math/py-statsmodels: Update to 0.11.1

Major Features:

- Allow fixing parameters in state space models
- Add new version of ARIMA-type estimators (AR, ARIMA, SARIMAX)
- Add STL decomposition for time series
- Functional SIR
- Zivot Andrews test
- Added Oaxaca-Blinder Decomposition
- Add rolling WLS and OLS
- Replacement for AR

Performance Improvements:

- Cythonize innovations algo and filter
- Only perform required predict iterations in state space models
- State space: Improve low memory usability; allow in fit, loglike

3 files changed, 202 insertions, 30 deletions

diff --git a/math/py-statsmodels/Makefile b/math/py-statsmodels/Makefile
index 3875c0ea471..4fb8e0cf648 100644
--- a/math/py-statsmodels/Makefile
+++ b/math/py-statsmodels/Makefile
@@ -1,6 +1,6 @@
-# $NetBSD: Makefile,v 1.6 2020/01/08 01:23:22 minskim Exp $
+# $NetBSD: Makefile,v 1.7 2020/05/03 16:13:11 minskim Exp $
 
-DISTNAME=	statsmodels-0.10.2
+DISTNAME=	statsmodels-0.11.1
 PKGNAME=	${PYPKGPREFIX}-${DISTNAME}
 CATEGORIES=	math python
 MASTER_SITES=	${MASTER_SITE_PYPI:=s/statsmodels/}
diff --git a/math/py-statsmodels/PLIST b/math/py-statsmodels/PLIST
index c0b3fcf0c89..55732babcef 100644
--- a/math/py-statsmodels/PLIST
+++ b/math/py-statsmodels/PLIST
@@ -1,4 +1,4 @@
-@comment $NetBSD: PLIST,v 1.5 2020/01/08 01:23:22 minskim Exp $
+@comment $NetBSD: PLIST,v 1.6 2020/05/03 16:13:11 minskim Exp $
 ${PYSITELIB}/${EGG_INFODIR}/PKG-INFO
 ${PYSITELIB}/${EGG_INFODIR}/SOURCES.txt
 ${PYSITELIB}/${EGG_INFODIR}/dependency_links.txt
@@ -129,7 +129,6 @@ ${PYSITELIB}/statsmodels/compat/tests/test_scipy_compat.pyo
 ${PYSITELIB}/statsmodels/conftest.py
 ${PYSITELIB}/statsmodels/conftest.pyc
 ${PYSITELIB}/statsmodels/conftest.pyo
-${PYSITELIB}/statsmodels/datasets/README.txt
 ${PYSITELIB}/statsmodels/datasets/__init__.py
 ${PYSITELIB}/statsmodels/datasets/__init__.pyc
 ${PYSITELIB}/statsmodels/datasets/__init__.pyo
@@ -189,6 +188,13 @@ ${PYSITELIB}/statsmodels/datasets/cpunish/cpunish.csv
 ${PYSITELIB}/statsmodels/datasets/cpunish/data.py
 ${PYSITELIB}/statsmodels/datasets/cpunish/data.pyc
 ${PYSITELIB}/statsmodels/datasets/cpunish/data.pyo
+${PYSITELIB}/statsmodels/datasets/elec_equip/__init__.py
+${PYSITELIB}/statsmodels/datasets/elec_equip/__init__.pyc
+${PYSITELIB}/statsmodels/datasets/elec_equip/__init__.pyo
+${PYSITELIB}/statsmodels/datasets/elec_equip/data.py
+${PYSITELIB}/statsmodels/datasets/elec_equip/data.pyc
+${PYSITELIB}/statsmodels/datasets/elec_equip/data.pyo
+${PYSITELIB}/statsmodels/datasets/elec_equip/elec_equip.csv
 ${PYSITELIB}/statsmodels/datasets/elnino/__init__.py
 ${PYSITELIB}/statsmodels/datasets/elnino/__init__.pyc
 ${PYSITELIB}/statsmodels/datasets/elnino/__init__.pyo
@@ -1103,6 +1109,9 @@ ${PYSITELIB}/statsmodels/regression/quantile_regression.pyo
 ${PYSITELIB}/statsmodels/regression/recursive_ls.py
 ${PYSITELIB}/statsmodels/regression/recursive_ls.pyc
 ${PYSITELIB}/statsmodels/regression/recursive_ls.pyo
+${PYSITELIB}/statsmodels/regression/rolling.py
+${PYSITELIB}/statsmodels/regression/rolling.pyc
+${PYSITELIB}/statsmodels/regression/rolling.pyo
 ${PYSITELIB}/statsmodels/regression/tests/__init__.py
 ${PYSITELIB}/statsmodels/regression/tests/__init__.pyc
 ${PYSITELIB}/statsmodels/regression/tests/__init__.pyo
@@ -1191,6 +1200,9 @@ ${PYSITELIB}/statsmodels/regression/tests/test_regression.pyo
 ${PYSITELIB}/statsmodels/regression/tests/test_robustcov.py
 ${PYSITELIB}/statsmodels/regression/tests/test_robustcov.pyc
 ${PYSITELIB}/statsmodels/regression/tests/test_robustcov.pyo
+${PYSITELIB}/statsmodels/regression/tests/test_rolling.py
+${PYSITELIB}/statsmodels/regression/tests/test_rolling.pyc
+${PYSITELIB}/statsmodels/regression/tests/test_rolling.pyo
 ${PYSITELIB}/statsmodels/regression/tests/test_theil.py
 ${PYSITELIB}/statsmodels/regression/tests/test_theil.pyc
 ${PYSITELIB}/statsmodels/regression/tests/test_theil.pyo
@@ -1245,9 +1257,6 @@ ${PYSITELIB}/statsmodels/sandbox/archive/tsa.pyo
 ${PYSITELIB}/statsmodels/sandbox/bspline.py
 ${PYSITELIB}/statsmodels/sandbox/bspline.pyc
 ${PYSITELIB}/statsmodels/sandbox/bspline.pyo
-${PYSITELIB}/statsmodels/sandbox/contrast_old.py
-${PYSITELIB}/statsmodels/sandbox/contrast_old.pyc
-${PYSITELIB}/statsmodels/sandbox/contrast_old.pyo
 ${PYSITELIB}/statsmodels/sandbox/datarich/__init__.py
 ${PYSITELIB}/statsmodels/sandbox/datarich/__init__.pyc
 ${PYSITELIB}/statsmodels/sandbox/datarich/__init__.pyo
@@ -1353,9 +1362,6 @@ ${PYSITELIB}/statsmodels/sandbox/distributions/try_max.pyo
 ${PYSITELIB}/statsmodels/sandbox/distributions/try_pot.py
 ${PYSITELIB}/statsmodels/sandbox/distributions/try_pot.pyc
 ${PYSITELIB}/statsmodels/sandbox/distributions/try_pot.pyo
-${PYSITELIB}/statsmodels/sandbox/formula.py
-${PYSITELIB}/statsmodels/sandbox/formula.pyc
-${PYSITELIB}/statsmodels/sandbox/formula.pyo
 ${PYSITELIB}/statsmodels/sandbox/gam.py
 ${PYSITELIB}/statsmodels/sandbox/gam.pyc
 ${PYSITELIB}/statsmodels/sandbox/gam.pyo
@@ -1556,6 +1562,9 @@ ${PYSITELIB}/statsmodels/sandbox/stats/stats_mstats_short.pyo
 ${PYSITELIB}/statsmodels/sandbox/stats/tests/__init__.py
 ${PYSITELIB}/statsmodels/sandbox/stats/tests/__init__.pyc
 ${PYSITELIB}/statsmodels/sandbox/stats/tests/__init__.pyo
+${PYSITELIB}/statsmodels/sandbox/stats/tests/test_multicomp.py
+${PYSITELIB}/statsmodels/sandbox/stats/tests/test_multicomp.pyc
+${PYSITELIB}/statsmodels/sandbox/stats/tests/test_multicomp.pyo
 ${PYSITELIB}/statsmodels/sandbox/sysreg.py
 ${PYSITELIB}/statsmodels/sandbox/sysreg.pyc
 ${PYSITELIB}/statsmodels/sandbox/sysreg.pyo
@@ -1568,9 +1577,6 @@ ${PYSITELIB}/statsmodels/sandbox/tests/maketests_mlabwrap.pyo
 ${PYSITELIB}/statsmodels/sandbox/tests/savervs.py
 ${PYSITELIB}/statsmodels/sandbox/tests/savervs.pyc
 ${PYSITELIB}/statsmodels/sandbox/tests/savervs.pyo
-${PYSITELIB}/statsmodels/sandbox/tests/test_formula.py
-${PYSITELIB}/statsmodels/sandbox/tests/test_formula.pyc
-${PYSITELIB}/statsmodels/sandbox/tests/test_formula.pyo
 ${PYSITELIB}/statsmodels/sandbox/tests/test_gam.py
 ${PYSITELIB}/statsmodels/sandbox/tests/test_gam.pyc
 ${PYSITELIB}/statsmodels/sandbox/tests/test_gam.pyo
@@ -1610,9 +1616,6 @@ ${PYSITELIB}/statsmodels/sandbox/tsa/example_arma.pyo
 ${PYSITELIB}/statsmodels/sandbox/tsa/fftarma.py
 ${PYSITELIB}/statsmodels/sandbox/tsa/fftarma.pyc
 ${PYSITELIB}/statsmodels/sandbox/tsa/fftarma.pyo
-${PYSITELIB}/statsmodels/sandbox/tsa/garch.py
-${PYSITELIB}/statsmodels/sandbox/tsa/garch.pyc
-${PYSITELIB}/statsmodels/sandbox/tsa/garch.pyo
 ${PYSITELIB}/statsmodels/sandbox/tsa/movstat.py
 ${PYSITELIB}/statsmodels/sandbox/tsa/movstat.pyc
 ${PYSITELIB}/statsmodels/sandbox/tsa/movstat.pyo
@@ -1628,9 +1631,6 @@ ${PYSITELIB}/statsmodels/sandbox/tsa/try_var_convolve.pyo
 ${PYSITELIB}/statsmodels/sandbox/tsa/varma.py
 ${PYSITELIB}/statsmodels/sandbox/tsa/varma.pyc
 ${PYSITELIB}/statsmodels/sandbox/tsa/varma.pyo
-${PYSITELIB}/statsmodels/sandbox/utils_old.py
-${PYSITELIB}/statsmodels/sandbox/utils_old.pyc
-${PYSITELIB}/statsmodels/sandbox/utils_old.pyo
 ${PYSITELIB}/statsmodels/setup.cfg
 ${PYSITELIB}/statsmodels/src/__init__.py
 ${PYSITELIB}/statsmodels/src/__init__.pyc
@@ -1650,6 +1650,9 @@ ${PYSITELIB}/statsmodels/stats/_knockoff.pyo
 ${PYSITELIB}/statsmodels/stats/_lilliefors.py
 ${PYSITELIB}/statsmodels/stats/_lilliefors.pyc
 ${PYSITELIB}/statsmodels/stats/_lilliefors.pyo
+${PYSITELIB}/statsmodels/stats/_lilliefors_critical_values.py
+${PYSITELIB}/statsmodels/stats/_lilliefors_critical_values.pyc
+${PYSITELIB}/statsmodels/stats/_lilliefors_critical_values.pyo
 ${PYSITELIB}/statsmodels/stats/anova.py
 ${PYSITELIB}/statsmodels/stats/anova.pyc
 ${PYSITELIB}/statsmodels/stats/anova.pyo
@@ -1674,6 +1677,9 @@ ${PYSITELIB}/statsmodels/stats/descriptivestats.pyo
 ${PYSITELIB}/statsmodels/stats/diagnostic.py
 ${PYSITELIB}/statsmodels/stats/diagnostic.pyc
 ${PYSITELIB}/statsmodels/stats/diagnostic.pyo
+${PYSITELIB}/statsmodels/stats/dist_dependence_measures.py
+${PYSITELIB}/statsmodels/stats/dist_dependence_measures.pyc
+${PYSITELIB}/statsmodels/stats/dist_dependence_measures.pyo
 ${PYSITELIB}/statsmodels/stats/gof.py
 ${PYSITELIB}/statsmodels/stats/gof.pyc
 ${PYSITELIB}/statsmodels/stats/gof.pyo
@@ -1716,6 +1722,9 @@ ${PYSITELIB}/statsmodels/stats/multitest.pyo
 ${PYSITELIB}/statsmodels/stats/multivariate_tools.py
 ${PYSITELIB}/statsmodels/stats/multivariate_tools.pyc
 ${PYSITELIB}/statsmodels/stats/multivariate_tools.pyo
+${PYSITELIB}/statsmodels/stats/oaxaca.py
+${PYSITELIB}/statsmodels/stats/oaxaca.pyc
+${PYSITELIB}/statsmodels/stats/oaxaca.pyo
 ${PYSITELIB}/statsmodels/stats/outliers_influence.py
 ${PYSITELIB}/statsmodels/stats/outliers_influence.pyc
 ${PYSITELIB}/statsmodels/stats/outliers_influence.pyo
@@ -1751,6 +1760,9 @@ ${PYSITELIB}/statsmodels/stats/tests/results/framing.csv
 ${PYSITELIB}/statsmodels/stats/tests/results/influence_lsdiag_R.json
 ${PYSITELIB}/statsmodels/stats/tests/results/influence_measures_R.csv
 ${PYSITELIB}/statsmodels/stats/tests/results/influence_measures_bool_R.csv
+${PYSITELIB}/statsmodels/stats/tests/results/lilliefors_critical_value_simulation.py
+${PYSITELIB}/statsmodels/stats/tests/results/lilliefors_critical_value_simulation.pyc
+${PYSITELIB}/statsmodels/stats/tests/results/lilliefors_critical_value_simulation.pyo
 ${PYSITELIB}/statsmodels/stats/tests/results/results_influence_logit.csv
 ${PYSITELIB}/statsmodels/stats/tests/results/results_multinomial_proportions.py
 ${PYSITELIB}/statsmodels/stats/tests/results/results_multinomial_proportions.pyc
@@ -1796,6 +1808,9 @@ ${PYSITELIB}/statsmodels/stats/tests/test_diagnostic.pyo
 ${PYSITELIB}/statsmodels/stats/tests/test_diagnostic_other.py
 ${PYSITELIB}/statsmodels/stats/tests/test_diagnostic_other.pyc
 ${PYSITELIB}/statsmodels/stats/tests/test_diagnostic_other.pyo
+${PYSITELIB}/statsmodels/stats/tests/test_dist_dependant_measures.py
+${PYSITELIB}/statsmodels/stats/tests/test_dist_dependant_measures.pyc
+${PYSITELIB}/statsmodels/stats/tests/test_dist_dependant_measures.pyo
 ${PYSITELIB}/statsmodels/stats/tests/test_gof.py
 ${PYSITELIB}/statsmodels/stats/tests/test_gof.pyc
 ${PYSITELIB}/statsmodels/stats/tests/test_gof.pyo
@@ -1826,6 +1841,12 @@ ${PYSITELIB}/statsmodels/stats/tests/test_multi.pyo
 ${PYSITELIB}/statsmodels/stats/tests/test_nonparametric.py
 ${PYSITELIB}/statsmodels/stats/tests/test_nonparametric.pyc
 ${PYSITELIB}/statsmodels/stats/tests/test_nonparametric.pyo
+${PYSITELIB}/statsmodels/stats/tests/test_oaxaca.py
+${PYSITELIB}/statsmodels/stats/tests/test_oaxaca.pyc
+${PYSITELIB}/statsmodels/stats/tests/test_oaxaca.pyo
+${PYSITELIB}/statsmodels/stats/tests/test_outliers_influence.py
+${PYSITELIB}/statsmodels/stats/tests/test_outliers_influence.pyc
+${PYSITELIB}/statsmodels/stats/tests/test_outliers_influence.pyo
 ${PYSITELIB}/statsmodels/stats/tests/test_pairwise.py
 ${PYSITELIB}/statsmodels/stats/tests/test_pairwise.pyc
 ${PYSITELIB}/statsmodels/stats/tests/test_pairwise.pyo
@@ -1850,6 +1871,9 @@ ${PYSITELIB}/statsmodels/stats/tests/test_sandwich.pyo
 ${PYSITELIB}/statsmodels/stats/tests/test_statstools.py
 ${PYSITELIB}/statsmodels/stats/tests/test_statstools.pyc
 ${PYSITELIB}/statsmodels/stats/tests/test_statstools.pyo
+${PYSITELIB}/statsmodels/stats/tests/test_tabledist.py
+${PYSITELIB}/statsmodels/stats/tests/test_tabledist.pyc
+${PYSITELIB}/statsmodels/stats/tests/test_tabledist.pyo
 ${PYSITELIB}/statsmodels/stats/tests/test_tost.py
 ${PYSITELIB}/statsmodels/stats/tests/test_tost.pyc
 ${PYSITELIB}/statsmodels/stats/tests/test_tost.pyo
@@ -1925,6 +1949,9 @@ ${PYSITELIB}/statsmodels/tools/tests/test_data.pyo
 ${PYSITELIB}/statsmodels/tools/tests/test_decorators.py
 ${PYSITELIB}/statsmodels/tools/tests/test_decorators.pyc
 ${PYSITELIB}/statsmodels/tools/tests/test_decorators.pyo
+${PYSITELIB}/statsmodels/tools/tests/test_docstring.py
+${PYSITELIB}/statsmodels/tools/tests/test_docstring.pyc
+${PYSITELIB}/statsmodels/tools/tests/test_docstring.pyo
 ${PYSITELIB}/statsmodels/tools/tests/test_eval_measures.py
 ${PYSITELIB}/statsmodels/tools/tests/test_eval_measures.pyc
 ${PYSITELIB}/statsmodels/tools/tests/test_eval_measures.pyo
@@ -1964,6 +1991,21 @@ ${PYSITELIB}/statsmodels/tools/tools.pyo
 ${PYSITELIB}/statsmodels/tools/transform_model.py
 ${PYSITELIB}/statsmodels/tools/transform_model.pyc
 ${PYSITELIB}/statsmodels/tools/transform_model.pyo
+${PYSITELIB}/statsmodels/tools/validation/__init__.py
+${PYSITELIB}/statsmodels/tools/validation/__init__.pyc
+${PYSITELIB}/statsmodels/tools/validation/__init__.pyo
+${PYSITELIB}/statsmodels/tools/validation/decorators.py
+${PYSITELIB}/statsmodels/tools/validation/decorators.pyc
+${PYSITELIB}/statsmodels/tools/validation/decorators.pyo
+${PYSITELIB}/statsmodels/tools/validation/tests/__init__.py
+${PYSITELIB}/statsmodels/tools/validation/tests/__init__.pyc
+${PYSITELIB}/statsmodels/tools/validation/tests/__init__.pyo
+${PYSITELIB}/statsmodels/tools/validation/tests/test_validation.py
+${PYSITELIB}/statsmodels/tools/validation/tests/test_validation.pyc
+${PYSITELIB}/statsmodels/tools/validation/tests/test_validation.pyo
+${PYSITELIB}/statsmodels/tools/validation/validation.py
+${PYSITELIB}/statsmodels/tools/validation/validation.pyc
+${PYSITELIB}/statsmodels/tools/validation/validation.pyo
 ${PYSITELIB}/statsmodels/tools/web.py
 ${PYSITELIB}/statsmodels/tools/web.pyc
 ${PYSITELIB}/statsmodels/tools/web.pyo
@@ -1974,6 +2016,8 @@ ${PYSITELIB}/statsmodels/tsa/_bds.py
 ${PYSITELIB}/statsmodels/tsa/_bds.pyc
 ${PYSITELIB}/statsmodels/tsa/_bds.pyo
 ${PYSITELIB}/statsmodels/tsa/_exponential_smoothers.so
+${PYSITELIB}/statsmodels/tsa/_innovations.so
+${PYSITELIB}/statsmodels/tsa/_stl.so
 ${PYSITELIB}/statsmodels/tsa/adfvalues.py
 ${PYSITELIB}/statsmodels/tsa/adfvalues.pyc
 ${PYSITELIB}/statsmodels/tsa/adfvalues.pyo
@@ -1983,6 +2027,108 @@ ${PYSITELIB}/statsmodels/tsa/api.pyo
 ${PYSITELIB}/statsmodels/tsa/ar_model.py
 ${PYSITELIB}/statsmodels/tsa/ar_model.pyc
 ${PYSITELIB}/statsmodels/tsa/ar_model.pyo
+${PYSITELIB}/statsmodels/tsa/arima/__init__.py
+${PYSITELIB}/statsmodels/tsa/arima/__init__.pyc
+${PYSITELIB}/statsmodels/tsa/arima/__init__.pyo
+${PYSITELIB}/statsmodels/tsa/arima/api.py
+${PYSITELIB}/statsmodels/tsa/arima/api.pyc
+${PYSITELIB}/statsmodels/tsa/arima/api.pyo
+${PYSITELIB}/statsmodels/tsa/arima/datasets/__init__.py
+${PYSITELIB}/statsmodels/tsa/arima/datasets/__init__.pyc
+${PYSITELIB}/statsmodels/tsa/arima/datasets/__init__.pyo
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/__init__.py
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/__init__.pyc
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/__init__.pyo
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/__init__.py
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/__init__.pyc
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/__init__.pyo
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/dowj.py
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/dowj.pyc
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/dowj.pyo
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/lake.py
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/lake.pyc
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/lake.pyo
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/oshorts.py
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/oshorts.pyc
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/oshorts.pyo
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/sbl.py
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/sbl.pyc
+${PYSITELIB}/statsmodels/tsa/arima/datasets/brockwell_davis_2002/data/sbl.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/__init__.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/__init__.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/__init__.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/burg.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/burg.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/burg.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/durbin_levinson.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/durbin_levinson.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/durbin_levinson.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/gls.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/gls.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/gls.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/hannan_rissanen.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/hannan_rissanen.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/hannan_rissanen.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/innovations.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/innovations.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/innovations.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/statespace.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/statespace.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/statespace.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/__init__.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/__init__.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/__init__.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_burg.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_burg.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_burg.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_durbin_levinson.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_durbin_levinson.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_durbin_levinson.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_gls.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_gls.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_gls.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_hannan_rissanen.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_hannan_rissanen.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_hannan_rissanen.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_innovations.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_innovations.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_innovations.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_statespace.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_statespace.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_statespace.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_yule_walker.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_yule_walker.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/tests/test_yule_walker.pyo
+${PYSITELIB}/statsmodels/tsa/arima/estimators/yule_walker.py
+${PYSITELIB}/statsmodels/tsa/arima/estimators/yule_walker.pyc
+${PYSITELIB}/statsmodels/tsa/arima/estimators/yule_walker.pyo
+${PYSITELIB}/statsmodels/tsa/arima/model.py
+${PYSITELIB}/statsmodels/tsa/arima/model.pyc
+${PYSITELIB}/statsmodels/tsa/arima/model.pyo
+${PYSITELIB}/statsmodels/tsa/arima/params.py
+${PYSITELIB}/statsmodels/tsa/arima/params.pyc
+${PYSITELIB}/statsmodels/tsa/arima/params.pyo
+${PYSITELIB}/statsmodels/tsa/arima/specification.py
+${PYSITELIB}/statsmodels/tsa/arima/specification.pyc
+${PYSITELIB}/statsmodels/tsa/arima/specification.pyo
+${PYSITELIB}/statsmodels/tsa/arima/tests/__init__.py
+${PYSITELIB}/statsmodels/tsa/arima/tests/__init__.pyc
+${PYSITELIB}/statsmodels/tsa/arima/tests/__init__.pyo
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_model.py
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_model.pyc
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_model.pyo
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_params.py
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_params.pyc
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_params.pyo
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_specification.py
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_specification.pyc
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_specification.pyo
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_tools.py
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_tools.pyc
+${PYSITELIB}/statsmodels/tsa/arima/tests/test_tools.pyo
+${PYSITELIB}/statsmodels/tsa/arima/tools.py
+${PYSITELIB}/statsmodels/tsa/arima/tools.pyc
+${PYSITELIB}/statsmodels/tsa/arima/tools.pyo
 ${PYSITELIB}/statsmodels/tsa/arima_model.py
 ${PYSITELIB}/statsmodels/tsa/arima_model.pyc
 ${PYSITELIB}/statsmodels/tsa/arima_model.pyo
@@ -2019,6 +2165,12 @@ ${PYSITELIB}/statsmodels/tsa/coint_tables.pyo
 ${PYSITELIB}/statsmodels/tsa/descriptivestats.py
 ${PYSITELIB}/statsmodels/tsa/descriptivestats.pyc
 ${PYSITELIB}/statsmodels/tsa/descriptivestats.pyo
+${PYSITELIB}/statsmodels/tsa/exponential_smoothing/__init__.py
+${PYSITELIB}/statsmodels/tsa/exponential_smoothing/__init__.pyc
+${PYSITELIB}/statsmodels/tsa/exponential_smoothing/__init__.pyo
+${PYSITELIB}/statsmodels/tsa/exponential_smoothing/initialization.py
+${PYSITELIB}/statsmodels/tsa/exponential_smoothing/initialization.pyc
+${PYSITELIB}/statsmodels/tsa/exponential_smoothing/initialization.pyo
 ${PYSITELIB}/statsmodels/tsa/filters/__init__.py
 ${PYSITELIB}/statsmodels/tsa/filters/__init__.pyc
 ${PYSITELIB}/statsmodels/tsa/filters/__init__.pyo
@@ -2164,6 +2316,9 @@ ${PYSITELIB}/statsmodels/tsa/statespace/api.pyo
 ${PYSITELIB}/statsmodels/tsa/statespace/dynamic_factor.py
 ${PYSITELIB}/statsmodels/tsa/statespace/dynamic_factor.pyc
 ${PYSITELIB}/statsmodels/tsa/statespace/dynamic_factor.pyo
+${PYSITELIB}/statsmodels/tsa/statespace/exponential_smoothing.py
+${PYSITELIB}/statsmodels/tsa/statespace/exponential_smoothing.pyc
+${PYSITELIB}/statsmodels/tsa/statespace/exponential_smoothing.pyo
 ${PYSITELIB}/statsmodels/tsa/statespace/initialization.py
 ${PYSITELIB}/statsmodels/tsa/statespace/initialization.pyc
 ${PYSITELIB}/statsmodels/tsa/statespace/initialization.pyo
@@ -2198,6 +2353,9 @@ ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/__init__.py
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/__init__.pyc
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/__init__.pyo
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/clark1989.csv
+${PYSITELIB}/statsmodels/tsa/statespace/tests/results/exponential_smoothing_params.csv
+${PYSITELIB}/statsmodels/tsa/statespace/tests/results/exponential_smoothing_predict.csv
+${PYSITELIB}/statsmodels/tsa/statespace/tests/results/exponential_smoothing_states.csv
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/manufac.dta
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/results_clark1989_R.csv
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/results_dynamic_factor.py
@@ -2253,18 +2411,28 @@ ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/results_varmax_stata.csv
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/results_wpi1_ar3_matlab_ssm.csv
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/results_wpi1_ar3_stata.csv
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/results/results_wpi1_missing_ar3_matlab_ssm.csv
+${PYSITELIB}/statsmodels/tsa/statespace/tests/results/sm-0.9-sarimax.pkl
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_collapsed.py
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_collapsed.pyc
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_collapsed.pyo
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_concentrated.py
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_concentrated.pyc
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_concentrated.pyo
+${PYSITELIB}/statsmodels/tsa/statespace/tests/test_conserve_memory.py
+${PYSITELIB}/statsmodels/tsa/statespace/tests/test_conserve_memory.pyc
+${PYSITELIB}/statsmodels/tsa/statespace/tests/test_conserve_memory.pyo
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_dynamic_factor.py
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_dynamic_factor.pyc
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_dynamic_factor.pyo
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_exact_diffuse_filtering.py
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_exact_diffuse_filtering.pyc
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_exact_diffuse_filtering.pyo
+${PYSITELIB}/statsmodels/tsa/statespace/tests/test_exponential_smoothing.py
+${PYSITELIB}/statsmodels/tsa/statespace/tests/test_exponential_smoothing.pyc
+${PYSITELIB}/statsmodels/tsa/statespace/tests/test_exponential_smoothing.pyo
+${PYSITELIB}/statsmodels/tsa/statespace/tests/test_fixed_params.py
+${PYSITELIB}/statsmodels/tsa/statespace/tests/test_fixed_params.pyc
+${PYSITELIB}/statsmodels/tsa/statespace/tests/test_fixed_params.pyo
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_impulse_responses.py
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_impulse_responses.pyc
 ${PYSITELIB}/statsmodels/tsa/statespace/tests/test_impulse_responses.pyo
@@ -2383,11 +2551,13 @@ ${PYSITELIB}/statsmodels/tsa/tests/results/bds_results.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/datamlw_tls.py
 ${PYSITELIB}/statsmodels/tsa/tests/results/datamlw_tls.pyc
 ${PYSITELIB}/statsmodels/tsa/tests/results/datamlw_tls.pyo
+${PYSITELIB}/statsmodels/tsa/tests/results/gnpdef.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/housing-data.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/lutkepohl2.dta
 ${PYSITELIB}/statsmodels/tsa/tests/results/make_arma.py
 ${PYSITELIB}/statsmodels/tsa/tests/results/make_arma.pyc
 ${PYSITELIB}/statsmodels/tsa/tests/results/make_arma.pyo
+${PYSITELIB}/statsmodels/tsa/tests/results/rand10000.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/resids_css_c.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/resids_css_nc.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/resids_exact_c.csv
@@ -2417,9 +2587,14 @@ ${PYSITELIB}/statsmodels/tsa/tests/results/results_corrgram.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/results_process.py
 ${PYSITELIB}/statsmodels/tsa/tests/results/results_process.pyc
 ${PYSITELIB}/statsmodels/tsa/tests/results/results_process.pyo
+${PYSITELIB}/statsmodels/tsa/tests/results/rgnp.csv
+${PYSITELIB}/statsmodels/tsa/tests/results/rgnpq.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/savedrvs.py
 ${PYSITELIB}/statsmodels/tsa/tests/results/savedrvs.pyc
 ${PYSITELIB}/statsmodels/tsa/tests/results/savedrvs.pyo
+${PYSITELIB}/statsmodels/tsa/tests/results/stkprc.csv
+${PYSITELIB}/statsmodels/tsa/tests/results/stl_co2.csv
+${PYSITELIB}/statsmodels/tsa/tests/results/stl_test_results.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/y_arma_data.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/yhat_css_c.csv
 ${PYSITELIB}/statsmodels/tsa/tests/results/yhat_css_nc.csv
@@ -2449,6 +2624,9 @@ ${PYSITELIB}/statsmodels/tsa/tests/test_seasonal.pyo
 ${PYSITELIB}/statsmodels/tsa/tests/test_stattools.py
 ${PYSITELIB}/statsmodels/tsa/tests/test_stattools.pyc
 ${PYSITELIB}/statsmodels/tsa/tests/test_stattools.pyo
+${PYSITELIB}/statsmodels/tsa/tests/test_stl.py
+${PYSITELIB}/statsmodels/tsa/tests/test_stl.pyc
+${PYSITELIB}/statsmodels/tsa/tests/test_stl.pyo
 ${PYSITELIB}/statsmodels/tsa/tests/test_tsa_tools.py
 ${PYSITELIB}/statsmodels/tsa/tests/test_tsa_tools.pyc
 ${PYSITELIB}/statsmodels/tsa/tests/test_tsa_tools.pyo
@@ -2467,9 +2645,6 @@ ${PYSITELIB}/statsmodels/tsa/vector_ar/__init__.pyo
 ${PYSITELIB}/statsmodels/tsa/vector_ar/api.py
 ${PYSITELIB}/statsmodels/tsa/vector_ar/api.pyc
 ${PYSITELIB}/statsmodels/tsa/vector_ar/api.pyo
-${PYSITELIB}/statsmodels/tsa/vector_ar/dynamic.py
-${PYSITELIB}/statsmodels/tsa/vector_ar/dynamic.pyc
-${PYSITELIB}/statsmodels/tsa/vector_ar/dynamic.pyo
 ${PYSITELIB}/statsmodels/tsa/vector_ar/hypothesis_test_results.py
 ${PYSITELIB}/statsmodels/tsa/vector_ar/hypothesis_test_results.pyc
 ${PYSITELIB}/statsmodels/tsa/vector_ar/hypothesis_test_results.pyo
@@ -2701,9 +2876,6 @@ ${PYSITELIB}/statsmodels/tsa/vector_ar/tests/results/vars_results.npz
 ${PYSITELIB}/statsmodels/tsa/vector_ar/tests/test_coint.py
 ${PYSITELIB}/statsmodels/tsa/vector_ar/tests/test_coint.pyc
 ${PYSITELIB}/statsmodels/tsa/vector_ar/tests/test_coint.pyo
-${PYSITELIB}/statsmodels/tsa/vector_ar/tests/test_dynamic.py
-${PYSITELIB}/statsmodels/tsa/vector_ar/tests/test_dynamic.pyc
-${PYSITELIB}/statsmodels/tsa/vector_ar/tests/test_dynamic.pyo
 ${PYSITELIB}/statsmodels/tsa/vector_ar/tests/test_svar.py
 ${PYSITELIB}/statsmodels/tsa/vector_ar/tests/test_svar.pyc
 ${PYSITELIB}/statsmodels/tsa/vector_ar/tests/test_svar.pyo
diff --git a/math/py-statsmodels/distinfo b/math/py-statsmodels/distinfo
index 7fb9a99272c..e544eb7dc8f 100644
--- a/math/py-statsmodels/distinfo
+++ b/math/py-statsmodels/distinfo
@@ -1,6 +1,6 @@
-$NetBSD: distinfo,v 1.4 2020/01/08 01:23:22 minskim Exp $
+$NetBSD: distinfo,v 1.5 2020/05/03 16:13:11 minskim Exp $
 
-SHA1 (statsmodels-0.10.2.tar.gz) = 084998f7bb0b42d48e73820b7f84d5c37782ce2e
-RMD160 (statsmodels-0.10.2.tar.gz) = 9b437ff8df046770847ac865d4c4b55b7e1b4e3b
-SHA512 (statsmodels-0.10.2.tar.gz) = bd1c0784b0b17a3ca69fef5848f5eea8dcf76b1943599a5e5c285e45b7fcc7e44c0e388f007913d420ff6f3cb66a653d1c43e6e8addef534ff5572fa69ffb54a
-Size (statsmodels-0.10.2.tar.gz) = 14065612 bytes
+SHA1 (statsmodels-0.11.1.tar.gz) = 2b0ca6d66ec4415e8fe4b501149c901d92f73d9c
+RMD160 (statsmodels-0.11.1.tar.gz) = 86d2ea3a9f702c787686b5c7d3e79feb2dc0747d
+SHA512 (statsmodels-0.11.1.tar.gz) = 54afe55a23b431154c159f44d284aa093f3368988f0695c0f3fbb206046cdfb171ab2ba51ce94285d567b8536141f93a1ef404b5f7222f1e61264baf0541926d
+Size (statsmodels-0.11.1.tar.gz) = 15381516 bytes