Permalink
Cannot retrieve contributors at this time
Name already in use
A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch?
example-models/ARM/Ch.14/README
Go to fileThis commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
42 lines (36 sloc)
1.31 KB
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Data | |
==== | |
1. election88.data.R | |
- N : number of observations | |
- n_age : number of age groups | |
- n_edu : number of edu groups | |
- n_age_edu : number of age-edu groups | |
- n_state : number of states | |
- n_region_full: number of regions | |
- age : age category | |
- age_edu : age-edu value | |
- black : is black? 1: Yes, 0: No | |
- edu : education level | |
- female : is female? 1: Yes, 0: No | |
- region_full : region number | |
- state : state number | |
- v_prev_full : preview values | |
- y : vote outcome | |
2. pilots.data.R | |
- N : number of observations | |
- n_groups : number of groups | |
- n_scenarios: number of scenarios | |
- group_id : group id | |
- scenario_id: scenario id | |
- y : score | |
Models | |
====== | |
1. Multilevel model with varying intercept | |
election88.stan: glmer(y ~ black + female + (1 | state), family=binomial(link="logit")) | |
2. Multilevel model with several group level predictors | |
election88_full.stan: glmer(y ~ black + female + v_prev_full + (1 | age) + (1 | age_edu) | |
+ (1 | state) + (1 | region_full), | |
family=binomial(link="logit")) | |
pilots.stan : lmer(y ~ 1 + (1 | group) + (1 | scenario)) | |
3. Above models with Matt trick | |
pilots_chr.stan: lmer(y ~1 + (1 | group) + (1 | scenario)) |