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https://github.com/shizand/statapp.git
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GitHub
parent
dc7c4875d7
commit
b12db5a300
@ -9,8 +9,7 @@
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# See the GPL-3.0 license for details.
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import itertools
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import numpy as np
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from numpy import linalg, zeros, ones, hstack, asarray, diagonal
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from numpy import linalg, zeros, ones, hstack, asarray
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from sympy import symbols, Mul, Add, S
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@ -90,15 +89,7 @@ def multipolyfit(xs, y, deg, full=False, modelOut=False, powersOut=False):
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return beta, powers
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if full:
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residues = result[1]
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dof = len(a) - len(beta)
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mse = residues / dof
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cov = mse * diagonal(linalg.inv(a.T @ a))
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se = np.sqrt(cov)
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tStatistics = beta / se
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return result, powers, tStatistics, mse
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return result, powers, a
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return beta
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@ -66,54 +66,72 @@ class RegressionResult:
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Attributes:
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paramsAndImportance (np.ndarray): Параметры модели. Первая колонка -
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residualVariance (np.float64): Остаточная дисперсия
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scaledResidualVariance (np.float64): Остаточная дисперсия (масштабированная)
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monomials (list): Список одночленов в строковом виде без коэффициентов. Свободный член - c
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"""
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paramsAndImportance: np.ndarray
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residualVariance: np.float64
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scaledResidualVariance: np.float64
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rSquared: np.float64
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fStatistic: np.float64
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monomials: list
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def linearPolynom(inputData) -> RegressionResult:
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def commonPolynom(inputData, deg) -> RegressionResult:
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x = inputData[:, 1:]
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y = inputData[:, 0]
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data = pd.DataFrame(x)
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data.insert(0, 'const', 1)
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# ---
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result = np.linalg.lstsq(data, y, rcond=None)
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# Коэффициенты регрессии
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params = result[0]
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# Остатки
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residues = result[1]
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dof = len(data) - len(params)
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result, powers, data = multipolyfit(x, y, deg, full=True)
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(out, mse, scaledResidualVariance,
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rSquared, fStatistic) = calculateStats(data, result[0], result[1], y)
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return RegressionResult(
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out.to_numpy(),
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np.float64(mse),
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np.float64(scaledResidualVariance),
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np.float64(rSquared),
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np.float64(fStatistic),
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['c' if str(x) == '1' else str(x) for x in getTerms(powers)]
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)
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def linearPolynom(inputData) -> RegressionResult:
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return commonPolynom(inputData, 1)
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def squaredPolynom(inputData) -> RegressionResult:
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return commonPolynom(inputData, 2)
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def calculateStats(data, params, residues, y):
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# pylint: disable-msg=too-many-locals
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k = len(params) # Количество оцениваемых параметров (коэффициентов)
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n = len(data) # Количество наблюдений
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# Степень свободы (degrees of freedom) для остатков
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dof = n - k # Количество наблюдений минус количество оцениваемых параметров
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# Остаточная дисперсия (Mean Squared Error, MSE)
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mse = residues / dof
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# Среднее значение остатков
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meanResiduals = np.sum(residues) / dof
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# Масштабированная остаточная дисперсия
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scaledResidualVariance = residues / meanResiduals ** 2
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# Ковариационная матрица коэффициентов
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cov = mse * np.diagonal(np.linalg.inv(data.T @ data))
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# Стандартные ошибки коэффициентов
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se = np.sqrt(cov)
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# T-статистики для каждого коэффициента регрессии
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tStatistics = params / se
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# возможно стоит сделать через np.reshape + np.concatenate
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# R-squared (коэффициент множественной детерминации)
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sst = np.sum((y - np.mean(y)) ** 2) # Сумма квадратов отклонений
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rSquared = 1 - (mse[0] / sst)
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# F-statistic (статистика Фишера)
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fStatistic = (rSquared / (k - 1)) / ((1 - rSquared) / (n - k))
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out = pd.DataFrame()
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out[0] = params
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out[1] = tStatistics
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return RegressionResult(
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out.to_numpy(),
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np.float64(mse[0]),
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['c'] + [f'x{i}' for i in range(1, len(params))]
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)
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def squaredPolynom(inputData):
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x = inputData[:, 1:]
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y = inputData[:, 0]
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result, powers, tStatistics, mse = multipolyfit(x, y, 2, full=True)
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betas = result[0]
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out = pd.DataFrame()
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out[0] = betas
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out[1] = tStatistics
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return RegressionResult(
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out.to_numpy(),
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np.float64(mse[0]),
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['c' if str(x) == '1' else str(x) for x in getTerms(powers)]
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)
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return out, mse[0], scaledResidualVariance, rSquared, fStatistic
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@ -25,13 +25,13 @@ from PySide2.QtWidgets import QMainWindow, QMessageBox
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from statapp.calculations import generateXValues, generateYValues
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from statapp.constants import NUMBERS_PRECISION
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from statapp.generate_factor_window import GenerateFactorWindow
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from statapp.linear_polynom_window import LinearPolynomWindow
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from statapp.polynoms.linear_polynom_window import LinearPolynomWindow
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from statapp.mathtex_header_view import MathTexHeaderView
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from statapp.models.input_values_model import InputValuesModel
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from statapp.generate_window import GenerateWindow
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from statapp.about_window import AboutWindow
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from statapp.models.fileslc_model import FileSLCModel
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from statapp.squared_polynom_window import SquaredPolynomWindow
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from statapp.polynoms.squared_polynom_window import SquaredPolynomWindow
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from statapp.ui.ui_main_window import Ui_MainWindow
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from statapp.utils import buildMessageBox, addIcon, FloatDelegate
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from statapp.variance_analysis import VarianceAnalysisWindow
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27
statapp/polynoms/linear_polynom_window.py
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27
statapp/polynoms/linear_polynom_window.py
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@ -0,0 +1,27 @@
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#
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# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
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#
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# This file is part of Statapp
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# (see https://github.com/shizand/statapp).
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#
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# This program is free software: you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation, either version 3 of the License, or
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# (at your option) any later version.
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#
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# This program is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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#
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# You should have received a copy of the GNU General Public License
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# along with this program. If not, see <http://www.gnu.org/licenses/>.
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#
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from statapp.calculations import linearPolynom
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from statapp.polynoms.polynom_window import PolynomWindow
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class LinearPolynomWindow(PolynomWindow):
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def __init__(self, data):
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result = linearPolynom(data)
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super().__init__(result, "Линейный полином")
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@ -18,22 +18,19 @@
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# along with this program. If not, see <http://www.gnu.org/licenses/>.
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#
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from PySide2.QtWidgets import QDialog, QHeaderView
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from statapp.calculations import linearPolynom
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from statapp.mathtex_header_view import MathTexHeaderView
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from statapp.models.regression_result_model import RegressionResultModel
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from statapp.ui.ui_linear_polynom_window import Ui_LinearPolynomWindow
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from statapp.ui.ui_polynom_window import Ui_PolynomWindow
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from statapp.utils import addIcon, FloatDelegate
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class LinearPolynomWindow(QDialog):
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def __init__(self, data):
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class PolynomWindow(QDialog):
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def __init__(self, result, windowTitle):
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super().__init__()
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self.ui = Ui_LinearPolynomWindow()
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self.ui = Ui_PolynomWindow()
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self.ui.setupUi(self)
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addIcon(self)
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result = linearPolynom(data)
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self.setWindowTitle(windowTitle)
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self.model = RegressionResultModel(result)
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self.ui.tableView.setItemDelegate(FloatDelegate())
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@ -43,3 +40,6 @@ class LinearPolynomWindow(QDialog):
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header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
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self.ui.residualVarianceValueLabel.setText(str(result.residualVariance))
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self.ui.scaledResidualVarianceValueLabel.setText(str(result.scaledResidualVariance))
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self.ui.fStatisticValueLabel.setText(str(result.fStatistic))
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self.ui.rSquaredValueLabel.setText(str(result.scaledResidualVariance))
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27
statapp/polynoms/squared_polynom_window.py
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27
statapp/polynoms/squared_polynom_window.py
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@ -0,0 +1,27 @@
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#
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# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
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#
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# This file is part of Statapp
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# (see https://github.com/shizand/statapp).
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#
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# This program is free software: you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation, either version 3 of the License, or
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# (at your option) any later version.
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#
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# This program is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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#
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# You should have received a copy of the GNU General Public License
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# along with this program. If not, see <http://www.gnu.org/licenses/>.
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#
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from statapp.calculations import squaredPolynom
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from statapp.polynoms.polynom_window import PolynomWindow
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class SquaredPolynomWindow(PolynomWindow):
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def __init__(self, data):
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result = squaredPolynom(data)
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super().__init__(result, "Квадратичный полином")
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@ -1,45 +0,0 @@
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#
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# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
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#
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# This file is part of Statapp
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# (see https://github.com/shizand/statapp).
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#
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# This program is free software: you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation, either version 3 of the License, or
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# (at your option) any later version.
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#
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# This program is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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#
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# You should have received a copy of the GNU General Public License
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# along with this program. If not, see <http://www.gnu.org/licenses/>.
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#
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from PySide2.QtWidgets import QDialog, QHeaderView
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from statapp.calculations import squaredPolynom
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from statapp.mathtex_header_view import MathTexHeaderView
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from statapp.models.regression_result_model import RegressionResultModel
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from statapp.ui.ui_squared_polynom_window import Ui_SquaredPolynomWindow
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from statapp.utils import addIcon, FloatDelegate
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class SquaredPolynomWindow(QDialog):
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def __init__(self, data):
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super().__init__()
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self.ui = Ui_SquaredPolynomWindow()
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self.ui.setupUi(self)
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addIcon(self)
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result = squaredPolynom(data)
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self.model = RegressionResultModel(result)
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self.ui.tableView.setItemDelegate(FloatDelegate())
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self.ui.tableView.setModel(self.model)
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self.ui.tableView.setVerticalHeader(MathTexHeaderView(self.ui.tableView))
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header = self.ui.tableView.horizontalHeader()
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header.setSectionResizeMode(QHeaderView.ResizeMode.Stretch)
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self.ui.residualVarianceValueLabel.setText(str(result.residualVariance))
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@ -1,59 +0,0 @@
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<?xml version="1.0" encoding="UTF-8"?>
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<ui version="4.0">
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<class>LinearPolynomWindow</class>
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<widget class="QDialog" name="LinearPolynomWindow">
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<property name="geometry">
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<rect>
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<x>0</x>
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<y>0</y>
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<width>630</width>
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<height>400</height>
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</rect>
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</property>
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<property name="windowTitle">
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<string>Линейный полином</string>
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</property>
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<layout class="QGridLayout" name="gridLayout_2">
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<item row="0" column="0">
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<layout class="QGridLayout" name="gridLayout">
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<item row="0" column="0">
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<widget class="QTableView" name="tableView">
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<attribute name="horizontalHeaderMinimumSectionSize">
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<number>40</number>
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</attribute>
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<attribute name="verticalHeaderMinimumSectionSize">
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<number>40</number>
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</attribute>
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<attribute name="verticalHeaderDefaultSectionSize">
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<number>40</number>
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</attribute>
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</widget>
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</item>
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<item row="1" column="0">
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<layout class="QGridLayout" name="gridLayout_3">
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<property name="topMargin">
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<number>10</number>
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</property>
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<item row="0" column="0">
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<widget class="QLabel" name="residualVarianceLabel">
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<property name="text">
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<string>Остаточная дисперсия:</string>
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</property>
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</widget>
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</item>
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<item row="0" column="1">
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<widget class="QLabel" name="residualVarianceValueLabel">
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<property name="text">
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<string>undefined</string>
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</property>
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</widget>
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</item>
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</layout>
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</item>
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</layout>
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</item>
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</layout>
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</widget>
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<resources/>
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<connections/>
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</ui>
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101
statapp/ui/polynom_window.ui
Normal file
101
statapp/ui/polynom_window.ui
Normal file
@ -0,0 +1,101 @@
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<?xml version="1.0" encoding="UTF-8"?>
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<ui version="4.0">
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<class>PolynomWindow</class>
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<widget class="QDialog" name="PolynomWindow">
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<property name="geometry">
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<rect>
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<x>0</x>
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<y>0</y>
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<width>630</width>
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<height>400</height>
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</rect>
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</property>
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<property name="windowTitle">
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<string>Полином</string>
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</property>
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<layout class="QGridLayout" name="gridLayout_2">
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<item row="0" column="0">
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<layout class="QGridLayout" name="gridLayout">
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<item row="0" column="0">
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<widget class="QTableView" name="tableView">
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<attribute name="horizontalHeaderMinimumSectionSize">
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<number>40</number>
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</attribute>
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<attribute name="verticalHeaderMinimumSectionSize">
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<number>40</number>
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</attribute>
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<attribute name="verticalHeaderDefaultSectionSize">
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<number>40</number>
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</attribute>
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</widget>
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</item>
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<item row="1" column="0">
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<layout class="QGridLayout" name="polynomResult">
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<property name="topMargin">
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<number>10</number>
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</property>
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<item row="0" column="1">
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<widget class="QLabel" name="residualVarianceValueLabel">
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<property name="text">
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<string>undefined</string>
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</property>
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</widget>
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</item>
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<item row="1" column="1">
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<widget class="QLabel" name="scaledResidualVarianceValueLabel">
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<property name="text">
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<string>undefined</string>
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</property>
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</widget>
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</item>
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<item row="2" column="0">
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<widget class="QLabel" name="fStatisticLabel">
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<property name="text">
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<string>F1 - отношение Фишера</string>
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</property>
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</widget>
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</item>
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<item row="0" column="0">
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<widget class="QLabel" name="residualVarianceLabel">
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<property name="text">
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<string>Остаточная дисперсия:</string>
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</property>
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</widget>
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</item>
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<item row="1" column="0">
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<widget class="QLabel" name="scaledResidualVarianceLabel">
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<property name="text">
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<string>Остаточная дисперсия (масштабированная):</string>
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</property>
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</widget>
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</item>
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<item row="3" column="0">
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<widget class="QLabel" name="rSquaredLabel">
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<property name="text">
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<string>Коэффициент множественной дереминизации</string>
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</property>
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</widget>
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</item>
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<item row="2" column="1">
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<widget class="QLabel" name="fStatisticValueLabel">
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<property name="text">
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<string>undefined</string>
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</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="3" column="1">
|
||||
<widget class="QLabel" name="rSquaredValueLabel">
|
||||
<property name="text">
|
||||
<string>undefined</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<resources/>
|
||||
<connections/>
|
||||
</ui>
|
||||
@ -1,49 +0,0 @@
|
||||
<?xml version="1.0" encoding="UTF-8"?>
|
||||
<ui version="4.0">
|
||||
<class>SquaredPolynomWindow</class>
|
||||
<widget class="QDialog" name="SquaredPolynomWindow">
|
||||
<property name="geometry">
|
||||
<rect>
|
||||
<x>0</x>
|
||||
<y>0</y>
|
||||
<width>630</width>
|
||||
<height>400</height>
|
||||
</rect>
|
||||
</property>
|
||||
<property name="windowTitle">
|
||||
<string>Квадратичный полином</string>
|
||||
</property>
|
||||
<layout class="QGridLayout" name="gridLayout_2">
|
||||
<item row="0" column="0">
|
||||
<layout class="QGridLayout" name="gridLayout">
|
||||
<item row="0" column="0">
|
||||
<widget class="QTableView" name="tableView"/>
|
||||
</item>
|
||||
<item row="1" column="0">
|
||||
<layout class="QGridLayout" name="gridLayout_3">
|
||||
<property name="topMargin">
|
||||
<number>10</number>
|
||||
</property>
|
||||
<item row="0" column="0">
|
||||
<widget class="QLabel" name="residualVarianceLabel">
|
||||
<property name="text">
|
||||
<string>Остаточная дисперсия:</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
<item row="0" column="1">
|
||||
<widget class="QLabel" name="residualVarianceValueLabel">
|
||||
<property name="text">
|
||||
<string>undefined</string>
|
||||
</property>
|
||||
</widget>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
</layout>
|
||||
</item>
|
||||
</layout>
|
||||
</widget>
|
||||
<resources/>
|
||||
<connections/>
|
||||
</ui>
|
||||
82
statapp/ui/ui_linear_polynom_window.py
generated
82
statapp/ui/ui_linear_polynom_window.py
generated
@ -1,82 +0,0 @@
|
||||
# -*- coding: utf-8 -*-
|
||||
#
|
||||
# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
|
||||
#
|
||||
# This file is part of Statapp
|
||||
# (see https://github.com/shizand/statapp).
|
||||
#
|
||||
# This program is free software: you can redistribute it and/or modify
|
||||
# it under the terms of the GNU General Public License as published by
|
||||
# the Free Software Foundation, either version 3 of the License, or
|
||||
# (at your option) any later version.
|
||||
#
|
||||
# This program is distributed in the hope that it will be useful,
|
||||
# but WITHOUT ANY WARRANTY; without even the implied warranty of
|
||||
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
||||
# GNU General Public License for more details.
|
||||
#
|
||||
# You should have received a copy of the GNU General Public License
|
||||
# along with this program. If not, see <http://www.gnu.org/licenses/>.
|
||||
#
|
||||
|
||||
|
||||
################################################################################
|
||||
## Form generated from reading UI file 'linear_polynom_window.ui'
|
||||
##
|
||||
## Created by: Qt User Interface Compiler version 5.15.2
|
||||
##
|
||||
## WARNING! All changes made in this file will be lost when recompiling UI file!
|
||||
################################################################################
|
||||
|
||||
from PySide2.QtCore import *
|
||||
from PySide2.QtGui import *
|
||||
from PySide2.QtWidgets import *
|
||||
|
||||
|
||||
class Ui_LinearPolynomWindow(object):
|
||||
def setupUi(self, LinearPolynomWindow):
|
||||
if not LinearPolynomWindow.objectName():
|
||||
LinearPolynomWindow.setObjectName(u"LinearPolynomWindow")
|
||||
LinearPolynomWindow.resize(630, 400)
|
||||
self.gridLayout_2 = QGridLayout(LinearPolynomWindow)
|
||||
self.gridLayout_2.setObjectName(u"gridLayout_2")
|
||||
self.gridLayout = QGridLayout()
|
||||
self.gridLayout.setObjectName(u"gridLayout")
|
||||
self.tableView = QTableView(LinearPolynomWindow)
|
||||
self.tableView.setObjectName(u"tableView")
|
||||
self.tableView.horizontalHeader().setMinimumSectionSize(40)
|
||||
self.tableView.verticalHeader().setMinimumSectionSize(40)
|
||||
self.tableView.verticalHeader().setDefaultSectionSize(40)
|
||||
|
||||
self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1)
|
||||
|
||||
self.gridLayout_3 = QGridLayout()
|
||||
self.gridLayout_3.setObjectName(u"gridLayout_3")
|
||||
self.gridLayout_3.setContentsMargins(-1, 10, -1, -1)
|
||||
self.residualVarianceLabel = QLabel(LinearPolynomWindow)
|
||||
self.residualVarianceLabel.setObjectName(u"residualVarianceLabel")
|
||||
|
||||
self.gridLayout_3.addWidget(self.residualVarianceLabel, 0, 0, 1, 1)
|
||||
|
||||
self.residualVarianceValueLabel = QLabel(LinearPolynomWindow)
|
||||
self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel")
|
||||
|
||||
self.gridLayout_3.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1)
|
||||
|
||||
|
||||
self.gridLayout.addLayout(self.gridLayout_3, 1, 0, 1, 1)
|
||||
|
||||
|
||||
self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)
|
||||
|
||||
|
||||
self.retranslateUi(LinearPolynomWindow)
|
||||
|
||||
QMetaObject.connectSlotsByName(LinearPolynomWindow)
|
||||
# setupUi
|
||||
|
||||
def retranslateUi(self, LinearPolynomWindow):
|
||||
LinearPolynomWindow.setWindowTitle(QCoreApplication.translate("LinearPolynomWindow", u"\u041b\u0438\u043d\u0435\u0439\u043d\u044b\u0439 \u043f\u043e\u043b\u0438\u043d\u043e\u043c", None))
|
||||
self.residualVarianceLabel.setText(QCoreApplication.translate("LinearPolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None))
|
||||
self.residualVarianceValueLabel.setText(QCoreApplication.translate("LinearPolynomWindow", u"undefined", None))
|
||||
# retranslateUi
|
||||
118
statapp/ui/ui_polynom_window.py
generated
Normal file
118
statapp/ui/ui_polynom_window.py
generated
Normal file
@ -0,0 +1,118 @@
|
||||
# -*- coding: utf-8 -*-
|
||||
#
|
||||
# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
|
||||
#
|
||||
# This file is part of Statapp
|
||||
# (see https://github.com/shizand/statapp).
|
||||
#
|
||||
# This program is free software: you can redistribute it and/or modify
|
||||
# it under the terms of the GNU General Public License as published by
|
||||
# the Free Software Foundation, either version 3 of the License, or
|
||||
# (at your option) any later version.
|
||||
#
|
||||
# This program is distributed in the hope that it will be useful,
|
||||
# but WITHOUT ANY WARRANTY; without even the implied warranty of
|
||||
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
||||
# GNU General Public License for more details.
|
||||
#
|
||||
# You should have received a copy of the GNU General Public License
|
||||
# along with this program. If not, see <http://www.gnu.org/licenses/>.
|
||||
#
|
||||
|
||||
|
||||
################################################################################
|
||||
## Form generated from reading UI file 'polynom_window.ui'
|
||||
##
|
||||
## Created by: Qt User Interface Compiler version 5.15.2
|
||||
##
|
||||
## WARNING! All changes made in this file will be lost when recompiling UI file!
|
||||
################################################################################
|
||||
|
||||
from PySide2.QtCore import *
|
||||
from PySide2.QtGui import *
|
||||
from PySide2.QtWidgets import *
|
||||
|
||||
|
||||
class Ui_PolynomWindow(object):
|
||||
def setupUi(self, PolynomWindow):
|
||||
if not PolynomWindow.objectName():
|
||||
PolynomWindow.setObjectName(u"PolynomWindow")
|
||||
PolynomWindow.resize(630, 400)
|
||||
self.gridLayout_2 = QGridLayout(PolynomWindow)
|
||||
self.gridLayout_2.setObjectName(u"gridLayout_2")
|
||||
self.gridLayout = QGridLayout()
|
||||
self.gridLayout.setObjectName(u"gridLayout")
|
||||
self.tableView = QTableView(PolynomWindow)
|
||||
self.tableView.setObjectName(u"tableView")
|
||||
self.tableView.horizontalHeader().setMinimumSectionSize(40)
|
||||
self.tableView.verticalHeader().setMinimumSectionSize(40)
|
||||
self.tableView.verticalHeader().setDefaultSectionSize(40)
|
||||
|
||||
self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1)
|
||||
|
||||
self.polynomResult = QGridLayout()
|
||||
self.polynomResult.setObjectName(u"polynomResult")
|
||||
self.polynomResult.setContentsMargins(-1, 10, -1, -1)
|
||||
self.residualVarianceValueLabel = QLabel(PolynomWindow)
|
||||
self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1)
|
||||
|
||||
self.scaledResidualVarianceValueLabel = QLabel(PolynomWindow)
|
||||
self.scaledResidualVarianceValueLabel.setObjectName(u"scaledResidualVarianceValueLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.scaledResidualVarianceValueLabel, 1, 1, 1, 1)
|
||||
|
||||
self.fStatisticLabel = QLabel(PolynomWindow)
|
||||
self.fStatisticLabel.setObjectName(u"fStatisticLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.fStatisticLabel, 2, 0, 1, 1)
|
||||
|
||||
self.residualVarianceLabel = QLabel(PolynomWindow)
|
||||
self.residualVarianceLabel.setObjectName(u"residualVarianceLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.residualVarianceLabel, 0, 0, 1, 1)
|
||||
|
||||
self.scaledResidualVarianceLabel = QLabel(PolynomWindow)
|
||||
self.scaledResidualVarianceLabel.setObjectName(u"scaledResidualVarianceLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.scaledResidualVarianceLabel, 1, 0, 1, 1)
|
||||
|
||||
self.rSquaredLabel = QLabel(PolynomWindow)
|
||||
self.rSquaredLabel.setObjectName(u"rSquaredLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.rSquaredLabel, 3, 0, 1, 1)
|
||||
|
||||
self.fStatisticValueLabel = QLabel(PolynomWindow)
|
||||
self.fStatisticValueLabel.setObjectName(u"fStatisticValueLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.fStatisticValueLabel, 2, 1, 1, 1)
|
||||
|
||||
self.rSquaredValueLabel = QLabel(PolynomWindow)
|
||||
self.rSquaredValueLabel.setObjectName(u"rSquaredValueLabel")
|
||||
|
||||
self.polynomResult.addWidget(self.rSquaredValueLabel, 3, 1, 1, 1)
|
||||
|
||||
|
||||
self.gridLayout.addLayout(self.polynomResult, 1, 0, 1, 1)
|
||||
|
||||
|
||||
self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)
|
||||
|
||||
|
||||
self.retranslateUi(PolynomWindow)
|
||||
|
||||
QMetaObject.connectSlotsByName(PolynomWindow)
|
||||
# setupUi
|
||||
|
||||
def retranslateUi(self, PolynomWindow):
|
||||
PolynomWindow.setWindowTitle(QCoreApplication.translate("PolynomWindow", u"\u041f\u043e\u043b\u0438\u043d\u043e\u043c", None))
|
||||
self.residualVarianceValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
|
||||
self.scaledResidualVarianceValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
|
||||
self.fStatisticLabel.setText(QCoreApplication.translate("PolynomWindow", u"F1 - \u043e\u0442\u043d\u043e\u0448\u0435\u043d\u0438\u0435 \u0424\u0438\u0448\u0435\u0440\u0430", None))
|
||||
self.residualVarianceLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None))
|
||||
self.scaledResidualVarianceLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f (\u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f):", None))
|
||||
self.rSquaredLabel.setText(QCoreApplication.translate("PolynomWindow", u"\u041a\u043e\u044d\u0444\u0444\u0438\u0446\u0438\u0435\u043d\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0439 \u0434\u0435\u0440\u0435\u043c\u0438\u043d\u0438\u0437\u0430\u0446\u0438\u0438", None))
|
||||
self.fStatisticValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
|
||||
self.rSquaredValueLabel.setText(QCoreApplication.translate("PolynomWindow", u"undefined", None))
|
||||
# retranslateUi
|
||||
79
statapp/ui/ui_squared_polynom_window.py
generated
79
statapp/ui/ui_squared_polynom_window.py
generated
@ -1,79 +0,0 @@
|
||||
# -*- coding: utf-8 -*-
|
||||
#
|
||||
# Copyright (c) 2023 Maxim Slipenko, Eugene Lazurenko.
|
||||
#
|
||||
# This file is part of Statapp
|
||||
# (see https://github.com/shizand/statapp).
|
||||
#
|
||||
# This program is free software: you can redistribute it and/or modify
|
||||
# it under the terms of the GNU General Public License as published by
|
||||
# the Free Software Foundation, either version 3 of the License, or
|
||||
# (at your option) any later version.
|
||||
#
|
||||
# This program is distributed in the hope that it will be useful,
|
||||
# but WITHOUT ANY WARRANTY; without even the implied warranty of
|
||||
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
||||
# GNU General Public License for more details.
|
||||
#
|
||||
# You should have received a copy of the GNU General Public License
|
||||
# along with this program. If not, see <http://www.gnu.org/licenses/>.
|
||||
#
|
||||
|
||||
|
||||
################################################################################
|
||||
## Form generated from reading UI file 'squared_polynom_window.ui'
|
||||
##
|
||||
## Created by: Qt User Interface Compiler version 5.15.2
|
||||
##
|
||||
## WARNING! All changes made in this file will be lost when recompiling UI file!
|
||||
################################################################################
|
||||
|
||||
from PySide2.QtCore import *
|
||||
from PySide2.QtGui import *
|
||||
from PySide2.QtWidgets import *
|
||||
|
||||
|
||||
class Ui_SquaredPolynomWindow(object):
|
||||
def setupUi(self, SquaredPolynomWindow):
|
||||
if not SquaredPolynomWindow.objectName():
|
||||
SquaredPolynomWindow.setObjectName(u"SquaredPolynomWindow")
|
||||
SquaredPolynomWindow.resize(630, 400)
|
||||
self.gridLayout_2 = QGridLayout(SquaredPolynomWindow)
|
||||
self.gridLayout_2.setObjectName(u"gridLayout_2")
|
||||
self.gridLayout = QGridLayout()
|
||||
self.gridLayout.setObjectName(u"gridLayout")
|
||||
self.tableView = QTableView(SquaredPolynomWindow)
|
||||
self.tableView.setObjectName(u"tableView")
|
||||
|
||||
self.gridLayout.addWidget(self.tableView, 0, 0, 1, 1)
|
||||
|
||||
self.gridLayout_3 = QGridLayout()
|
||||
self.gridLayout_3.setObjectName(u"gridLayout_3")
|
||||
self.gridLayout_3.setContentsMargins(-1, 10, -1, -1)
|
||||
self.residualVarianceLabel = QLabel(SquaredPolynomWindow)
|
||||
self.residualVarianceLabel.setObjectName(u"residualVarianceLabel")
|
||||
|
||||
self.gridLayout_3.addWidget(self.residualVarianceLabel, 0, 0, 1, 1)
|
||||
|
||||
self.residualVarianceValueLabel = QLabel(SquaredPolynomWindow)
|
||||
self.residualVarianceValueLabel.setObjectName(u"residualVarianceValueLabel")
|
||||
|
||||
self.gridLayout_3.addWidget(self.residualVarianceValueLabel, 0, 1, 1, 1)
|
||||
|
||||
|
||||
self.gridLayout.addLayout(self.gridLayout_3, 1, 0, 1, 1)
|
||||
|
||||
|
||||
self.gridLayout_2.addLayout(self.gridLayout, 0, 0, 1, 1)
|
||||
|
||||
|
||||
self.retranslateUi(SquaredPolynomWindow)
|
||||
|
||||
QMetaObject.connectSlotsByName(SquaredPolynomWindow)
|
||||
# setupUi
|
||||
|
||||
def retranslateUi(self, SquaredPolynomWindow):
|
||||
SquaredPolynomWindow.setWindowTitle(QCoreApplication.translate("SquaredPolynomWindow", u"\u041a\u0432\u0430\u0434\u0440\u0430\u0442\u0438\u0447\u043d\u044b\u0439 \u043f\u043e\u043b\u0438\u043d\u043e\u043c", None))
|
||||
self.residualVarianceLabel.setText(QCoreApplication.translate("SquaredPolynomWindow", u"\u041e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u0430\u044f \u0434\u0438\u0441\u043f\u0435\u0440\u0441\u0438\u044f:", None))
|
||||
self.residualVarianceValueLabel.setText(QCoreApplication.translate("SquaredPolynomWindow", u"undefined", None))
|
||||
# retranslateUi
|
||||
Loading…
Reference in New Issue
Block a user