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statsmodels 0.15.0 (+651)
statsmodels.tsa.arima.model.ARIMAResults.bic
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statsmodels
statsmodels 0.15.0 (+651)
statsmodels
Installing statsmodels
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User Guide
User Guide
Background
Regression and Linear Models
Time Series Analysis
Time Series Analysis
Time Series analysis tsa
Time Series analysis tsa
Descriptive Statistics and Tests
Estimation
Estimation
Univariate Autoregressive Processes
(AR)
Autoregressive Moving-
Average Processes
(ARMA) and Kalman Filter
Autoregressive Moving-
Average Processes
(ARMA) and Kalman Filter
statsmodels.
tsa.
arima.
model.
ARIMA
statsmodels.
tsa.
arima.
model.
ARIMAResults
statsmodels.
tsa.
arima.
model.
ARIMAResults
C
statsmodels.
tsa.
arima.
model.
ARIMAResults
statsmodels.
tsa.
arima.
model.
ARIMAResults
statsmodels.
tsa.
arima.
model.
ARIMAResults.
append
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arima.
model.
ARIMAResults.
apply
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arima.
model.
ARIMAResults.
conf_
int
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tsa.
arima.
model.
ARIMAResults.
cov_
params
statsmodels.
tsa.
arima.
model.
ARIMAResults.
extend
statsmodels.
tsa.
arima.
model.
ARIMAResults.
f_
test
statsmodels.
tsa.
arima.
model.
ARIMAResults.
forecast
statsmodels.
tsa.
arima.
model.
ARIMAResults.
get_
forecast
statsmodels.
tsa.
arima.
model.
ARIMAResults.
get_
prediction
statsmodels.
tsa.
arima.
model.
ARIMAResults.
get_
smoothed_
decomposition
statsmodels.
tsa.
arima.
model.
ARIMAResults.
impulse_
responses
statsmodels.
tsa.
arima.
model.
ARIMAResults.
info_
criteria
statsmodels.
tsa.
arima.
model.
ARIMAResults.
initialize
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tsa.
arima.
model.
ARIMAResults.
load
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tsa.
arima.
model.
ARIMAResults.
news
statsmodels.
tsa.
arima.
model.
ARIMAResults.
normalized_
cov_
params
statsmodels.
tsa.
arima.
model.
ARIMAResults.
plot_
diagnostics
statsmodels.
tsa.
arima.
model.
ARIMAResults.
predict
statsmodels.
tsa.
arima.
model.
ARIMAResults.
remove_
data
statsmodels.
tsa.
arima.
model.
ARIMAResults.
save
statsmodels.
tsa.
arima.
model.
ARIMAResults.
simulate
statsmodels.
tsa.
arima.
model.
ARIMAResults.
summary
statsmodels.
tsa.
arima.
model.
ARIMAResults.
t_
test
statsmodels.
tsa.
arima.
model.
ARIMAResults.
t_
test_
pairwise
statsmodels.
tsa.
arima.
model.
ARIMAResults.
test_
heteroskedasticity
statsmodels.
tsa.
arima.
model.
ARIMAResults.
test_
normality
statsmodels.
tsa.
arima.
model.
ARIMAResults.
test_
serial_
correlation
statsmodels.
tsa.
arima.
model.
ARIMAResults.
wald_
test
statsmodels.
tsa.
arima.
model.
ARIMAResults.
wald_
test_
terms
statsmodels.
tsa.
arima.
model.
ARIMAResults.
aic
statsmodels.
tsa.
arima.
model.
ARIMAResults.
aicc
statsmodels.
tsa.
arima.
model.
ARIMAResults.
arfreq
statsmodels.
tsa.
arima.
model.
ARIMAResults.
arparams
statsmodels.
tsa.
arima.
model.
ARIMAResults.
arroots
statsmodels.
tsa.
arima.
model.
ARIMAResults.
bic
statsmodels.
tsa.
arima.
model.
ARIMAResults.
bic
Contents
A
ARIMAResults.
bic
statsmodels.
tsa.
arima.
model.
ARIMAResults.
bse
statsmodels.
tsa.
arima.
model.
ARIMAResults.
cov_
params_
approx
statsmodels.
tsa.
arima.
model.
ARIMAResults.
cov_
params_
oim
statsmodels.
tsa.
arima.
model.
ARIMAResults.
cov_
params_
opg
statsmodels.
tsa.
arima.
model.
ARIMAResults.
cov_
params_
robust
statsmodels.
tsa.
arima.
model.
ARIMAResults.
cov_
params_
robust_
approx
statsmodels.
tsa.
arima.
model.
ARIMAResults.
cov_
params_
robust_
oim
statsmodels.
tsa.
arima.
model.
ARIMAResults.
fittedvalues
statsmodels.
tsa.
arima.
model.
ARIMAResults.
hqic
statsmodels.
tsa.
arima.
model.
ARIMAResults.
llf
statsmodels.
tsa.
arima.
model.
ARIMAResults.
llf_
obs
statsmodels.
tsa.
arima.
model.
ARIMAResults.
loglikelihood_
burn
statsmodels.
tsa.
arima.
model.
ARIMAResults.
mae
statsmodels.
tsa.
arima.
model.
ARIMAResults.
mafreq
statsmodels.
tsa.
arima.
model.
ARIMAResults.
maparams
statsmodels.
tsa.
arima.
model.
ARIMAResults.
maroots
statsmodels.
tsa.
arima.
model.
ARIMAResults.
mse
statsmodels.
tsa.
arima.
model.
ARIMAResults.
pvalues
statsmodels.
tsa.
arima.
model.
ARIMAResults.
resid
statsmodels.
tsa.
arima.
model.
ARIMAResults.
seasonalarparams
statsmodels.
tsa.
arima.
model.
ARIMAResults.
seasonalmaparams
statsmodels.
tsa.
arima.
model.
ARIMAResults.
sse
statsmodels.
tsa.
arima.
model.
ARIMAResults.
states
statsmodels.
tsa.
arima.
model.
ARIMAResults.
tvalues
statsmodels.
tsa.
arima.
model.
ARIMAResults.
use_
t
statsmodels.
tsa.
arima.
model.
ARIMAResults.
zvalues
Exponential Smoothing
ARMA Process
Autoregressive Distributed Lag
(ARDL) Models
Error Correction Models
(ECM)
Regime switching models
Time Series Filters
TSA Tools
VARMA Process
Interpolation
Deterministic Processes
Forecasting Models
Prediction Results
Time Series Analysis by State Space Methods statespace
Vector Autoregressions tsa.
vector_
ar
Other Models
Statistics and Tools
Data Sets
Sandbox
Examples
API Reference
About statsmodels
Developer Page
Release Notes
Contents
A
ARIMAResults.
bic
statsmodels.tsa.arima.model.ARIMAResults.bic
¶
ARIMAResults.
bic
¶
(float) Bayes Information Criterion