生物统计学的科学与艺术:全面概述

Akanksha Mishra, Mohd. Maruf Khan
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引用次数: 0

摘要

生物统计学是将统计方法应用于生物和健康相关研究,并从获得的数据中得出有效结论的领域。从试验设计到方案准备,统计对于临床试验和药物开发过程都至关重要。提供对统计问题的基本认识有助于维护临床试验的可信度。生物统计学应用于临床研究的每个阶段,包括试验设计、方案制定、数据跟踪和管理、数据处理和试验报告。本文将介绍生物统计学的基本概念,这些概念在分析各种类型的数据观测时非常重要和方便,其中包括数据类型、中心倾向度量、离散度量、参数和非参数检验。其他参数,如正态分布、样本量计算、显著性水平、零假设和备用假设,以及统计显著性检验,都有详尽的讨论和适当的说明。综述还提到了有助于统计计算的应用软件和网站。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The science and art of biostatistics: a comprehensive overview
Biostatistics is the area that involves the application of statistical methods to biological and health-related research and draw out valid conclusion from the obtained data. Statistics are essential to clinical trials and the drug development process, from trial design to protocol preparation. Providing a basic awareness of statistical concerns can help maintain the credibility of a clinical trial. Biostatistics is used at every stage of clinical research, including trial design, protocol development, data tracking and management, data processing, and trial reporting. This article deals with bringing in frame the basic biostatistical concepts that are significant and convenient in analyzing various types of data observations that includes the types of data, measure of central tendency, measure of dispersion, parametric and non-parametric test. Other parameters, such as the normal distribution, sample size computation, significance level, null and alternate hypothesis, and statistical significance test, are thoroughly discussed with appropriate illustrations. The review also mentions the software applications and websites helpful for statistical computations.
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