IDEAS home Printed from https://ideas.repec.org/p/osf/osfxxx/zwdg2.html
   My bibliography  Save this paper

Bayesian analysis in social sciences

Author

Listed:
  • Nguyen, Minh-Hoang

Abstract

Given the reproducibility crisis (or replication crisis), more psychologists and social-cultural scientists are getting involved with Bayesian inference. Therefore, the current article provides a brief overview of programs (or software) and steps to conduct Bayesian data analysis in social sciences.

Suggested Citation

  • Nguyen, Minh-Hoang, 2021. "Bayesian analysis in social sciences," OSF Preprints zwdg2, Center for Open Science.
    • Handle: RePEc:osf:osfxxx:zwdg2
    DOI: 10.31219/osf.io/zwdg2
    as

    Download full text from publisher

    File URL: https://osf.io/download/60f88608a13c600115b0b032/
    Download Restriction: no
    File URL: https://libkey.io/10.31219/osf.io/zwdg2?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. Valentin Amrhein & Sander Greenland, 2018. "Remove, rather than redefine, statistical significance," Nature Human Behaviour, Nature, vol. 2(1), pages 4-4, January.
    2. Carpenter, Bob & Gelman, Andrew & Hoffman, Matthew D. & Lee, Daniel & Goodrich, Ben & Betancourt, Michael & Brubaker, Marcus & Guo, Jiqiang & Li, Peter & Riddell, Allen, 2017. "Stan: A Probabilistic Programming Language," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 76(i01).
    3. Hadfield, Jarrod D., 2010. "MCMC Methods for Multi-Response Generalized Linear Mixed Models: The MCMCglmm R Package," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 33(i02).
    4. Quan-Hoang Vuong & Quang-Khiem Bui & Viet-Phuong La & Thu-Trang Vuong & Viet-Ha T. Nguyen & Manh-Toan Ho & Hong-Kong T. Nguyen & Manh-Tung Ho, 2018. "Cultural additivity: behavioural insights from the interaction of Confucianism, Buddhism and Taoism in folktales," Palgrave Communications, Palgrave Macmillan, vol. 4(1), pages 1-15, December.
    5. Colin F. Camerer & Anna Dreber & Felix Holzmeister & Teck-Hua Ho & Jürgen Huber & Magnus Johannesson & Michael Kirchler & Gideon Nave & Brian A. Nosek & Thomas Pfeiffer & Adam Altmejd & Nick Buttrick , 2018. "Evaluating the replicability of social science experiments in Nature and Science between 2010 and 2015," Nature Human Behaviour, Nature, vol. 2(9), pages 637-644, September.
    6. Quan-Hoang Vuong & Manh-Tung Ho & Hong-Kong T. Nguyen & Thu-Trang Vuong & Trung Tran & Khanh-Linh Hoang & Thi-Hanh Vu & Phuong-Hanh Hoang & Minh-Hoang Nguyen & Manh-Toan Ho & Viet-Phuong La, 2020. "On how religions could accidentally incite lies and violence: folktales as a cultural transmitter," Palgrave Communications, Palgrave Macmillan, vol. 6(1), pages 1-13, December.
    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. Vuong, Quan-Hoang & Huyen, Nguyen Thanh Thanh & Pham, Thanh-Hang & Phuong, Luong Anh & Nguyen, Minh-Hoang, 2020. "Mapping the intellectual and conceptual structure of research on gender issues in the family business: A bibliometric review," OSF Preprints jgnrw, Center for Open Science.
    2. Quan-Hoang Vuong & Huyen Thanh T. Nguyen & Thanh-Hang Pham & Manh-Toan Ho & Minh-Hoang Nguyen, 2021. "Assessing the ideological homogeneity in entrepreneurial finance research by highly cited publications," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-11, December.
    3. Ho, Manh-Toan, 2021. "Mindsponge: Some Remarks for Future Research Directions," OSF Preprints ce2y7, Center for Open Science.
    4. Ho, Tung Manh & Le, Ngoc-Thang B., 2021. "Reviewing Studies On Corporate Social Responsibility Research In Vietnam During The 2008-2020 Period," OSF Preprints hyuqs, Center for Open Science.
    5. Quan-Hoang Vuong & Tam-Tri Le & Viet-Phuong La & Huyen Thanh Thanh Nguyen & Manh-Toan Ho & Quy Khuc & Minh-Hoang Nguyen, 2022. "Covid-19 vaccines production and societal immunization under the serendipity-mindsponge-3D knowledge management theory and conceptual framework," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-12, December.
    6. Ho, Tung Manh, 2021. "Mapping out the emotional AI ecology in Japan: Preliminary insights from semi-structured interviews of top Japanese AI companies," OSF Preprints a2cfv, Center for Open Science.
    7. Trung Tran & Manh-Toan Ho & Thanh-Hang Pham & Minh-Hoang Nguyen & Khanh-Linh P. Nguyen & Thu-Trang Vuong & Thanh-Huyen T. Nguyen & Thanh-Dung Nguyen & Thi-Linh Nguyen & Quy Khuc & Viet-Phuong La & Qua, 2020. "How Digital Natives Learn and Thrive in the Digital Age: Evidence from an Emerging Economy," Sustainability, MDPI, vol. 12(9), pages 1-24, May.
    8. Nguyen, Minh-Hoang, 2023. "Investigating urban residents' involvement in biodiversity conservation in protected areas: Empirical evidence from Vietnam," Thesis Commons z2hjv, Center for Open Science.
    9. Ho, Manh-Toan, 2021. "The paranoia of endless data," OSF Preprints tx4bw, Center for Open Science.
    10. Le, Tam-Tri & Nguyen, Minh-Hoang, 2022. "Serendipity-based decisions of choosing journals for publication," OSF Preprints 592sa, Center for Open Science.
    11. Ho, Tung Manh & Lab, SDAG, 2020. "Some thought on Shiller’s narrative economics," OSF Preprints qu3sy, Center for Open Science.
    12. Eszter Czibor & David Jimenez‐Gomez & John A. List, 2019. "The Dozen Things Experimental Economists Should Do (More of)," Southern Economic Journal, John Wiley & Sons, vol. 86(2), pages 371-432, October.
    13. 子, 鬼谷, 2020. "越南經濟發展的政治經濟學," OSF Preprints mwgcx, Center for Open Science.
    14. Nguyen, Minh-Hoang, 2021. "What are beyond Mindsponge?," OSF Preprints c6sdp, Center for Open Science.
    15. Minh-Hoang Nguyen & Manh-Toan Ho & Quynh-Yen T. Nguyen & Quan-Hoang Vuong, 2019. "A Dataset of Students’ Mental Health and Help-Seeking Behaviors in a Multicultural Environment," Data, MDPI, vol. 4(3), pages 1-16, August.
    16. , Aisdl, 2021. "Top economics universities and research institutions in Vietnam: evidence from the SSHPA dataset," OSF Preprints xvnkj, Center for Open Science.
    17. Williams, Cole Randall, 2019. "How redefining statistical significance can worsen the replication crisis," Economics Letters, Elsevier, vol. 181(C), pages 65-69.
    18. Ho, Tung Manh, 2021. "The art of story-telling in “Kinh tế Việt Nam: Thăng trầm và đột phá”," OSF Preprints 84twn, Center for Open Science.
    19. Ho, Tung Manh, 2022. "A preliminary mindsponge-based analysis of Generation Z’s relationship with technologies," OSF Preprints c864d, Center for Open Science.
    20. Ho, Manh-Toan, 2021. "Cost of science: An early career researcher’s perspective," OSF Preprints 2fjev, 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:osf:osfxxx:zwdg2. 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: OSF (email available below). General contact details of provider: https://osf.io/preprints/ .

    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.