Visualization of longitudinal data: How and why

被引:1
作者
Rajeswaran, Jeevanantham [1 ]
Blackstone, Eugene H. [1 ,2 ,3 ]
机构
[1] Cleveland Clin, Lerner Res Inst, Dept Quantitat Hlth Sci, Cleveland Hts, OH USA
[2] Cleveland Clin, Heart Vasc & Thorac Inst, Dept Thorac & Cardiovasc Surg, Cleveland Hts, OH USA
[3] cleveland Clin, Dept Thorac & Cardiovasc Surg, 9500 Euclid Avc-Desk jj-4, Cleveland, OH 44915 USA
关键词
statistics; follow-up; mixed-effects models; time series; ATRIAL-FIBRILLATION; FOLLOW-UP; ABLATION;
D O I
10.1016/j.jtcvs.2023.08.006
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
引用
收藏
页数:20
相关论文
共 14 条
[1]  
Agresti A., 2012, CATEGORICAL DATA ANA, VVol. 792
[2]   Clinical implications of various follow up strategies after catheter ablation of atrial fibrillation [J].
Arya, Arash ;
Piorkowski, Christopher ;
Sommer, Philipp ;
Kottkamp, Hans ;
Hindricks, Gerhard .
PACE-PACING AND CLINICAL ELECTROPHYSIOLOGY, 2007, 30 (04) :458-462
[3]   Breaking down barriers: Helpful breakthrough statistical methods you need to understand better [J].
Blackstone, EH .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2001, 122 (03) :430-439
[4]   Biatrial maze procedure versus pulmonary vein isolation for atrial fibrillation during mitral valve surgery: New analytical approaches and end points [J].
Blackstone, Eugene H. ;
Chang, Helena L. ;
Rajeswaran, Jeevanantham ;
Parides, Michael K. ;
Ishwaran, Hemant ;
Li, Liang ;
Ehrlinger, John ;
Gelijns, Annetine C. ;
Moskowitz, Alan J. ;
Argenziano, Michael ;
DeRose, Joseph J., Jr. ;
Couderc, Jean-Phillipe ;
Balda, Dan ;
Dagenais, Francois ;
Mack, Michael J. ;
Ailawadi, Gorav ;
Smith, Peter K. ;
Acker, Michael A. ;
O'Gara, Patrick T. ;
Gillinov, A. Marc .
JOURNAL OF THORACIC AND CARDIOVASCULAR SURGERY, 2019, 157 (01) :234-+
[5]  
Diggle P.J., 1996, ANAL LONGITUDINAL DA
[6]  
Efron B, 1994, An Introduction to the Bootstrap
[7]   Twenty-Four-Hour Holter Monitor Follow-Up Does Not Provide Accurate Heart Rhythm Status After Surgical Atrial Fibrillation Ablation Therapy Up to 12 Months Experience With a Novel Permanently Implantable Heart Rhythm Monitor Device [J].
Hanke, Thorsten ;
Charitos, Efstratios I. ;
Stierle, Ulrich ;
Karluss, Antje ;
Kraatz, Ernst ;
Graf, Bernhard ;
Hagemann, Axel ;
Misfeld, Martin ;
Sievers, Hans H. .
CIRCULATION, 2009, 120 (11) :S177-S184
[8]   LONGITUDINAL DATA-ANALYSIS USING GENERALIZED LINEAR-MODELS [J].
LIANG, KY ;
ZEGER, SL .
BIOMETRIKA, 1986, 73 (01) :13-22
[9]  
Molenberghs G., 2005, Models for discrete longitudinal data
[10]   Boosted multivariate trees for longitudinal data [J].
Pande, Amol ;
Li, Liang ;
Rajeswaran, Jeevanantham ;
Ehrlinger, John ;
Kogalur, Udaya B. ;
Blackstone, Eugene H. ;
Ishwaran, Hemant .
MACHINE LEARNING, 2017, 106 (02) :277-305