Journal articles on the topic 'Instrumental variable (IV) methods'
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Chesher, Andrew, and Adam M. Rosen. "What Do Instrumental Variable Models Deliver with Discrete Dependent Variables?" American Economic Review 103, no. 3 (May 1, 2013): 557–62. http://dx.doi.org/10.1257/aer.103.3.557.
Full textYuan, Junkun, Anpeng Wu, Kun Kuang, Bo Li, Runze Wu, Fei Wu, and Lanfen Lin. "Auto IV: Counterfactual Prediction via Automatic Instrumental Variable Decomposition." ACM Transactions on Knowledge Discovery from Data 16, no. 4 (August 31, 2022): 1–20. http://dx.doi.org/10.1145/3494568.
Full textChalak, Karim. "INSTRUMENTAL VARIABLES METHODS WITH HETEROGENEITY AND MISMEASURED INSTRUMENTS." Econometric Theory 33, no. 1 (February 15, 2016): 69–104. http://dx.doi.org/10.1017/s0266466615000390.
Full textBanerjee, Souvik, and Anirban Basu. "Estimating Endogenous Treatment Effects Using Latent Factor Models with and without Instrumental Variables." Econometrics 9, no. 1 (March 17, 2021): 14. http://dx.doi.org/10.3390/econometrics9010014.
Full textBetz, Timm, Scott J. Cook, and Florian M. Hollenbach. "Spatial interdependence and instrumental variable models." Political Science Research and Methods 8, no. 4 (January 30, 2019): 646–61. http://dx.doi.org/10.1017/psrm.2018.61.
Full textMarshall, John. "Coarsening Bias: How Coarse Treatment Measurement Upwardly Biases Instrumental Variable Estimates." Political Analysis 24, no. 2 (2016): 157–71. http://dx.doi.org/10.1093/pan/mpw007.
Full textBishop, Kelly C., Sehba Husain-Krautter, Jonathan D. Ketcham, Nicolai V. Kuminoff, and Corbett Schimming. "Analyzing Individual-Level Secondary Data with Instrumental Variable Methods Is Useful for Studying the Effects of Air Pollution on Dementia." Journal of Alzheimer's Disease 79, no. 1 (January 5, 2021): 15–23. http://dx.doi.org/10.3233/jad-200497.
Full textFaradiba, Faradiba. "Determination of Climate Factors in Flood and Drought Disaster in Indonesia using Instrumental Variable (IV) Methods." JURNAL ILMU FISIKA | UNIVERSITAS ANDALAS 13, no. 1 (February 28, 2021): 54–61. http://dx.doi.org/10.25077/jif.13.1.54-61.2021.
Full textSaini, Vikram, and Lillie Dewan. "Instrument variable method based on nonlinear transformed instruments for Hammerstein system identification." Journal of Vibration and Control 24, no. 13 (February 22, 2017): 2802–14. http://dx.doi.org/10.1177/1077546317694770.
Full textMogstad, Magne, and Alexander Torgovitsky. "Identification and Extrapolation of Causal Effects with Instrumental Variables." Annual Review of Economics 10, no. 1 (August 2, 2018): 577–613. http://dx.doi.org/10.1146/annurev-economics-101617-041813.
Full textErtefaie, Ashkan, Dylan Small, James Flory, and Sean Hennessy. "Selection Bias When Using Instrumental Variable Methods to Compare Two Treatments But More Than Two Treatments Are Available." International Journal of Biostatistics 12, no. 1 (May 1, 2016): 219–32. http://dx.doi.org/10.1515/ijb-2015-0006.
Full textAlawadi, Zeinab, Uma Phatak, Chung-Yuan Hu, Christina Edwards Bailey, Lillian Kao, Y. Nancy You, and George J. Chang. "Comparative effectiveness of primary tumor resection in metastatic colon cancer: An instrumental variable analysis." Journal of Clinical Oncology 33, no. 3_suppl (January 20, 2015): 674. http://dx.doi.org/10.1200/jco.2015.33.3_suppl.674.
Full textAndrews, Isaiah, James H. Stock, and Liyang Sun. "Weak Instruments in Instrumental Variables Regression: Theory and Practice." Annual Review of Economics 11, no. 1 (August 2, 2019): 727–53. http://dx.doi.org/10.1146/annurev-economics-080218-025643.
Full textAssaad, Ragui, Greta Friedemann-Sánchez, and Deborah Levison. "Impact of Domestic Violence on Children’s Education in Colombia: Methodological Challenges." Violence Against Women 23, no. 12 (August 24, 2016): 1484–512. http://dx.doi.org/10.1177/1077801216661036.
Full textHuellen and Qin. "Compulsory Schooling and Returns to Education: A Re-Examination." Econometrics 7, no. 3 (September 2, 2019): 36. http://dx.doi.org/10.3390/econometrics7030036.
Full textPalmer, Tom M., Debbie A. Lawlor, Roger M. Harbord, Nuala A. Sheehan, Jon H. Tobias, Nicholas J. Timpson, George Davey Smith, and Jonathan AC Sterne. "Using multiple genetic variants as instrumental variables for modifiable risk factors." Statistical Methods in Medical Research 21, no. 3 (January 7, 2011): 223–42. http://dx.doi.org/10.1177/0962280210394459.
Full textEarle, Craig C., Jerry S. Tsai, Richard D. Gelber, Milton C. Weinstein, Peter J. Neumann, and Jane C. Weeks. "Effectiveness of Chemotherapy for Advanced Lung Cancer in the Elderly: Instrumental Variable and Propensity Analysis." Journal of Clinical Oncology 19, no. 4 (February 15, 2001): 1064–70. http://dx.doi.org/10.1200/jco.2001.19.4.1064.
Full textAnglemyer, Andrew, Amy Sturt, and Yvonne Maldonado. "The Effect of Combination Antiretroviral Therapy Use Among HIV Positive Children on the Hazard of AIDS Using Calendar Year as an Instrumental Variable." Current HIV Research 16, no. 2 (August 15, 2018): 151–57. http://dx.doi.org/10.2174/1570162x16666180409150826.
Full textL. Andrews, Rick, and Peter Ebbes. "Properties of instrumental variables estimation in logit-based demand models." Journal of Modelling in Management 9, no. 3 (November 11, 2014): 261–89. http://dx.doi.org/10.1108/jm2-07-2014-0062.
Full textBrodeur, Abel, Nikolai Cook, and Anthony Heyes. "Methods Matter: p-Hacking and Publication Bias in Causal Analysis in Economics." American Economic Review 110, no. 11 (November 1, 2020): 3634–60. http://dx.doi.org/10.1257/aer.20190687.
Full textEzzalfani, Monia, Raphaël Porcher, Alexia Savignoni, Suzette Delaloge, Thomas Filleron, Mathieu Robain, and David Pérol. "Addressing the issue of bias in observational studies: Using instrumental variables and a quasi-randomization trial in an ESME research project." PLOS ONE 16, no. 9 (September 15, 2021): e0255017. http://dx.doi.org/10.1371/journal.pone.0255017.
Full textZlateva, Ivelina Yordanova, and Nikola Nikolov. "Two-step Procedure Based on the Least Squares and Instrumental Variable Methods for Simultaneous Estimation of von Bertalanffy Growth Parameters." International Journal of Agricultural and Environmental Information Systems 10, no. 2 (April 2019): 49–81. http://dx.doi.org/10.4018/ijaeis.2019040103.
Full textPark, Soojin, and Gregory J. Palardy. "Sensitivity Evaluation of Methods for Estimating Complier Average Causal Mediation Effects to Assumptions." Journal of Educational and Behavioral Statistics 45, no. 4 (March 9, 2020): 475–506. http://dx.doi.org/10.3102/1076998620908599.
Full textPeeters, Bart, and Guido De Roeck. "Stochastic System Identification for Operational Modal Analysis: A Review." Journal of Dynamic Systems, Measurement, and Control 123, no. 4 (February 7, 2001): 659–67. http://dx.doi.org/10.1115/1.1410370.
Full textHuntington-Klein, Nick. "Instruments with Heterogeneous Effects: Bias, Monotonicity, and Localness." Journal of Causal Inference 8, no. 1 (December 19, 2020): 182–208. http://dx.doi.org/10.1515/jci-2020-0011.
Full textBabii, Andrii. "HONEST CONFIDENCE SETS IN NONPARAMETRIC IV REGRESSION AND OTHER ILL-POSED MODELS." Econometric Theory 36, no. 4 (March 5, 2020): 658–706. http://dx.doi.org/10.1017/s0266466619000380.
Full textChen, Nan, and Jay Pan. "The causal effect of delivery volume on severe maternal morbidity: an instrumental variable analysis in Sichuan, China." BMJ Global Health 7, no. 5 (May 2022): e008428. http://dx.doi.org/10.1136/bmjgh-2022-008428.
Full textRotar, Laura. "Evaluating the Effectiveness of an Institutional Training Program in Slovenia: A Comparison of Methods." South East European Journal of Economics and Business 7, no. 1 (April 1, 2012): 43–51. http://dx.doi.org/10.2478/v10033-012-0004-8.
Full textHansen, Peter R., and Asger Lunde. "ESTIMATING THE PERSISTENCE AND THE AUTOCORRELATION FUNCTION OF A TIME SERIES THAT IS MEASURED WITH ERROR." Econometric Theory 30, no. 1 (August 8, 2013): 60–93. http://dx.doi.org/10.1017/s0266466613000121.
Full textJanczak, Andrzej, and Józef Korbicz. "Two–Stage Instrumental Variables Identification of Polynomial Wiener Systems with Invertible Nonlinearities." International Journal of Applied Mathematics and Computer Science 29, no. 3 (September 1, 2019): 571–80. http://dx.doi.org/10.2478/amcs-2019-0042.
Full textCollischon, Matthias. "Methods to Estimate Causal Effects. An Overview on IV, DiD and RDD and a Guide on How to Apply them in Practice." Soziale Welt 73, no. 4 (2022): 713–35. http://dx.doi.org/10.5771/0038-6073-2022-4-713.
Full textXiao, Yingchao, Jun Zhou, and Bin Zhao. "Attitude dynamics aiding for three-dimensional passive target tracking of strap-down seeker based on instrumental variable Kalman filter." Transactions of the Institute of Measurement and Control 42, no. 14 (June 10, 2020): 2645–59. http://dx.doi.org/10.1177/0142331220923768.
Full textKitamura, Yuichi, and Peter C. B. Phillips. "Efficient IV Estimation in Nonstationary Regression." Econometric Theory 11, no. 5 (October 1995): 1095–130. http://dx.doi.org/10.1017/s026646660000997x.
Full textSchroeder, Mary C., Cole G. Chapman, Elizabeth A. Chrischilles, June Wilwert, Kathleen M. Schneider, Jennifer G. Robinson, and John M. Brooks. "Generating Practice-Based Evidence in the Use of Guideline-Recommended Combination Therapy for Secondary Prevention of Acute Myocardial Infarction." Pharmacy 10, no. 6 (November 3, 2022): 147. http://dx.doi.org/10.3390/pharmacy10060147.
Full textLin, Zhaotong, Isaac Pan, and Wei Pan. "A practical problem with Egger regression in Mendelian randomization." PLOS Genetics 18, no. 5 (May 4, 2022): e1010166. http://dx.doi.org/10.1371/journal.pgen.1010166.
Full textHansen, Ryan N., An T. Pham, Belinda Lovelace, Stela Balaban, and George J. Wan. "Comparative Analysis of Inpatient Costs for Obstetrics and Gynecology Surgery Patients Treated With IV Acetaminophen and IV Opioids Versus IV Opioid-only Analgesia for Postoperative Pain." Annals of Pharmacotherapy 51, no. 10 (June 13, 2017): 834–39. http://dx.doi.org/10.1177/1060028017715651.
Full textMilla, Joniada. "The Canadian University Selectivity Premium." Review of Economic Analysis 10, no. 4 (October 10, 2018): 313–49. http://dx.doi.org/10.15353/rea.v10i4.1473.
Full textHou, Jianyun, Xuexi Huo, and Runsheng Yin. "Does computer usage change farmers’ production and consumption? Evidence from China." China Agricultural Economic Review 11, no. 2 (May 7, 2019): 387–410. http://dx.doi.org/10.1108/caer-09-2016-0149.
Full textReitzug, Fabian, Stephen P. Luby, Hemant K. Pullabhotla, and Pascal Geldsetzer. "The Effect of Particulate Matter Exposure During Pregnancy on Pregnancy and Child Health Outcomes in South Asia: Protocol for an Instrumental Variable Analysis." JMIR Research Protocols 11, no. 8 (August 10, 2022): e35249. http://dx.doi.org/10.2196/35249.
Full textKonstantopoulos, Spyros, and Anne Traynor. "Class Size Effects on Reading Achievement Using PIRLS Data: Evidence from Greece." Teachers College Record: The Voice of Scholarship in Education 116, no. 2 (February 2014): 1–29. http://dx.doi.org/10.1177/016146811411600202.
Full textKline, Patrick, and Christopher R. Walters. "On Heckits, LATE, and Numerical Equivalence." Econometrica 87, no. 2 (2019): 677–96. http://dx.doi.org/10.3982/ecta15444.
Full textDeaton, Angus. "Instruments, Randomization, and Learning about Development." Journal of Economic Literature 48, no. 2 (June 1, 2010): 424–55. http://dx.doi.org/10.1257/jel.48.2.424.
Full textXu, Ran, Richard P. DeShon, and Christopher R. Dishop. "Challenges and Opportunities in the Estimation of Dynamic Models." Organizational Research Methods 23, no. 4 (May 6, 2019): 595–619. http://dx.doi.org/10.1177/1094428119842638.
Full textZhang, Wei. "Economic analysis of the environmental sustainability of agriculture: recent studies using quasi-experimental methods." China Agricultural Economic Review 14, no. 2 (January 12, 2022): 259–73. http://dx.doi.org/10.1108/caer-08-2021-0164.
Full textKuersteiner, Guido M. "EFFICIENT IV ESTIMATION FOR AUTOREGRESSIVE MODELS WITH CONDITIONAL HETEROSKEDASTICITY." Econometric Theory 18, no. 3 (May 15, 2002): 547–83. http://dx.doi.org/10.1017/s0266466602183010.
Full textXie, Yong, Lin Wu, and Bo Liu. "Rationalism or Intuitionism: How Does Internet Use Affect the Perceptions of Social Fairness among Middle-Aged Groups in China?" International Journal of Environmental Research and Public Health 19, no. 16 (August 10, 2022): 9855. http://dx.doi.org/10.3390/ijerph19169855.
Full textNelson, Lyndsay A., Andrew J. Spieker, Lindsay S. Mayberry, Candace McNaughton, and Robert A. Greevy. "Estimating the impact of engagement with digital health interventions on patient outcomes in randomized trials." Journal of the American Medical Informatics Association 29, no. 1 (November 22, 2021): 128–36. http://dx.doi.org/10.1093/jamia/ocab254.
Full textLogan, Jean, David Alexoff, and Joanna S. Fowler. "The Use of Alternative Forms of Graphical Analysis to Balance Bias and Precision in PET Images." Journal of Cerebral Blood Flow & Metabolism 31, no. 2 (September 1, 2010): 535–46. http://dx.doi.org/10.1038/jcbfm.2010.123.
Full textGajra, Ajeet, William P. Tew, Molly Hardt, Supriya Gupta Mohile, Cynthia Owusu, Heidi D. Klepin, Cary P. Gross, Stuart M. Lichtman, Vani Katheria, and Arti Hurria. "Predictors of early discontinuation of chemotherapy (EDC) in patients (pts) age 65 or older with stage IV non-small cell lung cancer (NSCLC)." Journal of Clinical Oncology 30, no. 15_suppl (May 20, 2012): e18133-e18133. http://dx.doi.org/10.1200/jco.2012.30.15_suppl.e18133.
Full textHuang, Tao, Ming Ding, K. M. Bergholdt Helle, Tiange Wang, Yoriko Heianza, Dianjianyi Sun, C. Frazier-Wood Alexis, et al. "Dairy Consumption and Body Mass Index Among Adults: Mendelian Randomization Analysis of 184802 Individuals from 25 Studies." Clinical Chemistry 64, no. 1 (January 1, 2018): 183–91. http://dx.doi.org/10.1373/clinchem.2017.280701.
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