A latent class model for obesity

William Greene; Mark N. Harris; Bruce Hollingsworth; Pushkar Maitra

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A latent class model for obesity

机译：肥胖的潜在阶级模型

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摘要

We extend the discrete data latent class literature by explicitly defining a latent variable for class membership as a function of both observables and unobservables, thereby allowing the equations defining the class membership and observed outcomes to be correlated. The procedure is then applied to modelling observed obesity outcomes, based upon an underlying ordered probit equation.

机译：通过显式定义类别成员的潜在变量作为可观察和不可观察函数的函数，我们扩展了离散数据潜在类别文献，从而允许定义类别成员和观察结果的方程式相关。然后，根据潜在的有序Probit方程，将该程序应用于对观察到的肥胖结果进行建模。

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来源
《Economics letters》 |2014年第1期|1-5|共5页
作者
William Greene; Mark N. Harris; Bruce Hollingsworth; Pushkar Maitra;
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作者单位

Economics Department, Stern Business School, New York University, United States;

School of Economics and Finance, Curtin University, Australia;

Division of Health Research, Lancaster University, United Kingdom;

Department of Economics, Monash University, Australia;

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原文格式 PDF
正文语种 eng
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关键词
Latent class; Class membership; Obesity;

机译：潜伏类;类成员;肥胖;

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2. Simultaneous Decision on the Number of Latent Clusters and Classes for Multilevel Latent Class Models [J] . Hsiu-Ting Yu, Jungkyu Park Multivariate behavioral research . 2014,第3期

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3. The Augmented Latent Class Model: Incorporating Additional Heterogeneity in the Latent Class Model for Panel Data [J] . SAJEEV VARKI, PRADEEP K. CHINTAGUNTA Journal of marketing research . 2004,第2期

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4. Classification of SNPs for obesity analysis using FARNeM modelling [C] . Phaik-Ling Ong, Yun-Huoy Choo, Emran Nurul A. International Conference on Intelligent Systems Design and Applications . 2013

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5. Latent class models and latent transition models for dietary pattern analysis. [D] . Sotres-Alvarez, Daniela Taryn. 2010

机译：膳食模式分析的潜在类别模型和潜在转变模型。
6. Hui and Walter’s latent-class model extended to estimate diagnostic test properties from surveillance data: a latent model for latent data [O] . Mairead L. Bermingham, Ian G. Handel, Elizabeth J. Glass, -1

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7. A Bivariate Latent Class Correlated Generalized Ordered Probit Model with an Application to Modeling Observed Obesity Levels [O] . Greene William, N. Harris Mark, Hollingworth Bruce, 2008

机译：二元潜类相关广义有序probit模型及其在肥胖水平模型中的应用

A latent class model for obesity

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