Robust causal inference using directed acyclic graphs: the R package 'dagitty' von Textor, Johannes, van der Zander, Benito, Gilthorpe, Mark S, Liskiewicz, Maciej, Ellison, George Th

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Use of directed acyclic graphs (DAGs) to identify confounders in applied health research: review and recommendations von Tennant, Peter W G, Murray, Eleanor J, Arnold, Kellyn F, Berrie, Laurie, Fox, Matthew P, Gadd, Sarah C, Harrison, Wendy J, Keeble, Claire, Ranker, Lynsie R, Textor, Johannes, Tomova, Georgia D, Gilthorpe, Mark S, Ellison, George T H

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A causal inference perspective on the analysis of compositional data von Arnold, Kellyn F, Berrie, Laurie, Tennant, Peter W G, Gilthorpe, Mark S

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Time to reality check the promises of machine learning-powered precision medicine von Wilkinson, Jack, Arnold, Kellyn F, Murray, Eleanor J, van Smeden, Maarten, Carr, Kareem, Sippy, Rachel, de Kamps, Marc, Beam, Andrew, Konigorski, Stefan, Lippert, Christoph, Gilthorpe, Mark S, Tennant, Peter W G

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Reflection on modern methods: generalized linear models for prognosis and intervention—theory, practice and implications for machine learning von Arnold, Kellyn F, Davies, Vinny, de Kamps, Marc, Tennant, Peter W G, Mbotwa, John, Gilthorpe, Mark S

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Testing the causal relationships of physical activity and sedentary behaviour with mental health and substance use disorders: a Mendelian randomisation study von Iob, Eleonora, Pingault, Jean-Baptiste, Munafò, Marcus R., Stubbs, Brendon, Gilthorpe, Mark S., Maihofer, Adam X., Danese, Andrea

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Head Acceleration Events During Tackle, Ball‐Carry, and Ruck Events in Professional Southern Hemisphere Men's Rugby Union Matches: A Study Using Instrumented Mouthguards von Roe, Gregory, Sawczuk, Thomas, Owen, Cameron, Tooby, James, Starling, Lindsay, Gilthorpe, Mark S., Falvey, Éanna, Hendricks, Sharief, Rasmussen, Karen, Readhead, Clint, Salmon, Danielle, Stokes, Keith, Tucker, Ross, Jones, Ben

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Estimating the effects of lockdown timing on COVID-19 cases and deaths in England: A counterfactual modelling study von Arnold, Kellyn F, Gilthorpe, Mark S, Alwan, Nisreen A, Heppenstall, Alison J, Tomova, Georgia D, McKee, Martin, Tennant, Peter W G

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Latent class regression improves the predictive acuity and clinical utility of survival prognostication amongst chronic heart failure patients von Mbotwa, John L, Kamps, Marc de, Baxter, Paul D, Ellison, George T H, Gilthorpe, Mark S

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Epidemiology of Functional Dyspepsia and Subgroups in the Italian General Population: An Endoscopic Study von Zagari, Rocco Maurizio, Law, Graham Richard, Fuccio, Lorenzo, Cennamo, Vincenzo, Gilthorpe, Mark S, Forman, David, Bazzoli, Franco

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Hepatectomy risk assessment with functional magnetic resonance imaging (HEPARIM) von Elsharif, Mohamed, Roche, Matthew, Wilson, Daniel, Basak, Susmita, Rowe, Ian, Vijayanand, Dhakshina, Feltbower, Richard, Treanor, Darren, Roberts, Lee, Guthrie, Ashley, Prasad, Raj, Gilthorpe, Mark S, Attia, Magdy, Sourbron, Steven

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Analysing trajectories of a longitudinal exposure: A causal perspective on common methods in lifecourse research von Gadd, Sarah C, Tennant, Peter W G, Heppenstall, Alison J, Boehnke, Jan R, Gilthorpe, Mark S

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Simpson's Paradox, Lord's Paradox, and Suppression Effects are the same phenomenon--the reversal paradox von Tu, Yu-Kang, Gunnell, David, Gilthorpe, Mark S

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Analyses of ‘change scores’ do not estimate causal effects in observational data von Tennant, Peter W G, Arnold, Kellyn F, Ellison, George T H, Gilthorpe, Mark S

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Adjustment for energy intake in nutritional research: a causal inference perspective von Tomova, Georgia D, Arnold, Kellyn F, Gilthorpe, Mark S, Tennant, Peter WG

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A new approach to age-period-cohort analysis using partial least squares regression: the trend in blood pressure in the Glasgow Alumni cohort von Tu, Yu-Kang, Davey Smith, George, Gilthorpe, Mark S

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Theory and performance of substitution models for estimating relative causal effects in nutritional epidemiology von Tomova, Georgia D, Gilthorpe, Mark S, Tennant, Peter WG

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A comparison of different approaches to unravel the latent structure within metabolic syndrome von Woolston, Andrew, Tu, Yu-Kang, Baxter, Paul D, Gilthorpe, Mark S

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Excess mortality and guideline-indicated care following non-ST-elevation myocardial infarction von Dondo, Tatendashe B, Hall, Marlous, Timmis, Adam D, Gilthorpe, Mark S, Alabas, Oras A, Batin, Phillip D, Deanfield, John E, Hemingway, Harry, Gale, Chris P

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Universal weekly testing as the UK COVID-19 lockdown exit strategy von Peto, Julian, Alwan, Nisreen A, Godfrey, Keith M, Burgess, Rochelle A, Hunter, David J, Riboli, Elio, Romer, Paul, Buchan, Iain, Colbourn, Tim, Costelloe, Céire, Davey Smith, George, Elliott, Paul, Ezzati, Majid, Gilbert, Ruth, Gilthorpe, Mark S, Foy, Robbie, Houlston, Richard, Inskip, Hazel, Lawlor, Deborah A, Martineau, Adrian R, McGrath, Nuala, McCoy, David, Mckee, Martin, McPherson, Klim, Orcutt, Miriam, Pankhania, Bharat, Pearce, Neil, Peto, Richard, Phillips, Andrew, Rahi, Jugnoo, Roderick, Paul, Saxena, Sonia, Wilson, Ann, Yao, Guiqing Lily

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