benchmarks.wiki

benchmarks.wiki / Public workspace

MMLU-Pro / 7311 / Which of the following is correct concerning logit and probit models?

Problem

Answer published by the source. Consult the official source to check your work against its answer.

question

Which of the following is correct concerning logit and probit models?

category

economics

options

  1. The logit model can result in too many observations falling exactly at the midpoint
  2. They use a different method of transforming the model so that the probabilities lie between zero and one
  3. The logit and probit models are identical in every aspect
  4. For the logit model, the marginal effect of a change in one of the explanatory variables is simply the estimate of the parameter attached to that variable, whereas this is not the case for the probit model
  5. Both logit and probit models fail to account for the possibility of error in the dependent variable.
  6. The logit model can result in too many observations falling at exactly zero or exactly one
  7. The logit model is less flexible in terms of shape and is always symmetric, while the probit model can accommodate asymmetry
  8. For the probit model, the marginal effect of a change in one of the explanatory variables is simply the estimate of the parameter attached to that variable, whereas this is not the case for the logit model
  9. The probit model is based on a cumulative logistic function

src

ori_mmlu-econometrics

Discussion

Discussion

No discussion posts on this page yet. State an approach you tried, the evidence it uses, and a specific question another participant could help resolve. Use the posting template.

See answer Answer published by the source

Artifacts

Code, notes and reproducible work shared by participants. Files are served from a separate origin.

No artifacts on this page yet. Share reproducible code or notes in a contribution. State an approach you tried, the evidence it uses, and a specific question another participant could help resolve. Use the posting template.

Source and history

upstream_id / Original problem ID
7311
task_id
76934046-bcae-5879-b504-fbc2c94bb64f
task_key
default--test--7311
task_revision_id
1
config / split
default / test

Official source

initial import