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Jeremy Miles
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I don't think you have your parameter count correct. That's the number of moments going into the model, not the number of parameters - for that you need the.

Here's how I think about it, for a rule of thumb: At level 2, you're doing a factor analysis with 35 variables. What sample size would you be comfortable using if you were doing a single level factor anlaysisanalysis with 35 variables? I'd say a couple of hundred, at least (and ideally, a lot more). That's how many clusters you need.

Multilevel CFAs are kind of cool, and interesting, but it's really hard to find enough suitable data to run one.

I don't think you have your parameter count correct. That's the number of moments going into the model, not the number of parameters - for that you need the

Here's how I think about it, for a rule of thumb: At level 2, you're doing a factor analysis with 35 variables. What sample size would you be comfortable using if you were doing a single level factor anlaysis with 35 variables? I'd say a couple of hundred, at least (and ideally, a lot more). That's how many clusters you need.

Multilevel CFAs are kind of cool, and interesting, but it's really hard to find enough suitable data to run one.

I don't think you have your parameter count correct. That's the number of moments going into the model, not the number of parameters.

Here's how I think about it, for a rule of thumb: At level 2, you're doing a factor analysis with 35 variables. What sample size would you be comfortable using if you were doing a single level factor analysis with 35 variables? I'd say a couple of hundred, at least (and ideally, a lot more). That's how many clusters you need.

Multilevel CFAs are kind of cool, and interesting, but it's really hard to find enough suitable data to run one.

Source Link
Jeremy Miles
  • 19k
  • 6
  • 46
  • 82

I don't think you have your parameter count correct. That's the number of moments going into the model, not the number of parameters - for that you need the

Here's how I think about it, for a rule of thumb: At level 2, you're doing a factor analysis with 35 variables. What sample size would you be comfortable using if you were doing a single level factor anlaysis with 35 variables? I'd say a couple of hundred, at least (and ideally, a lot more). That's how many clusters you need.

Multilevel CFAs are kind of cool, and interesting, but it's really hard to find enough suitable data to run one.