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Modern Survival Analysis in Clinical Research Cox Regressions Versus Accelerated Failure Time Models /

An important novel menu for Survival Analysis entitled Accelerated Failure Time (AFT) models has been published by IBM (international Businesss Machines) in its SPSS statistical software update of 2023. Unlike the traditional Cox regressions that work with hazards, which are the ratio of deaths and...

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Detalles Bibliográficos
Autores principales: Cleophas, Ton J. (Autor), Zwinderman, Aeilko H. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Lenguaje:inglés
Publicado: Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Edición:1st ed. 2023.
Materias:
Medical sciences.
Statistics .
Health Sciences.
Applied Statistics.
Acceso en línea:https://doi.org/10.1007/978-3-031-31632-6
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Tabla de Contenidos:
  • Preface
  • Chapter 1: Regression Analysis
  • Chapter 2: Cox Regressions
  • Chapter 3: Accelerated Failure Time Models
  • Chapter 4: Simple Dataset with Event as Outcome and Treatment as Predictor
  • Chapter 5: Simple Dataset with Death as Outcome and Treatment Modality, Cholesterol, and Age as Predictors
  • Chapter 6: Glioma Brain Cancer
  • Chapter 7: Linoleic Acid for Colonic Carcinoma
  • Chapter 8: The Effect on Survival of Maintained Chemotherapy with Acute Myelogenous Leucemia
  • Chapter 9: Eighty Four Month Parallel Group Mortality Study
  • Chapter 10: The Effect on Survival from Stages 1 and 2 Histiocytic Lymphoma
  • Chapter 11: Survival of 64 Lymphoma Patients with or without B Symptoms
  • Chapter 12: Effect on Time-to-Event of Group Membership
  • Chapter 13: The Effect on Survival of Group Membership
  • Chapter 14: Deaths from Carcinoma after Exposure to Carcinogens in Rats
  • Chapter 15: Effect of Group Membership on Survival
  • Chapter 16: Multiple Variables Regression Study of 2421 Stroke Patients Assessed for Time to Second Stroke
  • Chapter 17: Hypothesized 55 Patient Study of Effect of Treatment Modality on Survival
  • Chapter 18: One Year Follow-up Study with Many Censored Patients
  • Chapter 19: Alcohol Relapse after Detox Program Treated with or without Personal Coach
  • Chapter 20: Alcohol Relapse after Detox Program with 3 Predictors
  • Chapter 21: Ayurvedic Therapy for Human Immunodeficiency Virus
  • Chapter 22: Time to Event other Than Cox
  • Chapter 23: Abstracts of the Chapters 1 to 22.

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