Problem with group-level Y and comple... PreviousNext
Mplus Discussion > Multilevel Data/Complex Sample >
 Jan-Paul Lüdtke posted on Sunday, September 22, 2013 - 7:55 am
Here is my problem:

-Subjects are characterized by cat. and con. var.
-Subjects engage in a varying number of consecutive events
-The number and kind of events subjects engage in depends to some extent on the subjects’ characteristics
-Each event is characterized by cat. and con. var.
-The dependent variable is "success", which is binary coded (1 = success / 0 = failure)
-Series of events for each subject end either with success or failure.
-I assume that the characteristics of an event depend to some extent on the characteristics of previous events and the subjects' characteristics.
-I assume that the event series outcome (1 / 0) is influenced by the subjects‘ characteristics, the single events’ characteristics and characteristics of the event series.

I am trying to develop a model that predicts the probability of success for a new subject at any given event in the"event series". The dependent var. is measured at group level (individual subject = group of events).

-The group-level var. act as predictors for group-level outcome and the specific series of events (what are the events' characteristics, how are the events ordered, how many events are there)
-The within-group variables (the event characteristics) act as predictors on subsequent event characteristics and the group-level outcome.

I started 9.3., 9.4 but I am getting nowhere.
 Bengt O. Muthen posted on Monday, September 23, 2013 - 3:24 pm
You have binary outcomes that influence each other, so that sounds like Markov modeling might be a suitable approach. You may want to look at UG ex 8.12 which can be extended to include covariates. Also study that literature. Perhaps also try SEMNET and/or Multilevelnet.
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