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Statistical methods in cancer research

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This article is published in Journal of Surgical Oncology.The article was published on 2001-03-01. It has received 4461 citations till now. The article focuses on the topics: Research design & MEDLINE.

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Association of glycaemia with macrovascular and microvascular complications of type 2 diabetes (UKPDS 35): prospective observational study

TL;DR: In patients with type 2 diabetes the risk of diabetic complications was strongly associated with previous hyperglycaemia, with the lowest risk being in those with HbA1c values in the normal range (<6.0%).
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Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis

TL;DR: Baron and Kenny's procedure for determining if an independent variable affects a dependent variable through some mediator is so well known that it is used by authors and requested by reviewers almost reflexively.
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Peginterferon alfa-2a plus ribavirin for chronic hepatitis C virus infection.

TL;DR: In patients with chronic hepatitis C, once-weekly peginterferon alfa-2a plus ribavirin was tolerated as well as interferonAlfa- 2b plus Ribavirin and produced significant improvements in the rate of sustained virologic response, as compared with interfer on alfa -2b plus ribvirin or pegin terferonalfa-3a alone.
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Epidemiologic Classification of Human Papillomavirus Types Associated with Cervical Cancer

TL;DR: In addition to HPV types 16 and 18, types 31, 33, 35, 39, 45, 51, 52, 56, 58, 59, 68, 73, and 82Should be considered carcinogenic, or high-risk, types, and types 26, 53, and 66 should be considered probably carcinogenic.
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Preoperative versus Postoperative Chemoradiotherapy for Rectal Cancer

TL;DR: Preoperative chemoradiotherapy, as compared with postoperative cheMoradi therapy, improved local control and was associated with reduced toxicity but did not improve overall survival.
References
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Book

Statistical Analysis with Missing Data

TL;DR: This work states that maximum Likelihood for General Patterns of Missing Data: Introduction and Theory with Ignorable Nonresponse and large-Sample Inference Based on Maximum Likelihood Estimates is likely to be high.
Journal ArticleDOI

Categorical Data Analysis

Alan Agresti
- 01 May 1991 - 
TL;DR: In this article, categorical data analysis was used for categorical classification of categorical categorical datasets.Categorical Data Analysis, categorical Data analysis, CDA, CPDA, CDSA
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Design and analysis of randomized clinical trials requiring prolonged observation of each patient. II. analysis and examples.

TL;DR: Efficient methods of analysis of randomized clinical trials in which the authors wish to compare the duration of survival among different groups of patients are described.
Book

Analysis of Survival Data

David Cox, +1 more
TL;DR: In this article, the authors give a concise account of the analysis of survival data, focusing on new theory on the relationship between survival factors and identified explanatory variables and conclude with bibliographic notes and further results that can be used for student exercises.
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