From fcddf848393095435420e546bb18356df744ab19 Mon Sep 17 00:00:00 2001 From: Maxim Slipenko Date: Sat, 3 Feb 2024 14:39:34 +0300 Subject: [PATCH] =?UTF-8?q?docs:=20=D0=B4=D0=BE=D0=B1=D0=B0=D0=B2=D0=BB?= =?UTF-8?q?=D0=B5=D0=BD=D0=B0=20=D0=B4=D0=BE=D0=BA=D1=83=D0=BC=D0=B5=D0=BD?= =?UTF-8?q?=D1=82=D0=B0=D1=86=D0=B8=D1=8F=20(#105)?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: MisterMLiL --- docs/README.md | 191 ++++++++++++++++++ docs/README.pdf | Bin 0 -> 330778 bytes .../Анализ данных - Дисперсионный анализ.PNG | Bin 0 -> 3713 bytes .../Анализ данных - Корреляционный анализ.PNG | Bin 0 -> 3578 bytes ...нерация показателей - Генерация отклика.PNG | Bin 0 -> 3372 bytes ...нерация показателей - Генерация фактора.PNG | Bin 0 -> 3144 bytes .../Моделирование - Линейный полином.PNG | Bin 0 -> 3596 bytes docs/files/Окно - Генерация отклика.PNG | Bin 0 -> 7990 bytes docs/files/Окно - Генерация фактора.PNG | Bin 0 -> 7615 bytes docs/files/Окно - Дисперсионный анализ.PNG | Bin 0 -> 9980 bytes docs/files/Окно - Корреляционный анализ.PNG | Bin 0 -> 6884 bytes .../Окно - Полином (Линейный полином).PNG | Bin 0 -> 13668 bytes .../files/Окно - Полином (Преобразования).PNG | Bin 0 -> 15116 bytes docs/files/Окно - Полином - График.PNG | Bin 0 -> 31224 bytes docs/files/Окно - Полином - Прогноз.PNG | Bin 0 -> 16163 bytes .../Преобразования - Выбор преобразования.PNG | Bin 0 -> 8377 bytes docs/files/Файл - Открыть.PNG | Bin 0 -> 3433 bytes docs/files/Файл - Сохранить.PNG | Bin 0 -> 2524 bytes 18 files changed, 191 insertions(+) create mode 100644 docs/README.md create mode 100644 docs/README.pdf create mode 100644 docs/files/Анализ данных - Дисперсионный анализ.PNG create mode 100644 docs/files/Анализ данных - Корреляционный анализ.PNG create mode 100644 docs/files/Генерация показателей - Генерация отклика.PNG create mode 100644 docs/files/Генерация показателей - Генерация фактора.PNG create mode 100644 docs/files/Моделирование - Линейный полином.PNG create mode 100644 docs/files/Окно - Генерация отклика.PNG create mode 100644 docs/files/Окно - Генерация фактора.PNG create mode 100644 docs/files/Окно - Дисперсионный анализ.PNG create mode 100644 docs/files/Окно - Корреляционный анализ.PNG create mode 100644 docs/files/Окно - Полином (Линейный полином).PNG create mode 100644 docs/files/Окно - Полином (Преобразования).PNG create mode 100644 docs/files/Окно - Полином - График.PNG create mode 100644 docs/files/Окно - Полином - Прогноз.PNG create mode 100644 docs/files/Преобразования - Выбор преобразования.PNG create mode 100644 docs/files/Файл - Открыть.PNG create mode 100644 docs/files/Файл - Сохранить.PNG diff --git a/docs/README.md b/docs/README.md new file mode 100644 index 0000000..758803e --- /dev/null +++ b/docs/README.md @@ -0,0 +1,191 @@ +# Руководство пользователя для программы "Statapp" + +## Условные обозначения + +`Взаимодействие` - так отображается интерфестные части приложения с которыми пользователь может и должен взаимодействовать. к тами относятся кнопки, пункты меню, окна приложения, страницы в моделировании и тд. + +*Пример* - так отображаются комментарии или описания. Обычно используются в качестве подписей к картинкам. + +***Параметр*** - так отображаются параметры, которые пользователь может получить в результате вычислений в приложении. + +## Введение + +"Statapp" — это программное решение для статистического анализа и регрессионного моделирования, позволяющее специалистам в области данных проводить глубокий анализ и создавать точные прогностические модели. + +## Теоретические сведения + +*-- В разработке --* + +## Начало работы + +### Генерация показателей + +
+ +### Генерация отклика + +Перед тем как начать анализ, необходимо сгенерировать отклики, которые будут использоваться как зависимые переменные в моделях: + +1. Перейдите в меню `Генерация показателей`. +2. Выберите `Генерация отклика`. + +После этого откроется окно `Генерация отклика`: + + + +*Пример пункта меню* `Генерация отклика` + +3. Укажите необходимые параметры для генерации данных и нажмите кнопку `Сгенерировать`. + + + +*Пример окна* `Генерация отклика` + +После этого окно должно закрыться и на `Белом листе` в `Главном окне` появится колонка со случайно сгенерированными данными отклика по заданным показателям. + +
+ +### Генерация фактора + +После генерации откликов следует сгенерировать факторы, которые будут служить независимыми переменными. Для генерации факторов необходимо выполнить следующие шаги: + +1. Перейдите в меню `Генерация показателей`. +2. Выберите `Генерация фактора`. + +После этого откроется окно `Генерация фактора`: + + + +*Пример пункта меню* `Генерация фактора` + +3. Выберите нужный тип связи к отклику (прямая или обратная). +4. Укажите оставшиеся параметры для генерации данных и нажмите кнопку `Сгенерировать`. + + + +*Пример окна* `Генерация отклика` + +Можно добавлять несколько факторов. + +
+ +### Анализ данных + +После генерации отклика и факторов можно приступать к анализу данных. + +
+ +### Дисперсионный анализ + +1. Перейдите в меню `Анализ данных`. +2. Выберите `Дисперсионный анализ`. + + + +*Пример пункта меню* `Дисперсионный анализ` + +После этого откроется окно `Дисперсионный анализ`: + + + +*Пример окна* `Дисперсионный анализ` + +
+ +### Корреляционный анализ + +1. Перейдите в меню `Анализ данных`. +2. Выберите `Корреляционный анализ`. + + + +*Пример пункта меню* `Корреляционный анализ` + +После этого откроется окно `Корреляционный анализ`: + + + +*Пример окна* `Корреляционный анализ` + +
+ +### Моделирование + +После генерации отклика и факторов можно перейти к построению регрессионных моделей. + +Здесь вы можете увидеть параметры модели, её характеристики, прогноз и отклонения, а также график прогноза и отклонения. + +1. Перейдите на вкладку `Моделирование`. +2. Выберите тип модели для построения: `Линейный полином`, `Квадратичный полином` или `Преобразования`. + + + +*Пример список пунктов меню* `Моделирование` + +На странице `Модель` любого окна из `Моделирование` можно увидеть данные ***Коэффициент регрессии*** и ***Коэффициент значимости*** в виде таблицы для отклика и каждого из факторов. В нижней части окна располагаются вычисленные значения для параметров: ***Остаточная дисперсия***, ***Остаточная дисперсия (масштабированная)***, ***F1 - отношение Фишера***, ***Коэффициент множественной детерминации***, + + + +*Пример страницы* `Модель` *окна* `Линейный полином` + +На странице `Прогноз` любого окна из `Моделирование` можно увидеть значения ***Прогноза*** и ***Отклонения*** для каждого ранее сгенерированного значения ***Отклика***. + + + +*Пример страницы* `Прогноз` *окна* `Линейный полином` + +На странице `График` любого окна из `Моделирование` можно увидеть график ***Прогноза*** (график) и ***Отклонения*** (точки). + + + +*Пример страницы* `График` *окна* `Линейный полином` + +При необходимости, в окне `Моделирование` - `Преобразования` для каждого фактора вы можете выбрать одно из доступных преобразований. + + + +*Пример окна* `Преобразования` + +Для выбора преобразования для определенного фактора необходимо выполнить следующие шаги: + +1. Перейдите на страницу `Модель` в окне `Преобразования`. +2. Дважды нажмите на нужную ячейку в колонке ***Преобразования***. +3. Выберите необходимое преобразование из выпадающего списка. + + + +*Пример списка выбора* ***Преобразования*** *фактора в окне* `Преобразования` + +*Комментарий: если значения не персчитались попробуйте снять выделение с ячейки, путем нажатия на другую ячейку* + +
+ +### Сохранение и открытие файла + +Сгенерированные значения ***Отклика*** и ***Фактора*** из таблицы в `Главном окне` можно сохранить или зугрузить из файла ***.txt*** и ***.csv***. + +### Сохранение файла + +1. Перейдите в меню `Файл`. +2. Выберите `Сохранить`. + + + +*Пример пункта меню* `Сохранить файл` + +3. Выберите путь сохранения и тип файла и нажмите кнопку `Сохранить`. + +Теперь файл будет сохранен по указаному вами пути, его можно переместить куда необходимо и при необходимости загрузить обратно в приложение. + +### Открытие файла + +1. Перейдите в меню `Файл`. +2. Выберите `Открыть`. + + + +*Пример пункта меню* `Открыть файл` + +3. Выберите путь до открываемого файла и нажмите кнопку `Открыть`. + +Приложение загрузит нужный вам файл, и при необходимости спросит нужно ли сохранять ваши текущие данные. diff --git a/docs/README.pdf b/docs/README.pdf new file mode 100644 index 0000000000000000000000000000000000000000..29988572a629352eea8a93430107e780e96ff3af GIT binary patch literal 330778 zcmeFZ1yo#5voA^l2_D>S2=4Cg?(Q&H&_M>bAi*UeKyV4}?v~(Af;+*(5S+o~P5$}p z+;!f$^1ik1UF%(jwWs%<>e{uts(w{n)6+ES(y}ZZtlTIx(+B$-C>#KG00?N0A}q`% z=Jgn>hV|slK4k3WDowJ8Gz?+}fjF;P(0U+Vx;%KdB4OFrN zv+;28v2yXk2$kfuRg{?lj&=^#06A+*2M~-<>Wv%7$(oIWLx7e2_Y0t9VPoND_qR?A zC~WF(AS(|`YuH`29PBLEV8Q{MVAQZr{u0Ly~yey7@Z2p>c1ut6-BXjw)*{$T>pGnOA7!83Y(+~fK3(T=49dcPa>ZGK*Y-VpHp$L z|C3DC&JhfI0ybGkn5fd$mLMx@6gFjRXIt>Clv3@LzBhm?IFB? z$?9+QUj=H}*wMf`9znyLG8IuwjOYMZc+tT*Ov``o}tLUl< zjP&-H9t_a#AD}t`EMHB_D;t@`0z2;yfKF|+*B@6uiwY8KHhNPK9J_T8TdtfPcN;%m zl<(xQ513WPgl#MiHs2V3N9c$(IXR{Xsy~ScdOAE?1>K)DKN-9DH+j_3;)d#7AN14S zHu?9f+4;0Dcqb1JI&cnqUsGnTUSk`-f)gZBx*(Ep$Y-i$-7qvp=jeUShNNdJbp{vl zL!}P<90csA>X|Jt=8S#LE}bf(yky2@oU1!ZCr^vWPxXbIdOx$*(%ob2y8r7%2>J`! z_tgW2M$G0d*T%13O#%Wffe5&=Bp;c`iGHMm3r=fq#r5MCw}iJt2fxd_f=debHn!W~ z3NE=`A(An@{){xmO^TGFDt@knszw-Z;JD+#+)<Qo%-5M9e{QbznER_pO7$|i+xeUgIXMH_*z7lrIN^4cLoUz6^nr{H+a>K$?Bg8Is zyO4^l6ldGSYiKcR=L~sWq+N#B=n237`~e=p#T;d4v*tjW)ifViYN~V9)3-z!LBWD2 z3h9Yxe2p&=ayd|gr2;sv@Q14f4zb9OPH<^UI-BZb##Ro8=)}Ok>_QQ=SI1hwS?x4!g6aRXervEA2!Zyg@^Kc~Yg=2vm^F*ytZ zlufBr`lvX$KSCYy_BxeB$kd8`(w5Uy>p#|hW6tk+Kz7cgYqiVcJ91Tdp})eT^>&

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