Applied comparison of stepwise Cox and Cox-LASSO regression in selecting determinants of joint replacement: insights from the Geelong Osteoporosis Study.
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| Title: | Applied comparison of stepwise Cox and Cox-LASSO regression in selecting determinants of joint replacement: insights from the Geelong Osteoporosis Study. |
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| Authors: | Suleiman A; Deakin University, IMPACT - Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, VIC, 3220, Australia. a.suleiman@deakin.edu.au., Lotfaliany M; Deakin University, IMPACT - Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, VIC, 3220, Australia., Williams LJ; Deakin University, IMPACT - Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, VIC, 3220, Australia.; Barwon Health, VIC, 3220, Geelong, Australia., Page R; Deakin University, IMPACT - Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, VIC, 3220, Australia.; Barwon Centre for Orthopaedic Research and Education, St John of God Hospital, VIC, 3220, Geelong, Australia.; Barwon Health, VIC, 3220, Geelong, Australia., Gill S; Deakin University, IMPACT - Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, VIC, 3220, Australia.; Barwon Centre for Orthopaedic Research and Education, St John of God Hospital, VIC, 3220, Geelong, Australia.; Barwon Health, VIC, 3220, Geelong, Australia., Budehal AP; Barwon Centre for Orthopaedic Research and Education, St John of God Hospital, VIC, 3220, Geelong, Australia.; Barwon Health, VIC, 3220, Geelong, Australia., Stuart AL; Deakin University, IMPACT - Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, VIC, 3220, Australia., Pasco JA; Deakin University, IMPACT - Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Geelong, VIC, 3220, Australia.; Barwon Health, VIC, 3220, Geelong, Australia.; School of Public Health and Preventive Medicine, Monash University, VIC, 3004, Melbourne, Australia. |
| Source: | BMC musculoskeletal disorders [BMC Musculoskelet Disord] 2026 May 29. Date of Electronic Publication: 2026 May 29. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: BioMed Central Country of Publication: England NLM ID: 100968565 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1471-2474 (Electronic) Linking ISSN: 14712474 NLM ISO Abbreviation: BMC Musculoskelet Disord Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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