Function reference

Everything here is importable from logit_stream, except the simulators, which are in logit_stream.simulate.

Estimation
logit_stream, probit_stream	binary logit and probit, with any number of fixed effects (hdfe-stream’s feglm_stream)
mlogit_stream	multinomial logit, with absorbed fixed effects or random intercepts
ologit_stream, oprobit_stream	ordered logit and probit, with an absorbed fixed effect (or, for the logit, random intercepts)
clogit_stream	conditional (McFadden) logit on long-format choice data
cfelogit_stream	Chamberlain’s conditional fixed-effects logit for panels
nlogit_stream, mixlogit_stream	nested and mixed logit (experimental)
Results
MultinomialLogitResult, OrderedLogitResult, OrderedProbitResult, ConditionalLogitResult, ConditionalFELogitResult, NestedLogitResult, MixedLogitResult	one model: coefficients, standard errors, fit statistics, predictions, residuals, fixed or random effects
LogitResult	what they share
LogitMulti	a formula that expands to several models
Utilities
etable	regression tables, through pyfixest (hdfe-stream’s)
bonferroni, holm	multiple-testing corrections across models (hdfe-stream’s)
simulate_people, simulate_choices, simulate_panel	simulated data with known coefficients