Propensity score estimation: neural networks, support vector machines, decision trees (CART), and meta-classifiers as alternatives to logistic regression
Westreich, Daniel, Lessler, Justin, Funk, Michele Jonsson
Published in Journal of clinical epidemiology (01.08.2010)
Published in Journal of clinical epidemiology (01.08.2010)
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Journal Article
The Risk of Acute Pancreatitis After Initiation of Dipeptidyl Peptidase 4 Inhibitors: Testing a Hypothesis of Subgroup Differences in Older U.S. Adults
Hong, Jin-Liern, Buse, John B, Jonsson Funk, Michele, Pate, Virginia, Stürmer, Til
Published in Diabetes care (01.06.2018)
Published in Diabetes care (01.06.2018)
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Journal Article
Trends in the Surgical Management of Stress Urinary Incontinence
Jonsson Funk, Michele, Levin, Pamela J, Wu, Jennifer M
Published in Obstetrics and gynecology (New York. 1953) (01.04.2012)
Published in Obstetrics and gynecology (New York. 1953) (01.04.2012)
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Journal Article
How subgroup analyses can miss the trees for the forest plots: A simulation study
Webster-Clark, Michael, Baron, John A., Jonsson Funk, Michele, Westreich, Daniel
Published in Journal of clinical epidemiology (01.10.2020)
Published in Journal of clinical epidemiology (01.10.2020)
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Journal Article
Validation of an international classification of disease, tenth revision, clinical modification (ICD‐10‐CM) algorithm in identifying severe hypoglycaemia events for real‐world studies
Her, Qoua L., Dejene, Sara Z., Ismail, Sherin, Wang, Tiansheng, Jonsson‐Funk, Michele, Pate, Virigina, Min, Jea Young, Flory, James
Published in Diabetes, obesity & metabolism (01.04.2024)
Published in Diabetes, obesity & metabolism (01.04.2024)
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Journal Article
Incidence, Prevalence, and Racial and Ethnic Distribution of Inflammatory Bowel Disease in the United States
Lewis, James D., Parlett, Lauren E., Jonsson Funk, Michele L., Brensinger, Colleen, Pate, Virginia, Wu, Qufei, Dawwas, Ghadeer K., Weiss, Alexandra, Constant, Brad D., McCauley, Maureen, Haynes, Kevin, Yang, Jeff Yufeng, Schaubel, Douglas E., Hurtado-Lorenzo, Andres, Kappelman, Michael David
Published in Gastroenterology (New York, N.Y. 1943) (01.11.2023)
Published in Gastroenterology (New York, N.Y. 1943) (01.11.2023)
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Journal Article
Impacts of Initial Prescription Length and Prescribing Limits on Risk of Prolonged Postsurgical Opioid Use
Young, Jessica C, Dasgupta, Nabarun, Chidgey, Brooke A, Stürmer, Til, Pate, Virginia, Hudgens, Michael, Jonsson Funk, Michele
Published in Medical care (01.01.2022)
Published in Medical care (01.01.2022)
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Journal Article
Propensity score trimming mitigates bias due to covariate measurement error in inverse probability of treatment weighted analyses: A plasmode simulation
Conover, Mitchell M., Rothman, Kenneth J., Stürmer, Til, Ellis, Alan R., Poole, Charles, Jonsson Funk, Michele
Published in Statistics in medicine (01.04.2021)
Published in Statistics in medicine (01.04.2021)
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Journal Article
The role of prediction modeling in propensity score estimation: an evaluation of logistic regression, bCART, and the covariate-balancing propensity score
Wyss, Richard, Ellis, Alan R, Brookhart, M Alan, Girman, Cynthia J, Jonsson Funk, Michele, LoCasale, Robert, Stürmer, Til
Published in American journal of epidemiology (15.09.2014)
Published in American journal of epidemiology (15.09.2014)
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Journal Article
Considerations for observational study design: Comparing the evidence of opioid use between electronic health records and insurance claims
Young, Jessica C., Dasgupta, Nabarun, Stürmer, Til, Pate, Virginia, Jonsson Funk, Michele
Published in Pharmacoepidemiology and drug safety (01.08.2022)
Published in Pharmacoepidemiology and drug safety (01.08.2022)
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Journal Article
Comparison of Methods to Generalize Randomized Clinical Trial Results Without Individual-Level Data for the Target Population
Hong, Jin-Liern, Webster-Clark, Michael, Jonsson Funk, Michele, Stürmer, Til, Dempster, Sara E, Cole, Stephen R, Herr, Iksha, LoCasale, Robert
Published in American journal of epidemiology (01.02.2019)
Published in American journal of epidemiology (01.02.2019)
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Journal Article
Healthcare system engagement and algorithm‐identified cancer incidence following initiation of a new medication
D'Arcy, Monica E., Stürmer, Til, Sandler, Robert S., Baron, John A., Jonsson‐Funk, Michele L., Troester, Melissa A., Lund, Jennifer L.
Published in Pharmacoepidemiology and drug safety (01.03.2023)
Published in Pharmacoepidemiology and drug safety (01.03.2023)
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Journal Article
Trends in the use of disease‐modifying therapies among reproductive‐aged women with multiple sclerosis in the United States from 2010 to 2019
Duchesneau, Emilie D., Kinlaw, Alan C., Jonsson Funk, Michele, Pate, Virginia, Lund, Jennifer L.
Published in Pharmacoepidemiology and drug safety (01.04.2022)
Published in Pharmacoepidemiology and drug safety (01.04.2022)
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Journal Article
Real-world treatment patterns and clinical outcomes for inpatients with COVID-19 in the US from September 2020 to February 2021
Ayodele, Olulade, Ren, Kaili, Zhao, Jing, Signorovitch, James, Jonsson Funk, Michele, Zhu, Julia, Bao, Ying, Gondek, Kathleen, Keenan, Hillary
Published in PloS one (28.12.2021)
Published in PloS one (28.12.2021)
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Journal Article
Hazard Ratios and Alternative Effect Measures: An Applied Illustration
Latour, Chase D., Su, I‐Hsuan, Delgado, Megan, Pate, Virginia, Poole, Charles, Edwards, Jessie K., Stürmer, Til, Lund, Jennifer L., Funk, Michele Jonsson
Published in Pharmacoepidemiology and drug safety (01.09.2024)
Published in Pharmacoepidemiology and drug safety (01.09.2024)
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Journal Article
Trends in use of surgical mesh for pelvic organ prolapse
Jonsson Funk, Michele, PhD, Edenfield, Autumn L., MD, Pate, Virginia, MS, Visco, Anthony G., MD, Weidner, Alison C., MD, Wu, Jennifer M., MD, MPH
Published in American journal of obstetrics and gynecology (01.01.2013)
Published in American journal of obstetrics and gynecology (01.01.2013)
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Journal Article
RESOLVING AN APPARENT PARADOX IN DOUBLY ROBUST ESTIMATORS
Keil, Alexander P, Mooney, Stephen J, Jonsson Funk, Michele, Cole, Stephen R, Edwards, Jessie K, Westreich, Daniel
Published in American journal of epidemiology (01.04.2018)
Published in American journal of epidemiology (01.04.2018)
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Journal Article
Generalizing Randomized Clinical Trial Results: Implementation and Challenges Related to Missing Data in the Target Population
Hong, Jin-Liern, Jonsson Funk, Michele, LoCasale, Robert, Dempster, Sara E, Cole, Stephen R, Webster-Clark, Michael, Edwards, Jessie K, Stürmer, Til
Published in American journal of epidemiology (01.04.2018)
Published in American journal of epidemiology (01.04.2018)
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Journal Article