Multilevel modelling
Multilevel Modelling with Spatial Effects
... autocorrelated. Modelling such externalities comes within the realm of spatial ...properly modelling these spatial interdependencies, with positive dependence, the outcome could be that, since the actual ...
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Multilevel modelling of repeated ordinal measures: an application to attitudes to divorce
... of multilevel modelling techniques for an ordinal response, and demonstrates how the multilevel modelling approach to repeated measures copes with complex patterns of attrition and wave ...
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Vulnerability and risk to HIV infection in Uganda: multilevel modelling of Uganda AIDS Indicator Survey Data
... level modelling, a method that is known not to account for the effect of ...used multilevel modelling are scarce and have not adequately highlighted the role of social ...
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Socioeconomic disparities in preventable hospitalization among adults with diabetes in Taiwan: a multilevel modelling approach
... use multilevel modelling to ex- plore the relationship between socioeconomic status and preventable ...3 Multilevel logistic regressions of preventable hospitalization among diabetes patients aged 18 ...
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Therapist effects and moderators of effectiveness and efficiency in psychological wellbeing practitioners: A multilevel modelling analysis
... studies. Multilevel modelling (MLM) enables the variance at multiple hierarchical levels to be analysed, reflecting that patient outcomes are nested within therapists (Raudenbush & Bryk, ...
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Formula for success: Multilevel modelling of Formula One Driver and Constructor performance, 1950-2014
... Bell, A. orcid.org/0000-0002-8268-5853, Smith, J., Sabel, C.E. et al. (1 more author) (2016) Formula for success: Multilevel modelling of Formula One Driver and Constructor performance, 1950-2014. Journal ...
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Marker effects and examination reliability: a comparative exploration from the perspectives of generalizability theory, Rasch modelling and multilevel modelling
... Our measures of rater effects are crucial to performance monitoring of examiners, but we noted in Chapter 2 that previous research has indicated that they may be unstable (e.g. Lamprianou, 2006; Leckie and Baird, 2011; ...
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Risk factors of chronic periodontitis on healing response: a multilevel modelling analysis
... biased. Multilevel modelling (MLM) data analysis has widely been used in recent years, regarding thorough hier- archical structuring of the data, decomposing the error terms into different levels, and ...
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Measuring the efficiency of universities: a comparison of multilevel modelling and data envelopment analysis
... and multilevel modelling (MLM) are applied to a data set of 54578 graduates from UK universities in 1993 in order to assess the teaching performance of ...
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From Micro to Macro: Multilevel modelling with group-level outcomes.
... regarding multilevel modelling focusses on so-called macro-micro models, where the outcome is measured at the lowest level of the model, and these models are generally well ...likelihood multilevel ...
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Murder, muddled thinking and multilevel modelling
... Multi-level modelling: A more sophisticated approach is an extension of standard regression known as multilevel modelling (MLM). MLM exploits the full data structure; therefore no information on the ...
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Multilevel Modelling of Country Effects: A Cautionary Tale
... for Multilevel Modelling’s FAQ on sample sizes for multilevel modelling states that ‘[r]ules of thumb such as only doing multilevel modelling with 15 or 30 or 50 level 2 units can be ...
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Therapist effects and IAPT Psychological Wellbeing Practitioners (PWPs): A multilevel modelling and mixed methods analysis
... multi-level modelling involved using the total dataset of in- treatment and completed treatment cases, to produce two single level regression models for depression (PHQ-9) and anxiety (GAD-7) separately, including ...
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Multilevel Modelling of Determinants of Youth Unemployment in Urban Ethiopia: Bayesian Estimation Approach
... classical multilevel logistic regression treats the unknown parameters as fixed constants for a fixed effect and treats as random for random effect without any distribution, while the Bayesian approach treats them ...
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Exploring variation in low value care: a multilevel modelling study
... Most models included the four levels Episode, Treating hospital, Local Health District LHD of the treating hospital, and Statistical Local Area SLA of residence.. Two procedures spinal f[r] ...
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The Uncanny Valley as a universal experience : a replication study using multilevel modelling
... Subjective ratings of human likeness such as the huMech score used by Mathur and Reichling 2016, Slijkhuis & Schmettow 2017 and in the current study might not be an accurate measurement.[r] ...
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Regional inequalities in benzene exposures across the European petrochemical industry : a Bayesian multilevel modelling approach
... Bayesian multilevel models were constructed to account for variability caused by spatial hierarchical structures, un- certainty in the estimates, and to incorporate both individual and group-level ...
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An application of multilevel modelling techniques to the longitudinal study of student progress in a modular degree course
... Model (5.14) was fitted to the full data set using the method described above: starting values for the fixed parameters and for levelland student-level variance parameters were obtained [r] ...
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Inequality and crime across England: a multilevel modelling approach
... ðòîé ðòîî ðòðë ðòï🠖ðòïè ðòïð –ðòîï –ðòðê ðòðêŸ ðòðë –ðòïï –ðòðî –ðòðê –ðòîð –ðòîì –ðòîç –ðòìï –ðòëí êòéì ðòðí éêòèû ðòðê êëòëû ðòðî éïòíû.. ðòïð ðòïð –ðòðí –ðòðêŸ ðòìî ðòïî –ðòïè –ðòï[r] ...
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Social Quality and Health: Examining Individual and Neighbourhood Contextual Effects using a Multilevel Modelling Approach
... Abstract Social quality focusses on the nature of ‘the social’, arguing that people are realised as social beings through interacting with a range of collectives, both from the formal world of systems and the informal ...
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