Scabies Dataset for "Learning Clinical Epidemiology with R" tutorial

Sample Scabies datasets intended for use in the “Learning Clinical Epidemiology with R” tutorial series at LSHTM. [1] ‘S1-Dataset_CSV’ was produced as part of a cross-sectional survey of scabies and impetigo conducted in the Solomon Islands. It is a replica of a dataset available at http://datacompass.lshtm.ac.uk/230/. [2] ‘scabies_results_missing.csv’ is a semi-synthetic dataset based upon dataset 1. Values of each variable have been made Missing At Random to allow the user to use multiple-imputation and compare results of regression between an imputed dataset and the original dataset 1. Categorical variables in Dataset 1 are coded using strings. Categorical variables in Dataset 2 are coded: 0=No 1=Yes.

搜集汇总

背景与挑战

背景概述

该数据集是用于“学习临床流行病学与R语言”教程的疥疮数据集，包含两个CSV文件：一个是基于所罗门群岛疥疮和脓疱病横断面调查的真实数据副本，另一个是半合成数据集，其中变量值被随机设置为缺失，旨在支持多重插补和回归分析的教学应用。数据集覆盖2014年，采用实地观察方法收集，专注于临床流行病学领域，适用于数据分析和统计方法的教学与实践。