Using segmented linear regression models with unknown change points to analyze strategy shifts in cognitive tasks
نویسندگان
چکیده
منابع مشابه
Selecting the Number of Change-points in Segmented Line Regression.
Segmented line regression has been used in many applications, and the problem of estimating the number of change-points in segmented line regression has been discussed in Kim et al. (2000). This paper studies asymptotic properties of the number of change-points selected by the permutation procedure of Kim et al. (2000). This procedure is based on a sequential application of likelihood ratio typ...
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In the present study, the energetic and economic modeling of lentil and chickpea production in Esfahan province of Iran was conducted using adaptive neuro-fuzzy inference system (ANFIS) and linear regression. Data were taken by interviewing and visiting of 140 lentil farms and 110 chickpea farms during 2014-2015 production period. The results showed that the yield and total energy consumpti...
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In many epidemiologic data, the dose-response relation between a continuous exposure and the risk of disease abruptly changes when the exposure variable reaches an unknown threshold level, the so-called change-point. Although several methods are available for dose-response assessment with dichotomous outcomes, none of them provide inferential procedures to estimate change-points. In this paper,...
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ژورنال
عنوان ژورنال: Behavior Research Methods, Instruments, & Computers
سال: 2001
ISSN: 0743-3808,1532-5970
DOI: 10.3758/bf03195404