我使用以下代码成功更新了kaggle内核中的statsmodels软件包:
!pip install statsmodels --upgrade
这给了我(0.10.0)的版本。但是,当我尝试导入statsmodels.api时,它给了我一个错误。
import statsmodels.api as sm
我得到的错误是:
---------------------------------------------------------------------------
ImportError Traceback (most recent call last)
<ipython-input-7-3b8b7e2c2e57> in <module>
8 import matplotlib.pyplot as plt
9 from sklearn.preprocessing import Normalizer
---> 10 import statsmodels.api as sm
11
12 # Input data files are available in the "../input/" directory.
/opt/conda/lib/python3.6/site-packages/statsmodels/api.py in <module>
16 from . import robust
17 from .robust.robust_linear_model import RLM
---> 18 from .discrete.discrete_model import (Poisson, Logit, Probit,
19 MNLogit, NegativeBinomial,
20 GeneralizedPoisson,
/opt/conda/lib/python3.6/site-packages/statsmodels/discrete/discrete_model.py in <module>
43
44 from statsmodels.base.l1_slsqp import fit_l1_slsqp
---> 45 from statsmodels.distributions import genpoisson_p
46
47 try:
/opt/conda/lib/python3.6/site-packages/statsmodels/distributions/__init__.py in <module>
1 from statsmodels.tools._testing import PytestTester
2 from .empirical_distribution import ECDF, monotone_fn_inverter, StepFunction
----> 3 from .edgeworth import ExpandedNormal
4 from .discrete import genpoisson_p, zipoisson, zigenpoisson, zinegbin
5
/opt/conda/lib/python3.6/site-packages/statsmodels/distributions/edgeworth.py in <module>
5 import numpy as np
6 from numpy.polynomial.hermite_e import HermiteE
----> 7 from statsmodels.compat.scipy import factorial
8 from scipy.stats import rv_continuous
9 import scipy.special as special
ImportError: cannot import name 'factorial'
我已经升级了scipy软件包,但仍然出现相同的错误。我是Kaggle和Python的新手,我需要OLS函数来进行回归分析。我该如何解决这个问题?如果没有,我是否可以使用其他任何函数来获取回归摘要?