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MCM-ICM_Toolkit/src/mcm_toolkit/stats/__init__.py
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"""stats —— 描述统计、统计推断、bootstrap。
S 级模块。`bootstrap_ci` 建议自己实现一遍(S 档,配完整函数卡片):
它是赛题里"没有解析解时怎么给区间"的通用答案。
"""
from .bootstrap import bootstrap_ci, bootstrap_statistic
from .descriptive import coefficient_of_variation, describe, zscore
from .inference import (
anova,
chi_square_test,
confidence_interval,
correlation_matrix,
fit_distribution,
goodness_of_fit,
t_test,
)
__all__ = [
"describe",
"zscore",
"coefficient_of_variation",
"correlation_matrix",
"confidence_interval",
"t_test",
"anova",
"chi_square_test",
"fit_distribution",
"goodness_of_fit",
"bootstrap_statistic",
"bootstrap_ci",
]