import pandas as pd

import numpy as np

import matplotlib.pyplot as plt

import seaborn as sns

import statsmodels.api as sm

from sklearn.linear_model import LogisticRegression

from sklearn.preprocessing import StandardScaler

from scipy.stats import norm

import warnings

warnings.filterwarnings('ignore')

class FinancialFraudAnalyzer:

def __init__(self):

"""初始化财务欺诈分析器"""