Addressing the issue of bias in observational studies: Using instrumental variables and a quasi-randomization trial in an ESME research project
Author
Abstract
Suggested Citation
DOI: 10.1371/journal.pone.0255017
Download full text from publisher
References listed on IDEAS
- Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
- Jialiang Li & Jason Fine & Alan Brookhart, 2015. "Instrumental variable additive hazards models," Biometrics, The International Biometric Society, vol. 71(1), pages 122-130, March.
- Matthias Brueckner & Andrew Titman & Thomas Jaki, 2019. "Instrumental variable estimation in semi‐parametric additive hazards models," Biometrics, The International Biometric Society, vol. 75(1), pages 110-120, March.
- James Vaupel & Kenneth Manton & Eric Stallard, 1979. "The impact of heterogeneity in individual frailty on the dynamics of mortality," Demography, Springer;Population Association of America (PAA), vol. 16(3), pages 439-454, August.
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.- Peng Wang & Bin Liu & Andrew Delios & Gongming Qian, 2023. "Two-sided effects of state equity: The survival of Sino–foreign IJVs," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 54(1), pages 107-127, February.
- William Liu, 2023. "A Theory Guide to Using Control Functions to Instrument Hazard Models," Papers 2312.03165, arXiv.org.
- Byeong Yeob Choi, 2021. "Instrumental variable estimation of truncated local average treatment effects," PLOS ONE, Public Library of Science, vol. 16(4), pages 1-12, April.
- Matthias Brueckner & Andrew Titman & Thomas Jaki, 2019. "Instrumental variable estimation in semi‐parametric additive hazards models," Biometrics, The International Biometric Society, vol. 75(1), pages 110-120, March.
- Jaeun Choi & A. James O'Malley, 2017. "Estimating the causal effect of treatment in observational studies with survival time end points and unmeasured confounding," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 66(1), pages 159-185, January.
- Linbo Wang & Eric Tchetgen Tchetgen & Torben Martinussen & Stijn Vansteelandt, 2023. "Instrumental variable estimation of the causal hazard ratio," Biometrics, The International Biometric Society, vol. 79(2), pages 539-550, June.
- Bagdonavicius, Vilijandas & Nikulin, Mikhail, 2000. "On goodness-of-fit for the linear transformation and frailty models," Statistics & Probability Letters, Elsevier, vol. 47(2), pages 177-188, April.
- Fernando Rios-Avila & Gustavo Canavire-Bacarreza, 2018.
"Standard-error correction in two-stage optimization models: A quasi–maximum likelihood estimation approach,"
Stata Journal, StataCorp LP, vol. 18(1), pages 206-222, March.
- Fernando Rios-Avila & Gustavo J. Canavire-Bacarreza, 2017. "Standard Error Correction in Two-Stage Optimization Models: A Quasi-Maximum Likelihood Estimation Approach," Documentos de Trabajo de Valor Público 15659, Universidad EAFIT.
- Bian Liu & Serena Zhan & Karen M. Wilson & Madhu Mazumdar & Lihua Li, 2021. "The Influence of Increasing Levels of Provider-Patient Discussion on Quit Behavior: An Instrumental Variable Analysis of a National Survey," IJERPH, MDPI, vol. 18(9), pages 1-11, April.
- Feehan, Dennis & Wrigley-Field, Elizabeth, 2020. "How do populations aggregate?," SocArXiv 2fkw3, Center for Open Science.
- Anjani Kumar & Ashok K. Mishra & Sunil Saroj & Vinay K. Sonkar & Ganesh Thapa & Pramod K. Joshi, 2020. "Food safety measures and food security of smallholder dairy farmers: Empirical evidence from Bihar, India," Agribusiness, John Wiley & Sons, Ltd., vol. 36(3), pages 363-384, June.
- Meyer, Sophie-Charlotte, 2016. "Maternal employment and childhood overweight in Germany," Economics & Human Biology, Elsevier, vol. 23(C), pages 84-102.
- Trottmann, Maria & Zweifel, Peter & Beck, Konstantin, 2012. "Supply-side and demand-side cost sharing in deregulated social health insurance: Which is more effective?," Journal of Health Economics, Elsevier, vol. 31(1), pages 231-242.
- Austin L. Wright, 2016. "Economic Shocks and Rebel," HiCN Working Papers 232, Households in Conflict Network.
- Filipe Costa Souza & Wilton Bernardino & Silvio C. Patricio, 2024. "How life-table right-censoring affected the Brazilian social security factor: an application of the gamma-Gompertz-Makeham model," Journal of Population Research, Springer, vol. 41(3), pages 1-38, September.
- Judite Gonçalves & France Weaver, 2017. "Effects of formal home care on hospitalizations and doctor visits," International Journal of Health Economics and Management, Springer, vol. 17(2), pages 203-233, June.
- Caroline Krafft, 2020.
"Why is fertility on the rise in Egypt? The role of women’s employment opportunities,"
Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(4), pages 1173-1218, October.
- Caroline Krafft, 2016. "Why is Fertility on the Rise in Egypt? The Role of Women’s Employment Opportunities," Working Papers 1050, Economic Research Forum, revised 09 Jan 2016.
- K. Motarjem & M. Mohammadzadeh & A. Abyar, 2020. "Geostatistical survival model with Gaussian random effect," Statistical Papers, Springer, vol. 61(1), pages 85-107, February.
- Costa-Font, Joan & Frank, Richard G. & Swartz, Katherine, 2019.
"Access to long term care after a wealth shock: Evidence from the housing bubble and burst,"
The Journal of the Economics of Ageing, Elsevier, vol. 13(C), pages 103-110.
- Joan Costa-i-Font & Richard G. Frank & Katherine Swartz, 2017. "Access to Long Term Care After a Wealth Shock: Evidence from The Housing Bubble and Burst," CESifo Working Paper Series 6823, CESifo.
- Costa-Font, Joan & Frank, Richard & Swartz, Katherine, 2017. "Access to long-term care after a wealth shock: evidence from the housing bubble and burst," LSE Research Online Documents on Economics 84212, London School of Economics and Political Science, LSE Library.
- Joan Costa Font & Richard Frank & Katherine Swartz, 2017. "Access to Long-Term Care After a Wealth Shock: Evidence from the Housing Bubble and Burst," NBER Working Papers 23781, National Bureau of Economic Research, Inc.
- Xu, Linzhi & Zhang, Jiajia, 2010. "An EM-like algorithm for the semiparametric accelerated failure time gamma frailty model," Computational Statistics & Data Analysis, Elsevier, vol. 54(6), pages 1467-1474, June.
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:plo:pone00:0255017. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.