A Unified Approach for the Multivariate Analysis of Contingency Tables

• 作者: Carles M. Cuadras Daniel Cuadras
• 来源期刊: 统计学期刊(英文)
• 学科: 医学
• 关键词: CORRESPONDENCE ANALYSIS Hellinger DISTANCE Log-Ratio ANALYSIS Generalized Pearson CONTINGENCY Coefficient CORRESPONDENCE ANALYSIS with CUMULATIVE Frequencies
• 年，卷（期）: 2015,（3）
• 页码范围: 223-232
• 页数: 10页
• 分类号: R73

摘要

We present a unified approach to describing and linking several methods for representing categorical data in a contingency table. These methods include: correspondence analysis, Hellinger distance analysis, the log-ratio alternative, which is appropriate for compositional data, and the non-symmetrical correspondence analysis. We also present two solutions working with cummulative frequencies.