Measuring Response Styles in Likert Items
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DOI: 10.1037/met0000106
Abstract: The recently proposed class of item response tree models provides a flexible framework for modeling multiple response processes. This feature is particularly attractive for understanding how response styles may affect answers to attitudinal questions. Facilitating… read more here.
Keywords: tree models; response tree; item response; response ... See more keywords
Influential Observations in Bayesian Regression Tree Models
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DOI: 10.1080/10618600.2023.2210180
Abstract: BCART (Bayesian Classification and Regression Trees) and BART (Bayesian Additive Regression Trees) are popular Bayesian regression models widely applicable in modern regression problems. Their popularity is intimately tied to the ability to flexibly model complex… read more here.
Keywords: regression; bayesian regression; tree models; regression tree ... See more keywords
Establishment of a Financial Crisis Early Warning System for Domestic Listed Companies Based on Three Decision Tree Models
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DOI: 10.1155/2020/8036154
Abstract: The financial crisis is a realistic problem that the general enterprise must encounter in the process of financial management. Due to the impact of the COVID-19 and the Sino-US trade war, domestic companies with unsound… read more here.
Keywords: decision; tree models; financial crisis; three decision ... See more keywords
Exploratory Data Mining Techniques (Decision Tree Models) for Examining the Impact of Internet-Based Cognitive Behavioral Therapy for Tinnitus: Machine Learning Approach.
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DOI: 10.2196/28999
Abstract: BACKGROUND There is huge variability in the way that individuals with tinnitus respond to interventions. These experiential variations, together with a range of associated etiologies, contribute to tinnitus being a highly heterogeneous condition. Despite this… read more here.
Keywords: decision; cognitive behavioral; tree models; tinnitus ... See more keywords
Predicting ratings of perceived exertion in youth soccer using decision tree models
Sign Up to like & getrecommendations! Published in 2022 at "Biology of Sport"
DOI: 10.5114/biolsport.2022.103723
Abstract: The purpose of this study was to determine the effectiveness of white-box decision tree models (DTM) for predicting the rating of perceived exertion (RPE). The second aim was to examine the relationship between RPE and… read more here.
Keywords: decision tree; youth soccer; tree models;