. "Investigating the geographic disparity in quality of care: the case of hospital readmission after acute myocardial infarction in Italy," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(8), pages 1149-1168, November.
    21. Yunmi Kim & Hyun-Young Kim, 2021. "Retention Rates and the Associated Risk Factors of Turnover among Newly Hired Nurses at South Korean Hospitals: A Retrospective Cohort Study," IJERPH, MDPI, vol. 18(19), pages 1-14, September.
    22. Viridiana Ríos & Edgar Denova-Gutiérrez & Simón Barquera, 2022. "Association between living in municipalities with high crowding conditions and poverty and mortality from COVID-19 in Mexico," PLOS ONE, Public Library of Science, vol. 17(2), pages 1-15, February.
    23. Raghul Gandhi Venkatesan & Bagavandas Mappillairaju, 2024. "Early student dropout detection in Indian secondary education with special reference to selected districts in Tamil Nadu: a machine learning-based survival analysis approach," Journal of Computational Social Science, Springer, vol. 7(3), pages 2309-2331, December.
    24. Alvin Chung Man Leung & Radhika Santhanam & Ron Chi-Wai Kwok & Wei Thoo Yue, 2023. "Could Gamification Designs Enhance Online Learning Through Personalization? Lessons from a Field Experiment," Information Systems Research, INFORMS, vol. 34(1), pages 27-49, March.

    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. David Oakes, 2023. "Cox (1972): recollections and reflections," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 29(4), pages 699-708, October.
    2. Miao Han & Liuquan Sun & Yutao Liu & Jun Zhu, 2018. "Joint analysis of recurrent event data with additive–multiplicative hazards model for the terminal event time," Metrika: International Journal for Theoretical and Applied Statistics, Springer, vol. 81(5), pages 523-547, July.
    3. Andreas Groll & Gerhard Tutz, 2017. "Variable selection in discrete survival models including heterogeneity," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 23(2), pages 305-338, April.
    4. Travis L Dynes & Jennifer A Berry & Keith S Delaplane & Berry J Brosi & Jacobus C de Roode, 2019. "Reduced density and visually complex apiaries reduce parasite load and promote honey production and overwintering survival in honey bees," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-16, May.
    5. Francesca Ieva & Anna Maria Paganoni & Teresa Pietrabissa, 2017. "Dynamic clustering of hazard functions: an application to disease progression in chronic heart failure," Health Care Management Science, Springer, vol. 20(3), pages 353-364, September.
    6. Guerzoni, Marco & Jordan, Alexander, 2016. "“Cursed is the ground because of you”: Religion, Ethnicity, and the Adoption of Fertilizers in Rural Ethiopia," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201605, University of Turin.
    7. Sangita Kulathinal & Isha Dewan, 2023. "Weighted U-statistics for likelihood-ratio ordering of bivariate data," Statistical Papers, Springer, vol. 64(2), pages 705-735, April.
    8. Philip Hougaard, 2022. "Choice of time scale for analysis of recurrent events data," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 28(4), pages 700-722, October.
    9. Bedair, Khaled & Hong, Yili & Li, Jie & Al-Khalidi, Hussein R., 2016. "Multivariate frailty models for multi-type recurrent event data and its application to cancer prevention trial," Computational Statistics & Data Analysis, Elsevier, vol. 101(C), pages 161-173.
    10. Chien-Lin Su & Russell J. Steele & Ian Shrier, 2021. "The semiparametric accelerated trend-renewal process for recurrent event data," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 27(3), pages 357-387, July.
    11. Trond Petersen, 1986. "Estimating Fully Parametric Hazard Rate Models with Time-Dependent Covariates," Sociological Methods & Research, , vol. 14(3), pages 219-246, February.
    12. Lore Zumeta-Olaskoaga & Maximilian Weigert & Jon Larruskain & Eder Bikandi & Igor Setuain & Josean Lekue & Helmut Küchenhoff & Dae-Jin Lee, 2023. "Prediction of sports injuries in football: a recurrent time-to-event approach using regularized Cox models," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 107(1), pages 101-126, March.
    13. Yassin Mazroui & Audrey Mauguen & Simone Mathoulin-Pélissier & Gaetan MacGrogan & Véronique Brouste & Virginie Rondeau, 2016. "Time-varying coefficients in a multivariate frailty model: Application to breast cancer recurrences of several types and death," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 22(2), pages 191-215, April.
    14. Weiyu Fang & Jie Zhou & Mengqi Xie, 2025. "Conditional modeling of recurrent event data with terminal event," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 31(1), pages 187-204, January.
    15. Christopher J. Boudreaux, 2021. "Employee compensation and new venture performance: does benefit type matter?," Small Business Economics, Springer, vol. 57(3), pages 1453-1477, October.
    16. Song, Shige & Wang, Wei & Hu, Peifeng, 2009. "Famine, death, and madness: Schizophrenia in early adulthood after prenatal exposure to the Chinese Great Leap Forward Famine," Social Science & Medicine, Elsevier, vol. 68(7), pages 1315-1321, April.
    17. Lawrence Kryzanowski & Yanting Wu, 2023. "Signaling effects of recurrent list‐price reductions on the likelihood of house sales," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 46(1), pages 99-130, February.
    18. Andreas Groll & Trevor Hastie & Gerhard Tutz, 2017. "Selection of effects in Cox frailty models by regularization methods," Biometrics, The International Biometric Society, vol. 73(3), pages 846-856, September.
    19. Verena Bauer & Dietmar Harhoff & Göran Kauermann, 2022. "A smooth dynamic network model for patent collaboration data," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 106(1), pages 97-116, March.

    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:istatr:v:85:y:2017:i:2:p:185-203. 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/isiiinl.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.