Výsledky vyhledávání - "Slipetz, Lindley R."

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Ordinal Outcome State-Space Models for Intensive Longitudinal Data

Autor: Henry, Teague R., Slipetz, Lindley R., Falk, Ami, Qiu, Jiaxing, Chen, Meng

Intensive longitudinal (IL) data are increasingly prevalent in psychological science, coinciding with technological advancements that make it simple to deploy study designs such as daily diary and ecological momentary assessments. IL data are charact

Externí odkaz: http://arxiv.org/abs/2305.13444

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Analyzing Ecological Momentary Assessment Data with State-Space Models: Considerations and Recommendations

Autor: Slipetz, Lindley R., Eberle, Jeremy W., Levinson, Cheri A., Falk, Ami, Cusack, Claire E., Henry, Teague R.

Ecological momentary assessment (EMA) data have a broad base of application in the study of time trends and relations. In EMA studies, there are a number of design considerations which influence the analysis of the data. One general modeling framewor

Externí odkaz: http://arxiv.org/abs/2305.03214

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Missing Data in Discrete Time State-Space Modeling of Ecological Momentary Assessment Data: A Monte-Carlo Study of Imputation Methods

Autor: Slipetz, Lindley R., Falk, Ami, Henry, Teague R.

When using ecological momentary assessment data (EMA), missing data is pervasive as participant attrition is a common issue. Thus, any EMA study must have a missing data plan. In this paper, we discuss missingness in time series analysis and the appr

Externí odkaz: http://arxiv.org/abs/2301.13144

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