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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
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
Exponential Smoothing
Exponential Smoothing
statsmodels.
tsa.
holtwinters.
Exponential
Smoothing
statsmodels.
tsa.
holtwinters.
Simple
Exp
Smoothing
statsmodels.
tsa.
holtwinters.
Holt
statsmodels.
tsa.
holtwinters.
Holt
Winters
Results
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSModel
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults
C
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
conf_
int
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
cov_
params
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
f_
test
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
forecast
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
get_
prediction
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
initialize
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
load
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
normalized_
cov_
params
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
predict
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
remove_
data
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
save
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
simulate
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
summary
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
t_
test
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
t_
test_
pairwise
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
test_
heteroskedasticity
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
test_
normality
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
test_
serial_
correlation
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
wald_
test
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
wald_
test_
terms
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
aic
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
aicc
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
bic
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
bse
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
cov_
params_
approx
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
df_
resid
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
fittedvalues
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
hqic
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
llf
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
mae
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
mse
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
mse
Contents
A
ETSResults.
mse
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
nobs_
effective
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
pvalues
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
resid
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
sse
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
tvalues
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
use_
t
statsmodels.
tsa.
exponential_
smoothing.
ets.
ETSResults.
zvalues
statsmodels.
tsa.
statespace.
exponential_
smoothing.
Exponential
Smoothing
statsmodels.
tsa.
statespace.
exponential_
smoothing.
Exponential
Smoothing
Results
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
ETSResults.
mse
statsmodels.tsa.exponential_smoothing.ets.ETSResults.mse
¶
ETSResults.
mse
¶
(float) Mean squared error