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statsmodels
v0.14.4
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statsmodels 0.15.0 (+647)
statsmodels
v0.14.4
10.5k
3.3k
Installing statsmodels
Getting started
User Guide
User Guide
Background
Regression and Linear Models
Regression and Linear Models
Linear Regression
Generalized Linear Models
Generalized Estimating Equations
Generalized Additive Models
(GAM)
Robust Linear Models
Linear Mixed Effects Models
Regression with Discrete Dependent Variable
Regression with Discrete Dependent Variable
Module Reference
Module Reference
statsmodels.
discrete.
discrete_
model.
Logit
statsmodels.
discrete.
discrete_
model.
Probit
statsmodels.
discrete.
discrete_
model.
MNLogit
statsmodels.
discrete.
discrete_
model.
Poisson
statsmodels.
discrete.
discrete_
model.
Negative
Binomial
statsmodels.
discrete.
discrete_
model.
Negative
Binomial
P
statsmodels.
discrete.
discrete_
model.
Generalized
Poisson
statsmodels.
discrete.
count_
model.
Zero
Inflated
Poisson
statsmodels.
discrete.
count_
model.
Zero
Inflated
Negative
Binomial
P
statsmodels.
discrete.
count_
model.
Zero
Inflated
Generalized
Poisson
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Model
statsmodels.
discrete.
truncated_
model.
Truncated
LFNegative
Binomial
P
statsmodels.
discrete.
truncated_
model.
Truncated
LFPoisson
statsmodels.
discrete.
conditional_
models.
Conditional
Logit
statsmodels.
discrete.
conditional_
models.
Conditional
MNLogit
statsmodels.
discrete.
conditional_
models.
Conditional
Poisson
statsmodels.
miscmodels.
ordinal_
model.
Ordered
Model
statsmodels.
discrete.
discrete_
model.
Logit
Results
statsmodels.
discrete.
discrete_
model.
Probit
Results
statsmodels.
discrete.
discrete_
model.
Count
Results
statsmodels.
discrete.
discrete_
model.
Multinomial
Results
statsmodels.
discrete.
discrete_
model.
Negative
Binomial
Results
statsmodels.
discrete.
discrete_
model.
Generalized
Poisson
Results
statsmodels.
discrete.
count_
model.
Zero
Inflated
Poisson
Results
statsmodels.
discrete.
count_
model.
Zero
Inflated
Negative
Binomial
Results
statsmodels.
discrete.
count_
model.
Zero
Inflated
Generalized
Poisson
Results
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results
C
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
conf_
int
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
cov_
params
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
f_
test
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
get_
diagnostic
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
get_
distribution
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
get_
influence
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
get_
margeff
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
get_
prediction
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
info_
criteria
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
initialize
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
load
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
normalized_
cov_
params
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
predict
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
remove_
data
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
save
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
score_
test
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
set_
null_
options
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
summary
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
summary2
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
t_
test
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
t_
test_
pairwise
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
wald_
test
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
wald_
test_
terms
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
aic
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
bic
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
bse
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
fittedvalues
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
im_
ratio
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
im_
ratio
Contents
A
Hurdle
Count
Results.
im_
ratio
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
llf
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
llnull
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
llr
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
llr_
pvalue
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
prsquared
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
pvalues
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
resid
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
resid_
pearson
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
resid_
response
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
tvalues
statsmodels.
discrete.
truncated_
model.
Hurdle
Count
Results.
use_
t
statsmodels.
discrete.
truncated_
model.
Truncated
LFPoisson
Results
statsmodels.
discrete.
truncated_
model.
Truncated
Negative
Binomial
Results
statsmodels.
discrete.
conditional_
models.
Conditional
Results
statsmodels.
miscmodels.
ordinal_
model.
Ordered
Results
statsmodels.
discrete.
discrete_
model.
Discrete
Model
statsmodels.
discrete.
discrete_
model.
Discrete
Results
statsmodels.
discrete.
discrete_
model.
Binary
Model
statsmodels.
discrete.
discrete_
model.
Binary
Results
statsmodels.
discrete.
discrete_
model.
Count
Model
statsmodels.
discrete.
discrete_
model.
Multinomial
Model
statsmodels.
discrete.
count_
model.
Generic
Zero
Inflated
Generalized Linear Mixed Effects Models
ANOVA
Other Models othermod
Time Series Analysis
Other Models
Statistics and Tools
Data Sets
Sandbox
Examples
API Reference
About statsmodels
Developer Page
Release Notes
Contents
A
Hurdle
Count
Results.
im_
ratio
statsmodels.discrete.truncated_model.HurdleCountResults.im_ratio
¶
HurdleCountResults.
im_ratio
¶