All Questions
Tagged with survey-weights logistic
12
questions
2
votes
1
answer
69
views
writing a simple linear (and logistic) regression equation that incorporates survey weights
I am running a basic linear (and then logistic) regression that incorporates basic survey weights. I would like to specify the general regression equation with the survey weights for a manuscript. But ...
- 23
0
votes
0
answers
93
views
Weighted logistic regression for complex survey design
I want to run a logistic regression on my dataset in R. I want to test the probability of which direction a fish is facing depending on my variables. I am considering using a weighted logistic ...
1
vote
2
answers
1k
views
Reporting average marginal effects of a survey-weighted logit model with R
I'm working with survey data of a complex sample to estimate binary outcome models. I am trying to report average marginal effects of a logit model, which I estimated through ...
1
vote
0
answers
651
views
How to compute weights using logistic regression
I'm not interested in creating a logistic regression model which is weighted, I'm interested in using a logistic regression model to compute the weights of a survey. It seems that, given the weights ...
- 946
2
votes
1
answer
98
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Matching biometrics with NHANES
Good morning everyone,
I'm trying to figure out how to do some matching with NHANES datasets. Basically, I have a separate population of participants in a weight loss program, for which we do not ...
- 33
3
votes
1
answer
1k
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Why do R and SPSS give different SEs (complex survey with weights)?
My colleague and I are working with complex survey data (i.e., with weights). He is doing the analysis in SPSS, and I am trying to double-check his work, but I use R.
We have a binary explanatory ...
- 33
3
votes
2
answers
382
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How important are the survey weights?
I run logit model with a cross-sectional dataset of Indian individuals. I am using descriptive statistics of the same dataset to justify and interpret the estimations of logit model. However, I must ...
- 41
3
votes
2
answers
996
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Logit/Probit: algorithm did not converge and sampling weights
I am running a logit regression in R. I get a warning which signals the missing algorithm convergence.
My experience suggests that the problem may be due to the number of dummies in the model and/or ...
- 406
1
vote
1
answer
1k
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Run fixed effect and logit regression on a national survey that need to be "weighted" in R?
I am a beginner user of R. I am using a national survey to test what variables influence the participation in complementary pensions (the participation in complementary pension is voluntary in my ...
- 11
1
vote
1
answer
2k
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Exogenous weighting: multinomial logit models
Can the utilities or choice probabilities be weighted by population weights? Or must the weighting actually occur at the observational/individual level? I assume it must occur at the observational ...
- 284
6
votes
1
answer
2k
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Are sampling weights necessary in logistic regression?
When should I use weights when performing a logistic regression? The weights I'm referring to are sampling weights from a survey? Or should I just use the unweighted data?
- 619
2
votes
1
answer
2k
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Survey Weighted Random Effects Logit Model in R
I am trying to predict a binary outcome with a model that includes a random effect using survey data. I've included a description of the sampling design below, so feel free to comment on my survey ...
- 867