All Questions
Tagged with multilevel-analysis logistic
111 questions
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Hierarchical Multiple Regression vs Ordinal (logistics) regression
This is my first research assignment and I feel overwhelmed and confused.
I have been informed by my supervisor to do a hierarchical multiple regression using SPSS. I noticed that my dependent ...
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Modeling time in multilevel logistic regression
I conducted an experiment in which participants listened to sentences while looking at pictures about the sentences on a computer screen. Whether at a given time point a participant looked at the left ...
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How to conduct a multilevel (hierarchical) binary logistic regression (in SPSS, R, or other software)?
I have a model with occurrence of a disease represented by a binary dependent variable (DV) and 8 independent variables (IVs) at different levels. I need to create a multi-level model, in which the ...
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Modeling pass rates for departments and courses within a school
Suppose I have a regression model, for example a logistic regression model, which provides a score between 0 and 1 reflecting whether or not that a student will pass a course given certain variables:
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Logistic regression model comparison
I want to use logistic regression to look at how a continuous variable that I have measured for a sample of participants (how long they looked at a product) is impacting a dichotomous variable (...
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How to do binary logistic regression on people (couples) clustered within homes?
I am looking at the relationship between housing characteristics and a health outcome. To make the example simple, I have data for a continuous predictor (exposure) collected from 1000 homes and ...
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Why use a beta distribution on the Bernoulli parameter for hierarchical logistic regression?
I'm currently reading Kruschke's excellent "Doing Bayesian Data Analysis" book. However, the chapter on hierarchical logistic regression (Chapter 20) is somewhat confusing.
Figure 20.2 describes a ...
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Ordered logistic multilevel regression in imputed dataset
Is there any way to calculate an ordered logistic multilevel regression in an imputed dataset? I have tried Stata’s GLLAMM (Generalized Linear and Latent Mixed ...
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How to specify Bayesian mixed effects model in BUGS
I posted this earlier in the week then retracted the question when I found a good source, not wanting to waste people's time. I haven't made much progress I'm afraid. In trying to be a good citizen ...
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Stepwise model selection, Hosmer-Lemeshow statistics and prediction success of model in nested logistic regression in R
is it possible to do stepwise (direction = both) model selection in nested binary logistic regression in R? I would also appreciate if you can teach me how to get:
Hosmer-Lemeshow statitistic,
Odds ...
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