Topic
Ordinal regression
About: Ordinal regression is a research topic. Over the lifetime, 1879 publications have been published within this topic receiving 65431 citations.
Papers published on a yearly basis
Papers
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TL;DR: A random sampling approach is proposed to generate quantitative values which are consistent with the underlying ordinal information and can be extended to rankings with degrees of difference.
85 citations
TL;DR: In this paper, the authors proposed a rank-consistent RAnk Logits (CORAL) framework with strong theoretical guarantees for rank-monotonicity and consistent confidence scores, which can extend arbitrary state-of-the-art deep neural network classifiers for ordinal regression tasks.
85 citations
TL;DR: A way of selecting a representative value function among the set of compatible ones so that the selected function highlights the most stable part of the robust sorting, and can be perceived as representative in the sense of robustness preoccupation.
85 citations
Book•
08 Feb 2008
TL;DR: The Statistical Procedures Companion as mentioned in this paper contains tips, warnings, and examples that will help to take advantage of SPSS to analyze real data better, with an emphasis on the practice of analyzing data.
Abstract: Key Message: SPSS 16.0: Statistical Procedures Companion contains tips, warnings, and examples that will help you take advantage of SPSS to analyze data better. This book is a basic review of the underlying statistical concepts, with an emphasis on the practice of analyzing data. Ideal for both new and experienced users, this companion offers suggestions and strategies for handling the issues that arise when analyzing real data. Key Topics: Introduction; Getting to Know SPSS; Introducing Data; Preparing Your Data; Transforming Your Data; Describing Your Data; Testing Hypotheses; T Tests; One-Way Analysis of Variance; Crosstabulation; Correlation; Bivariate Linear Regression; Multiple Linear Regression; Discriminant Analysis; Logistic Regression Analysis; Cluster Analysis; Factor Analysis; Reliability Analysis; Nonparametric Tests; Ordinal Regression; General Loglinear Analysis; GLM Univariate; GLM Multivariate; GLM Repeated Measures Market: for all readers interested in SPSS.
84 citations
TL;DR: A combination of analysis results from both of these models (adjusted SAQ scores and odds ratios) provides the most comprehensive interpretation of the data.
84 citations