Анализ колебаний цен на рынке фигурок японского производства
Анализ моделей, позволяющих оценить взаимосвязь между начальной ценой, ее изменениями, скидкой и различными факторами для мирового онлайн рынка коллекционных японских фигурок. Построение модели для ценообразования и ее реализация в виде системы обучения.
| Рубрика | Экономика и экономическая теория |
| Вид | дипломная работа |
| Язык | русский |
| Дата добавления | 15.09.2018 |
| Размер файла | 3,2 M |
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Несколько вариантов построения обычных и множественных регрессий позволили выявить искомую зависимость. В подтверждение начальным ожиданиям, оказалось, что множество факторов значимо влияют на процент скидки. Этими факторами оказались: принадлежность фигурки к определенному бренду и серии, популярность серии, скульптора и бренда, а также определенный масштаб, прошедшее время со дня выпуска и принадлежность фигурки с ограниченной серии.
В работе детально проанализированы возможные причины полученного результата моделирования.
В целом, освоена методика и наработан опыт анализа спроса на массивных данных, включающих экзогенные и эндогенные переменные. Полученные результаты являются хорошим заделом для создания интеллектуальной системы прогнозирования колебания цен и скидок на товары коллекционной категории позволяющей выявлять наиболее значимые факторы и таким образом выдать рекомендации производителям при дальнейшем расширении ассортимента и выпуске новых товаров, а также рекомендации коллекционерам по возможности свершить более выгодную покупку.
Список литературы
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Приложение А
Расширенный список возможных источников:
My Figure Collection база данных:
· Название фигурки
· Категория (тип фигурки)
· Происхождение (сериал)
· Персонажи
· Компания производитель
· Создатель (скульптор либо художник)
· Материалы
· Масштаб/размеры
· Дата релиза
· Цена на релизе
· Ссылка на магазины, продающие в настоящее время
· Комментарии с датой и оценкой
· Количество желающих/имеющих/заказавших фигурку
· Объявления о продаже
· Обзоры
· Рейтинг и кол-во оценок
· Расположение в топах (по кол-вам желающих, рейтингу и т.д.)
· Теги
· Является ли эксклюзивом, если да, то кол-во экземпляров
· Дата перевыпуска (если был)
· Фотографии
· Связанные клубы
· Рейтинги магазинов и производителей и их обсуждение
· Предварительная информация по будущим фигуркам
· Указание наличия/отсутствия подделок фигурки
AmiAmi магазин:
· Название фигурки
· Цена на релизе
· Цена на данный момент (также указывается процент от предыдущей в случае понижения цены)
· Раздел фигурок б/у (минусы: довольно быстро чистится после продажи фигурки)
· Дата релиза
· Теги по персонажу, производителю
Mandarake магазин подержанных фигурок:
Имеются данные по очень старым или уникальным фигуркам. Можно найти старые фигурки в неоткрытом состоянии. Минусы: поиск лучше производить на японском, бывают некорректные теги.
· Название фигурки (обычно на японском, редко на английском)
· Цена продажи на данный момент
· Каждая продажа фиксируется отдельно и сохраняется на сайте в открытом доступе (можно отследить динамику повышения/понижения цен на конкретный товар)
· Производитель
· Состояние фигурки (sealed, opened, damaged etc)
· Размеры коробки
· Теги по типу фигурки, происхождению и персонажу
Facebook, ВК и тд. Социальные сети:
· Группы коллекционеров фигурок
· Группы по фэндомам (любители определенных сериалов)
· Кол-во человек в группах
· Комментарии
· Кол-во запросов на опр. сериал, фигурку, персонажа
My Anime List база данных по аниме сериалам:
· Название аниме
· Название на японском
· Сезон выпуска
· Рейтинг и кол-во голосовавших
· Ранг в топе по рейтингу
· Ранг в топе по популярности
· Кол-во посмотревших
· Наличие и название сиквелов/приквелов и тд
· Актеры озвучки
· Кол-во эпизодов
· Статус (закончилось, идет и тд)
· Даты показа (первого и последнего эпизода)
· Расписание и время показа на ТВ
· Продюсеры
· Лицензия
· Студия
· Источник (LN, VN, manga и тд)
· Жанры
· Длительность эпизода
· Возрастной рейтинг
· Кол-во добавлений в избранное
· Названия OP и ED
· Обзоры
· Комментарии
· Краткое описание
Приложение Б
Результаты опросов за 2012-2015
Опрос 2012 года
Опрос 2013 года
Опрос 2014 года
Опрос 2015 года
Приложение В
Программные модули и скрипты
Код программы для скачивания ссылок
from bs4 import BeautifulSoup as soup
from urllib.request import urlopen as uReq
import urllib.request
import re
n_pages = 158
base_link = 'http://slist.amiami.com/top/search/list?inc_txt2=2&s_cate3=9713&s_cate_tag=14&s_sortkey=releasedatea&pagemax=40&getcnt=0&pagecnt='
filename = "AmiAmi_urls.csv"
for i in range(1, n_pages+1):
link = base_link+str(i)
page_html = uReq(link)
page_soup = soup(page_html, "html.parser")
item_icon = page_soup.findAll("li", {"class": "product_name_list"})
f = open(filename, "a", encoding="utf-8")
for container in item_icon:
url1 = container.a.get("href")
if url1:
url = container.a.get("href")
else:
url = "NA"
print("url: " + url)
f.write(url + "\n")
f.close
Код программы для скачивания информации со страниц
from bs4 import BeautifulSoup as soup
from urllib.request import urlopen as uReq
import urllib.request
import re
lists = open("AmiAmi_urls.csv").read().split("\n")[:-1]
filename = "Ami_full.csv"
f = open(filename, "w", encoding="utf-8")
headers = "fig_name_eng, fig_name_jap, Scale, Size, Type, Materials, Sell_price, Price, Sale, Status, Code, date, brand, line_prod, series, char_name, sculpt\n"
f.write(headers)
f.close
for url in lists:
uClient = uReq(url)
page_html = uClient.read()
uClient.close()
page_soup = soup(page_html, "html.parser")
page_soup.findAll("div", style="width:600px;")
f = open(filename, "a", encoding="utf-8")
error = page_soup.findAll(text=re.compile("An error has occurred."))
if not error:
info4 = page_soup.findAll("h2", {"class": "heading_10"})
container4 = info4[0]
for container4 in info4:
jap = container4.find('span', class_='').text
if jap:
Jap = jap.strip().replace("\n", "|")
else:
Jap = "NA"
r = str(container4)
container5 = soup(r[:r.rindex('<br/>')], 'html.parser')
if container5:
eng = container5.find('h2').text.strip().replace("\n", "|")
else:
eng = "NA"
f.write(eng.replace(",", "|") + "," + jap.replace(",", "|") + ",")
info1 = page_soup.findAll("p", {"class": "box_01"}) or "NA"
if info1 == "NA":
Scale = "NA"
Size = "NA"
Type = "NA"
Material = "NA"
f.write(Scale.replace(",", ".") + "," + Size.replace(",", ".") + "," + Type.replace(",", "|") + "," + Material.replace(",", "|") + ",")
else:
try:
Scale1 = info1[0].findAll(text=re.compile('Scale'))
if Scale1:
Scale = str(Scale1[0]).strip()
else:
Scale = "NA"
Size1 = info1[0].findAll(text=re.compile('Size'))
if Size1:
Size = str(Size1[0]).strip()
else:
Size = "NA"
Type1 = info1[0].findAll(text=re.compile('Figure'))
if Type1:
Type = Type1[0].replace("\n", "|")
else:
Type = "NA"
Material1 = info1[0].findAll(text=re.compile('Material'))
if Material1:
Material = Material1[0].strip()
else:
Material = "NA"
print("Scale: " + Scale)
print("Size: " + Size)
print("Type: " + Type)
print("Materials: " + Material)
f.write(Scale.replace(",", ".") + "," + Size.replace(",", ".") + "," + Type.replace(",", "|") + "," + Material.replace(",", "|") + ",")
except TypeError:
pass
try:
Sell_price1 = page_soup.findAll("li", {"class": "selling_price"})
if Sell_price1:
Sell_price = Sell_price1[0].text.strip()
else:
Sell_price = "NA"
Price1 = page_soup.findAll("li", {"class": "price"})
if Price1:
Price = Price1[0].findAll(text=re.compile('JPY'))[0].strip()
else:
Price = "NA"
sale1 = page_soup.findAll("span", {"class": "off_price"})
if sale1:
Sale = sale1[0].text
else:
Sale = "0"
status1 = page_soup.findAll("li", {"class": "selling_price"})
Status = status1[-1].text.strip() or 'NA'
print("Sell price: " + Sell_price)
print("Price: " + Price)
print("Sale: " + Sale)
print("Status: " + Status)
f.write(Sell_price.replace(",", ".") + "," + Price.replace(",", ".") + "," + Sale.replace(",", ".") + "," + Status.replace(",", ".") + ",")
except TypeError:
pass
info3 = page_soup.findAll("dl", {"class": "spec_data"})
container3 = info3[0]
try:
code = container3.find('dt', text='JAN Code')
if code:
Code = code.find_next_sibling("dd").text.strip()
else:
Code = "NA"
Release_Date = container3.find('dt', text='Release Date')
if Release_Date:
date = Release_Date.find_next_sibling("dd").text.strip()
else:
date = "NA"
Brand = container3.find('dt', text='Brand')
if Brand:
brand = Brand.find_next_sibling("dd").text.strip().replace("\n", "|")
else:
brand = "NA"
Line = container3.find('dt', text='Product Line')
if Line:
line_prod = Line.find_next_sibling("dd").text.strip().replace("\n", "|")
else:
line_prod = "NA"
Series = container3.find('dt', text='Series Title')
if Series:
series = Series.find_next_sibling("dd").text.strip().replace("\n", "|")
else:
series = "NA"
Name = container3.find('dt', text='Character Name')
if Name:
char_name = Name.find_next_sibling("dd").text.strip().replace("\n", "|")
else:
char_name = "NA"
Sculptor = container3.find('dt', text='Sculptor')
if Sculptor:
sculpt = Sculptor.find_next_sibling("dd").text.strip().replace("\n", "|")
else:
sculpt = "NA"
f.write(Code.replace(",", ".") + "," + date + "," + brand.replace(",", ".") + "," + line_prod.replace(",",".") + "," + series.replace(",", ".") + "," + char_name.replace(",", ".") + "," + sculpt + "\n")
except TypeError:
pass
f.close
Приложение Г
Датасеты
Первичная база данных (фрагмент)
Данные после первичной обработки (фрагмент)
Данные с переменными материалов (фрагмент)
Данные с переменными материалов (фрагмент)
Данные с новыми переменными (фрагмент)
Категории по сериям и количеству фигурок, цветом отмечены те серии, которые подлежат объединению (фрагмент)
Сопоставление серий в общие категории (фрагмент)
Статистика по сериям (фрагмент)
Статистика по брендам (фрагмент)
Приложение Д
Результаты моделирования
Полный вариант результатов первой модели линейной регрессии
Call:
lm(formula=Sale~Scale+log(Sell_price)+ as.factor(brand) + as.factor(series) + log(m_passed) + boxcon + itemcon + Limited + Exclusive + amiamibonus, data = data1)
Residuals: Min -44.995 1Q -0.340 Median 0.000 3Q 2.262 Max 33.169
|
Estimate |
Std. Error |
t value |
Pr(>|t|) |
||
|
(Intercept) |
15.83771 |
118.529 |
0.133619 |
0.893996 |
|
|
Scale1/12 |
37.41849 |
29.96628 |
1.248686 |
0.214948 |
|
|
Scale1/2,5 |
43.82892 |
49.0589 |
0.893394 |
0.373977 |
|
|
Scale1/4 |
68.78688 |
48.05691 |
1.431363 |
0.155715 |
|
|
Scale1/4,5 |
35.92916 |
34.50881 |
1.041159 |
0.30053 |
|
|
Scale1/5 |
-17.1346 |
31.1265 |
-0.55048 |
0.583323 |
|
|
Scale1/6 |
14.33657 |
22.05954 |
0.649904 |
0.517374 |
|
|
Scale1/7 |
19.35354 |
12.2197 |
1.583798 |
0.116671 |
|
|
Scale1/8 |
2.958474 |
10.17689 |
0.290705 |
0.771931 |
|
|
ScaleNon-scale |
51.31326 |
43.2228 |
1.18718 |
0.238213 |
|
|
log(Sell_price) |
-7.5002 |
12.17218 |
-0.61618 |
0.5393 |
|
|
as.factor(brand)Alphamax |
81.41887 |
33.74078 |
2.41307 |
0.017801 |
|
|
as.factor(brand)Alter |
63.43804 |
31.84045 |
1.992373 |
0.049294 |
|
|
as.factor(brand)AMAKUNI |
25.02063 |
37.38428 |
0.669282 |
0.504992 |
|
|
as.factor(brand)Amie-Grand |
28.55267 |
31.66257 |
0.90178 |
0.369529 |
|
|
as.factor(brand)Aniplex |
71.7235 |
35.02737 |
2.047642 |
0.043446 |
|
|
as.factor(brand)Aoshima |
54.78532 |
31.21808 |
1.754923 |
0.082602 |
|
|
as.factor(brand)Aoshima|FunnyKnights |
67.17924 |
36.58645 |
1.836178 |
0.069561 |
|
|
as.factor(brand)Aquamarine |
75.53397 |
38.02683 |
1.986333 |
0.049972 |
|
|
as.factor(brand)Arugo-sha|Fullcock |
42.95925 |
30.66241 |
1.40104 |
0.164566 |
|
|
as.factor(brand)Aspire |
81.71752 |
43.44812 |
1.880807 |
0.063161 |
|
|
as.factor(brand)Beat |
32.59741 |
42.86894 |
0.760397 |
0.448962 |
|
|
as.factor(brand)Bellfine |
57.51908 |
31.65821 |
1.816877 |
0.072492 |
|
|
as.factor(brand)Broccoli |
92.78737 |
31.84398 |
2.913812 |
0.004482 |
|
|
as.factor(brand)cLayz |
34.27455 |
36.20116 |
0.94678 |
0.346231 |
|
|
as.factor(brand)COSPA|Resinya! |
62.40102 |
44.66843 |
1.396982 |
0.165779 |
|
|
as.factor(brand)Daiki Kogyo |
60.61392 |
36.33431 |
1.668228 |
0.098671 |
|
|
as.factor(brand)Di molto bene |
66.19434 |
34.31876 |
1.928809 |
0.056837 |
|
|
as.factor(brand)DRAGON Toy |
61.83049 |
36.22609 |
1.706794 |
0.091234 |
|
|
as.factor(brand)e Jeuness |
47.64688 |
29.83913 |
1.596792 |
0.113741 |
|
|
as.factor(brand)Embrace Japan |
89.83049 |
32.75847 |
2.742207 |
0.007334 |
|
|
as.factor(brand)Enterbrain|Wafudo Ganguten |
59.40029 |
36.62855 |
1.621694 |
0.108291 |
|
|
as.factor(brand)FOTS JAPAN |
68.48225 |
44.20695 |
1.549129 |
0.124784 |
|
|
as.factor(brand)FREEing |
34.49137 |
47.4688 |
0.726611 |
0.469309 |
|
|
as.factor(brand)Gift |
81.18217 |
31.32975 |
2.591217 |
0.011122 |
|
|
as.factor(brand)Good Smile Company |
73.75429 |
30.98469 |
2.380346 |
0.019359 |
|
|
as.factor(brand)Griffon Enterprises |
39.44796 |
31.03283 |
1.271169 |
0.206873 |
|
|
as.factor(brand)HobbyJAPAN |
63.66924 |
32.74563 |
1.944359 |
0.054907 |
|
|
as.factor(brand)Hobby Stock |
64.95965 |
33.38053 |
1.946034 |
0.054702 |
|
|
as.factor(brand)KADOKAWA |
88.73381 |
33.13322 |
2.678092 |
0.00877 |
|
|
as.factor(brand)Kalmia Project |
49.06491 |
37.22982 |
1.317893 |
0.190812 |
|
|
as.factor(brand)Kotobukiya |
62.54507 |
30.39584 |
2.057685 |
0.04245 |
|
|
as.factor(brand)Mabell|Kaitendo |
65.85896 |
52.92431 |
1.244399 |
0.216514 |
|
|
as.factor(brand)Max Factory |
64.96539 |
29.05654 |
2.235827 |
0.027782 |
|
|
as.factor(brand)MegaHouse |
85.86297 |
31.41838 |
2.73289 |
0.007529 |
|
|
as.factor(brand)Milestone |
69.31673 |
34.5011 |
2.009117 |
0.047455 |
|
|
as.factor(brand)Mouse Unit |
38.46544 |
35.90869 |
1.071201 |
0.286881 |
|
|
as.factor(brand)Movic |
45.29456 |
31.66623 |
1.430375 |
0.155997 |
|
|
as.factor(brand)Myethos |
80.75861 |
31.28836 |
2.581107 |
0.011429 |
|
|
as.factor(brand)Native |
64.73675 |
44.11598 |
1.467422 |
0.145672 |
|
|
as.factor(brand)New Vision Toys |
50.11721 |
30.7812 |
1.628176 |
0.106908 |
|
|
as.factor(brand)Oh-ami|amiami |
38.69942 |
30.6142 |
1.2641 |
0.209387 |
|
|
as.factor(brand)Orca Toys |
109.3164 |
39.51495 |
2.766456 |
0.00685 |
|
|
as.factor(brand)OrchidSeed |
55.32769 |
34.67304 |
1.595698 |
0.113986 |
|
|
as.factor(brand)Penguin Parade |
61.31086 |
37.96401 |
1.614974 |
0.109741 |
|
|
as.factor(brand)Phat Company |
74.90229 |
31.70844 |
2.362219 |
0.020274 |
|
|
as.factor(brand)PM Office A|Plum |
45.14136 |
32.58587 |
1.385305 |
0.169309 |
|
|
as.factor(brand)PULCHRA |
80.13388 |
32.6803 |
2.452055 |
0.016091 |
|
|
as.factor(brand)Q-six |
65.25771 |
31.63843 |
2.062609 |
0.041969 |
|
|
as.factor(brand)ques Q |
58.14019 |
32.54575 |
1.786414 |
0.077326 |
|
|
as.factor(brand)SkyTube |
31.41403 |
32.98816 |
0.952282 |
0.343449 |
|
|
as.factor(brand)Stronger |
78.10607 |
41.92332 |
1.86307 |
0.065643 |
|
|
as.factor(brand)Toranoana |
64.54995 |
46.45707 |
1.389454 |
0.168048 |
|
|
as.factor(brand)Vertex |
53.72343 |
29.50648 |
1.820733 |
0.071898 |
|
|
as.factor(brand)Volks |
101.2966 |
39.72776 |
2.549769 |
0.012433 |
|
|
as.factor(brand)WAVE |
59.13941 |
32.22707 |
1.835085 |
0.069724 |
|
|
as.factor(brand)WING |
49.28163 |
30.94812 |
1.592395 |
0.114726 |
|
|
as.factor(series)Anne Happy (Unhappy Go Lucky) |
-2.59407 |
32.45099 |
-0.07994 |
0.93646 |
|
|
as.factor(series)AnoHana (Ano Hi Mita Hana no Namae o Boku-tachi wa Mada Shiranai) |
-3.42073 |
29.65139 |
-0.11537 |
0.908407 |
|
|
as.factor(series)Ano Natsu de Matteru (Waiting in the Summer) |
-25.8002 |
27.49455 |
-0.93838 |
0.350509 |
|
|
as.factor(series)Arpeggio of Blue Steel Series |
-25.4166 |
30.97051 |
-0.82067 |
0.413954 |
|
|
as.factor(series)Baka to Test to Shokanjuu |
-44.8207 |
29.20881 |
-1.53449 |
0.12834 |
|
|
as.factor(series)Bakuon!! |
-3.50311 |
30.95181 |
-0.11318 |
0.910135 |
|
|
as.factor(series)Bastard!! |
35.88159 |
45.57283 |
0.787346 |
0.433103 |
|
|
as.factor(series)BEATLESS |
-52.2503 |
27.77969 |
-1.88088 |
0.063151 |
|
|
as.factor(series)Berry\'s |
49.1686 |
33.27744 |
1.477535 |
0.142947 |
|
|
as.factor(series)Bikini Warriors |
-32.4192 |
28.55755 |
-1.13522 |
0.25923 |
|
|
as.factor(series)BLADE ARCUS from Shining |
-28.5914 |
30.90024 |
-0.92528 |
0.35724 |
|
|
as.factor(series)BlazBlue |
18.35826 |
20.99411 |
0.874449 |
0.384151 |
|
|
as.factor(series)Bodacious Space Pirates |
7.092937 |
24.0487 |
0.294941 |
0.768704 |
|
|
as.factor(series)Border Break |
8.365005 |
28.38282 |
0.294721 |
0.768871 |
|
|
as.factor(series)C3 -C Cube- |
-31.3478 |
28.95883 |
-1.08249 |
0.281862 |
|
|
as.factor(series)Cardcaptor Sakura |
-34.4314 |
23.36261 |
-1.47378 |
0.143953 |
|
|
as.factor(series)Chichinoe |
23.99322 |
43.88217 |
0.546765 |
0.585864 |
|
|
as.factor(series)Chu x Chu Idol|"Chu x Chu!" Series |
-56.0206 |
44.33505 |
-1.26357 |
0.209576 |
|
|
as.factor(series)Comet Lucifer |
-18.3959 |
27.60689 |
-0.66635 |
0.506855 |
|
|
as.factor(series)COMIC |
-31.9447 |
36.71902 |
-0.86998 |
0.386577 |
|
|
as.factor(series)Comic Aun |
-3.29557 |
33.63018 |
-0.09799 |
0.92215 |
|
|
as.factor(series)Da Capo |
15.61844 |
21.9698 |
0.710905 |
0.478942 |
|
|
as.factor(series)Dai Teikoku |
14.43413 |
52.46823 |
0.275102 |
0.783855 |
|
|
as.factor(series)Date A Live |
-20.1053 |
27.88007 |
-0.72114 |
0.472654 |
|
|
as.factor(series)DC Comics |
-30.4407 |
27.45518 |
-1.10874 |
0.270431 |
|
|
as.factor(series)Dead or Alive |
-49.2383 |
33.35598 |
-1.47615 |
0.143319 |
|
|
as.factor(series)Devil Survivor |
-5.22092 |
28.75446 |
-0.18157 |
0.85632 |
|
|
as.factor(series)Dimension W |
17.97187 |
28.4578 |
0.631527 |
0.529262 |
|
|
as.factor(series)Fortune Arterial |
10.96342 |
29.8167 |
0.367694 |
0.713946 |
|
|
as.factor(series)Frame Arms Girl|Frame Arms |
-12.7928 |
28.02607 |
-0.45646 |
0.649135 |
|
|
as.factor(series)Fullmetal Daemon Muramasa |
-48.407 |
26.31353 |
-1.83962 |
0.069048 |
|
|
as.factor(series)Gin\'iro no Olynssis |
1.856129 |
29.56462 |
0.062782 |
0.950076 |
|
|
as.factor(series)Girls und Panzer |
0.647164 |
21.15702 |
0.030589 |
0.975664 |
|
|
as.factor(series)GOD EATER |
-25.1123 |
25.89673 |
-0.96971 |
0.334734 |
|
|
as.factor(series)GRANBLUE FANTASY |
3.162723 |
28.46892 |
0.111094 |
0.911784 |
|
|
as.factor(series)Gundam |
-34.6315 |
23.57098 |
-1.46924 |
0.145178 |
|
|
as.factor(series)Gun x Sword |
-19.0831 |
26.64822 |
-0.71611 |
0.475737 |
|
|
as.factor(series)Hanasaku Iroha |
7.780043 |
28.88099 |
0.269383 |
0.788238 |
|
|
as.factor(series)Hatena Illusion |
31.19026 |
28.68624 |
1.08729 |
0.279749 |
|
|
as.factor(series)Hidamari Sketch |
22.02015 |
28.57227 |
0.770682 |
0.44287 |
|
|
as.factor(series)Horizon in the Middle of Nowhere |
33.06911 |
24.10384 |
1.371944 |
0.173417 |
|
|
as.factor(series)Hyakka Ryoran Series |
10.67473 |
23.25092 |
0.45911 |
0.647238 |
|
|
as.factor(series)Hyperdimension Neptunia |
14.04593 |
33.61804 |
0.417809 |
0.67706 |
|
|
as.factor(series)Infinite Stratos (IS) |
23.89341 |
29.96769 |
0.797306 |
0.427327 |
|
|
as.factor(series)Is the order a rabbit? |
-39.7263 |
30.19742 |
-1.31555 |
0.191594 |
|
|
as.factor(series)Jigoku Sensei Nube |
-37.4033 |
28.20282 |
-1.32622 |
0.188048 |
|
|
as.factor(series)Jingai Makyo |
10.92276 |
26.30057 |
0.415305 |
0.678886 |
|
|
as.factor(series)Kaitou Tenshi Twin Angel |
6.844349 |
23.12372 |
0.295988 |
0.767906 |
|
|
as.factor(series)Kamikyoku no Grimoire |
-7.02683 |
27.75578 |
-0.25317 |
0.800705 |
|
|
as.factor(series)Kantai Collection -Kan Colle- |
-7.74702 |
19.46108 |
-0.39808 |
0.691495 |
|
|
as.factor(series)Kara no Kyokai |
-36.4213 |
27.50919 |
-1.32397 |
0.188793 |
|
|
as.factor(series)Kimi ga Yobu, Megida no Oku de |
17.59134 |
28.64323 |
0.614154 |
0.54063 |
|
|
as.factor(series)Kono Naka ni Hitori, Imouto ga Iru! |
-6.12296 |
25.47409 |
-0.24036 |
0.810586 |
|
|
as.factor(series)Linebarrels of Iron |
17.97709 |
27.73993 |
0.648058 |
0.518561 |
|
|
as.factor(series)Little Busters! |
13.36263 |
24.55554 |
0.54418 |
0.587634 |
|
|
as.factor(series)Love Live! |
-8.92579 |
22.10069 |
-0.40387 |
0.687246 |
|
|
as.factor(series)Loveplus |
-3.31585 |
24.74604 |
-0.13399 |
0.893699 |
|
|
as.factor(series)Lucky Star |
-34.3496 |
37.75795 |
-0.90973 |
0.365342 |
|
|
as.factor(series)Macross Frontier |
-19.2559 |
23.23769 |
-0.82865 |
0.409448 |
|
|
as.factor(series)Madan no Ou to Vanadis (Lord Marksman and Vanadis) |
-62.4078 |
30.95451 |
-2.01611 |
0.046705 |
|
|
as.factor(series)Maitetsu |
-33.9415 |
32.76476 |
-1.03592 |
0.302957 |
|
|
as.factor(series)Monogatari |
-25.4008 |
22.21999 |
-1.14315 |
0.255942 |
|
|
as.factor(series)Mushihime-sama |
-29.0364 |
26.58183 |
-1.09234 |
0.277535 |
|
|
as.factor(series)Muv-Luv |
-16.381 |
22.93442 |
-0.71425 |
0.476878 |
|
|
as.factor(series)My-HiME |
8.751599 |
28.33219 |
0.308892 |
0.758102 |
|
|
as.factor(series)Natsuiro Kiseki |
28.7401 |
29.96107 |
0.959248 |
0.339948 |
|
|
as.factor(series)Noragami |
-26.6637 |
28.12957 |
-0.94789 |
0.345669 |
|
|
as.factor(series)Occult Academy (Seikimatsu Occult Gakuin) |
-16.8014 |
28.62111 |
-0.58703 |
0.558621 |
|
|
as.factor(series)Oh My Goddess! (Ah! My Goddess!) |
-49.3217 |
28.43561 |
-1.7345 |
0.086178 |
|
|
as.factor(series)Onegai Teacher (Please Teacher!) |
-0.44665 |
34.71283 |
-0.01287 |
0.989762 |
|
|
as.factor(series)Oppai no Kakikata |
25.68303 |
37.76858 |
0.68001 |
0.498205 |
|
|
as.factor(series)Oreimo |
-36.6435 |
27.9907 |
-1.30913 |
0.19375 |
|
|
as.factor(series)Original Character: Coffee Kizoku|Original Character |
23.05132 |
27.78752 |
0.829557 |
0.408937 |
|
|
as.factor(series)Original Character: Comomo Momoi|Original Character |
-18.7329 |
32.87557 |
-0.56981 |
0.570193 |
|
|
as.factor(series)Original Character: Murakami Suigun|Original Character: abec|Original Character |
-3.62563 |
27.41034 |
-0.13227 |
0.895058 |
|
|
as.factor(series)Persona |
-19.8737 |
33.94746 |
-0.58542 |
0.559696 |
|
|
as.factor(series)PreCure |
2.397248 |
26.21189 |
0.091457 |
0.927329 |
|
|
as.factor(series)Prison School |
-25.0093 |
30.93835 |
-0.80836 |
0.420969 |
|
|
as.factor(series)Puella Magi Madoka Magica |
17.74139 |
28.91115 |
0.613652 |
0.54096 |
|
|
as.factor(series)Queen's Blade |
15.7365 |
23.73467 |
0.663017 |
0.508977 |
|
|
as.factor(series)Quiz Magic Academy |
-8.48543 |
31.82564 |
-0.26662 |
0.790357 |
|
|
as.factor(series)Rage of Bahamut |
-22.7728 |
23.05152 |
-0.98791 |
0.325788 |
|
|
as.factor(series)Ragnastrike Angels |
-16.6636 |
31.55999 |
-0.528 |
0.598773 |
|
|
as.factor(series)Rance |
-3.5257 |
23.05306 |
-0.15294 |
0.878782 |
|
|
as.factor(series)RO-KYU-BU! |
-9.77324 |
23.62984 |
-0.4136 |
0.680131 |
|
|
as.factor(series)Rozen Maiden |
-24.5527 |
27.99971 |
-0.87689 |
0.38283 |
|
|
as.factor(series)Ru/Li/Lu/Ra |
7.302599 |
29.79921 |
0.24506 |
0.806956 |
|
|
as.factor(series)Saekano: How to Raise a Boring Girlfriend |
-48.6998 |
23.75372 |
-2.0502 |
0.043191 |
|
|
as.factor(series)Saki Zenkoku Hen|"Saki" Series |
-4.08598 |
24.23611 |
-0.16859 |
0.866489 |
|
|
as.factor(series)Sasami-san@Ganbaranai |
-19.9191 |
25.84603 |
-0.77068 |
0.442869 |
|
|
as.factor(series)Secretarial Section Drop |
-50.0453 |
34.42467 |
-1.45376 |
0.149415 |
|
|
as.factor(series)se Kirara |
6.782112 |
26.35649 |
0.257322 |
0.797505 |
|
|
as.factor(series)Sengoku Taisen |
0.069621 |
32.67839 |
0.00213 |
0.998305 |
|
|
as.factor(series)Senko no Ronde |
23.443 |
34.12593 |
0.686956 |
0.493839 |
|
|
as.factor(series)Sex Life |
15.74425 |
37.28442 |
0.422274 |
0.67381 |
|
|
as.factor(series)Shining |
-15.8728 |
19.84624 |
-0.79979 |
0.425892 |
|
|
as.factor(series)Shinkyoku Soukai Polyphonica |
8.344846 |
33.26184 |
0.250883 |
0.802464 |
|
|
as.factor(series)Shinra Bansho |
-0.7783 |
26.31472 |
-0.02958 |
0.976469 |
|
|
as.factor(series)Shokunyuu |
-79.3135 |
57.14444 |
-1.38795 |
0.168505 |
|
|
as.factor(series)S,M,G, |
-81.2989 |
43.27546 |
-1.87864 |
0.06346 |
|
|
as.factor(series)Sonic Soldier Borgman |
-8.45083 |
30.0764 |
-0.28098 |
0.779358 |
|
|
as.factor(series)Star Blazers |
-14.7376 |
23.33011 |
-0.6317 |
0.529151 |
|
|
as.factor(series)STARLESS |
7.06716 |
27.34437 |
0.25845 |
0.796637 |
|
|
as.factor(series)Steins;Gate |
-37.1984 |
28.44303 |
-1.30782 |
0.194192 |
|
|
as.factor(series)Strike Witches |
-1.52185 |
23.76057 |
-0.06405 |
0.94907 |
|
|
as.factor(series)_summer |
38.99607 |
29.02274 |
1.343639 |
0.18237 |
|
|
as.factor(series)Summon Knight |
15.09224 |
24.53773 |
0.615063 |
0.540032 |
|
|
as.factor(series)Super Sonico |
-17.5433 |
22.65467 |
-0.77438 |
0.440692 |
|
|
as.factor(series)Sword Oratoria Is It Wrong to Try to Pick Up Girls in a Dungeon? |
-5.9448 |
28.3124 |
-0.20997 |
0.834154 |
|
|
as.factor(series)Sword & Wizards -Haken no Koutei to Shichisei no Himekishi- |
9.632409 |
28.6552 |
0.336149 |
0.737524 |
|
|
as.factor(series)T2 Art Girls |
37.05992 |
27.72555 |
1.33667 |
0.184627 |
|
|
as.factor(series)Tales of |
-24.5376 |
28.05101 |
-0.87475 |
0.383988 |
|
|
as.factor(series)The 7 Deadly Sins |
1.698565 |
25.67499 |
0.066156 |
0.947397 |
|
|
as.factor(series)THE IDOLM@STER |
-0.26596 |
19.09064 |
-0.01393 |
0.988915 |
|
|
as.factor(series)Toaru Kagaku no Railgun |
-35.6922 |
39.43929 |
-0.90499 |
0.367834 |
|
|
as.factor(series)ToHeart2 |
-35.0264 |
32.62128 |
-1.07373 |
0.285753 |
|
|
as.factor(series)To Love-Ru |
-15.2544 |
33.10987 |
-0.46072 |
0.646087 |
|
|
as.factor(series)Triggerheart Exelica |
38.89976 |
28.68292 |
1.3562 |
0.178355 |
|
|
as.factor(series)Unity Marriage -Futari no Hanayome- |
-12.0513 |
29.47809 |
-0.40882 |
0.68362 |
|
|
as.factor(series)Vividred Operation |
7.944472 |
28.47255 |
0.279022 |
0.780854 |
|
|
as.factor(series)Welcome to Pia Carrot |
8.967969 |
29.30538 |
0.306018 |
0.760282 |
|
|
as.factor(series)With you -Mitsumete Itai- |
21.35334 |
29.82243 |
0.716016 |
0.475795 |
|
|
as.factor(series)World Conquest Zvezda Plot |
8.782132 |
30.11366 |
0.291633 |
0.771224 |
|
|
as.factor(series)Xenoblade |
-42.9148 |
30.57756 |
-1.40347 |
0.163842 |
|
|
as.factor(series)Yakitate!! Japan |
9.846422 |
34.09843 |
0.288765 |
0.773411 |
|
|
as.factor(series)YuruYuri |
-0.90072 |
28.64008 |
-0.03145 |
0.974979 |
|
|
as.factor(series)Zanma Taisei Demonbane |
31.97951 |
30.36816 |
1.05306 |
0.295071 |
|
|
as.factor(series)Zegapain |
28.22263 |
29.6369 |
0.95228 |
0.34345 |
|
|
as.factor(series)ZOIDS |
0.076011 |
27.15404 |
0.002799 |
0.997773 |
|
|
as.factor(series)Zoku Satsuriku no Jango|Satsuriku no Jango (TRE DONNE CRUDELI) |
-48.2445 |
26.49925 |
-1.8206 |
0.071919 |
|
|
log(m_passed) |
6.175843 |
3.340727 |
1.848652 |
0.06772 |
|
|
boxconC |
10.71306 |
8.848518 |
1.210718 |
0.229105 |
|
|
itemconB |
1.702159 |
5.006045 |
0.340021 |
0.734616 |
|
|
itemconC |
17.5175 |
10.90468 |
1.60642 |
0.111609 |
|
|
Limited |
-0.43533 |
12.45943 |
-0.03494 |
0.972203 |
|
|
Exclusive |
-5.35685 |
6.429229 |
-0.8332 |
0.406888 |
|
|
amiamibonus |
-3.68716 |
7.138065 |
-0.51655 |
0.606711 |
---
Signif. codes: 0 `***' 0.001 `**' 0.01 `*' 0.05 `.' 0.1 ` ' 1
Residual standard error: 19.3 on 92 degrees of freedom
Multiple R-squared: 0.7925,Adjusted R-squared: 0.3346
F-statistic: 1.731 on 203 and 92 DF, p-value: 0.001631
Фрагмент первой кросс таблицы (для наглядности данные отсортированы по бренду Alter)
Фрагмент второй кросс таблицы
Полный вариант результатов обновленной первой модели линейной регрессии
Signif. codes: 0 `***' 0.001 `**' 0.01 `*' 0.05 `.' 0.1 ` ' 1
Residual standard error: 19.36 on 89 degrees of freedom
Multiple R-squared: 0.7545,Adjusted R-squared: 0.3324
F-statistic: 1.787 on 153 and 89 DF, p-value: 0.001525
|
Estimate |
Std. Error |
t value |
Pr(>|t|) |
||
|
(Intercept) |
24.48453 |
119.1127 |
0.205558 |
0.837606 |
|
|
Scale1/12 |
35.41963 |
30.10412 |
1.176571 |
0.242504 |
|
|
Scale1/2,5 |
38.85828 |
49.47133 |
0.785471 |
0.434264 |
|
|
Scale1/4 |
68.09596 |
48.21364 |
1.41238 |
0.161325 |
|
|
Scale1/4,5 |
32.23871 |
34.75063 |
0.927716 |
0.356064 |
|
|
Scale1/5 |
-20.7432 |
31.34593 |
-0.66175 |
0.50984 |
|
|
Scale1/6 |
11.05917 |
22.31225 |
0.495654 |
0.62136 |
|
|
Scale1/7 |
15.9516 |
12.62353 |
1.26364 |
0.209659 |
|
|
Scale1/8 |
-0.65904 |
10.66913 |
-0.06177 |
0.950884 |
|
|
ScaleNon-scale |
50.52429 |
43.37658 |
1.164783 |
0.24722 |
|
|
log(Sell_price) |
-7.97714 |
12.22001 |
-0.65279 |
0.515572 |
|
|
as.factor(brand)Alphamax |
80.66941 |
33.86736 |
2.381922 |
0.019352 |
|
|
as.factor(brand)Alter |
63.10629 |
31.94295 |
1.975593 |
0.051299 |
|
|
as.factor(brand)AMAKUNI |
23.75671 |
37.53609 |
0.632903 |
0.52842 |
|
|
as.factor(brand)Amie-Grand |
27.93366 |
31.78899 |
0.878721 |
0.381919 |
|
|
as.factor(brand)Aniplex |
70.76744 |
35.14468 |
2.013603 |
0.047072 |
|
|
as.factor(brand)Aoshima|FunnyKnights |
66.1118 |
36.74137 |
1.799383 |
0.075347 |
|
|
as.factor(brand)Aquamarine |
75.44205 |
38.15312 |
1.97735 |
0.051097 |
|
|
as.factor(brand)Arugo-sha|Fullcock |
42.38288 |
30.76302 |
1.377721 |
0.171744 |
|
|
as.factor(brand)Aspire |
80.94482 |
43.59117 |
1.856909 |
0.066632 |
|
|
as.factor(brand)Beat |
32.77251 |
43.02808 |
0.761654 |
0.44828 |
|
|
as.factor(brand)Bellfine |
57.33869 |
31.75992 |
1.805379 |
0.074397 |
|
|
as.factor(brand)Broccoli |
72.40192 |
32.28041 |
2.242906 |
0.027386 |
|
|
as.factor(brand)cLayz |
33.5937 |
36.32476 |
0.924815 |
0.357563 |
|
|
as.factor(brand)COSPA|Resinya! |
61.55283 |
44.82598 |
1.373151 |
0.173155 |
|
|
as.factor(brand)Daiki Kogyo |
60.07606 |
36.46325 |
1.647578 |
0.102966 |
|
|
as.factor(brand)Di molto bene |
64.93528 |
34.44813 |
1.885016 |
0.062691 |
|
|
as.factor(brand)e Jeuness |
47.02312 |
29.98107 |
1.568427 |
0.12033 |
|
|
as.factor(brand)Enterbrain|Wafudo Ganguten |
58.66006 |
36.75136 |
1.596133 |
0.114004 |
|
|
as.factor(brand)FOTS JAPAN |
68.33962 |
44.35428 |
1.540767 |
0.126922 |
|
|
as.factor(brand)FREEing |
31.27425 |
47.746 |
0.655013 |
0.514149 |
|
|
as.factor(brand)Gift |
80.84454 |
31.43078 |
2.572145 |
0.011764 |
|
|
as.factor(brand)Good Smile Company |
72.92718 |
31.09059 |
2.345635 |
0.021217 |
|
|
as.factor(brand)Griffon Enterprises |
38.8344 |
31.13424 |
1.247321 |
0.215552 |
|
|
as.factor(brand)HobbyJAPAN |
62.33215 |
32.88032 |
1.895728 |
0.061241 |
|
|
as.factor(brand)KADOKAWA |
86.72277 |
33.30263 |
2.604082 |
0.010794 |
|
|
as.factor(brand)Kotobukiya |
61.67459 |
30.50176 |
2.022001 |
0.046179 |
|
|
as.factor(brand)Mabell|Kaitendo |
65.405 |
53.10572 |
1.2316 |
0.221343 |
|
|
as.factor(brand)Max Factory |
64.55055 |
29.1531 |
2.214191 |
0.029371 |
|
|
as.factor(brand)MegaHouse |
84.62196 |
31.53326 |
2.683578 |
0.008685 |
|
|
as.factor(brand)Milestone |
68.5419 |
34.61461 |
1.980144 |
0.050776 |
|
|
as.factor(brand)Mouse Unit |
37.98072 |
36.03271 |
1.054062 |
0.294708 |
|
|
as.factor(brand)Movic |
44.17555 |
31.77783 |
1.390137 |
0.167954 |
|
|
as.factor(brand)Native |
63.06482 |
44.27208 |
1.424483 |
0.157804 |
|
|
as.factor(brand)New Vision Toys |
49.17321 |
30.91776 |
1.590452 |
0.115279 |
|
|
as.factor(brand)Orca Toys |
107.2184 |
39.69685 |
2.70093 |
0.008278 |
|
|
as.factor(brand)OrchidSeed |
54.8593 |
34.79494 |
1.576646 |
0.118425 |
|
|
as.factor(brand)Penguin Parade |
60.27806 |
38.09306 |
1.58239 |
0.117108 |
|
|
as.factor(brand)Phat Company |
74.44993 |
31.81117 |
2.340371 |
0.0215 |
|
|
as.factor(brand)PM Office A|Plum |
44.67005 |
32.69333 |
1.366335 |
0.175276 |
|
|
as.factor(brand)PULCHRA |
79.58668 |
32.78668 |
2.427409 |
0.017221 |
|
|
as.factor(brand)Q-six |
64.5619 |
31.74274 |
2.03391 |
0.044938 |
|
|
as.factor(brand)ques Q |
56.42473 |
32.69569 |
1.725754 |
0.087862 |
|
|
as.factor(brand)SkyTube |
30.01729 |
33.11781 |
0.906379 |
0.367183 |
|
|
as.factor(brand)Stronger |
76.78735 |
42.07476 |
1.825022 |
0.071352 |
|
|
as.factor(brand)Toranoana |
63.77231 |
46.65365 |
1.366931 |
0.17509 |
|
|
as.factor(brand)Vertex |
53.17964 |
29.60313 |
1.79642 |
0.075821 |
|
|
as.factor(brand)Volks |
100.9191 |
39.85592 |
2.532098 |
0.013092 |
|
|
as.factor(brand)WAVE |
55.98264 |
32.43635 |
1.725923 |
0.087831 |
|
|
as.factor(brand)WING |
57.07396 |
30.83695 |
1.850831 |
0.067511 |
|
|
as.factor(series)Anne Happy (Unhappy Go Lucky) |
-1.94451 |
32.56919 |
-0.0597 |
0.952525 |
|
|
as.factor(series)AnoHana (Ano Hi Mita Hana no Namae o Boku-tachi wa Mada Shiranai) |
-4.33072 |
29.76451 |
-0.1455 |
0.884646 |
|
|
as.factor(series)Ano Natsu de Matteru (Waiting in the Summer) |
-25.9398 |
27.58903 |
-0.94022 |
0.349649 |
|
|
as.factor(series)Arpeggio of Blue Steel Series |
-25.265 |
31.07031 |
-0.81316 |
0.418299 |
|
|
as.factor(series)Baka to Test to Shokanjuu |
-45.4111 |
29.3269 |
-1.54844 |
0.125064 |
|
|
as.factor(series)Bastard!! |
38.77096 |
45.85363 |
0.845537 |
0.400078 |
|
|
as.factor(series)BlazBlue |
18.35525 |
21.06378 |
0.871413 |
0.385873 |
|
|
as.factor(series)Bodacious Space Pirates |
7.790627 |
24.13957 |
0.322733 |
0.747655 |
|
|
as.factor(series)Cardcaptor Sakura |
-34.1292 |
23.44024 |
-1.45601 |
0.148908 |
|
|
as.factor(series)Chu x Chu Idol|"Chu x Chu!" Series |
-58.9444 |
44.59597 |
-1.32174 |
0.189641 |
|
|
as.factor(series)COMIC |
-32.1297 |
36.84582 |
-0.872 |
0.385553 |
|
|
as.factor(series)Comic Aun |
-2.71749 |
33.76903 |
-0.08047 |
0.936042 |
|
|
as.factor(series)Da Capo |
15.31973 |
22.06228 |
0.694386 |
0.489249 |
|
|
as.factor(series)Dai Teikoku |
14.76429 |
52.66159 |
0.280362 |
0.779851 |
|
|
as.factor(series)Dead or Alive |
-49.5746 |
33.50267 |
-1.47972 |
0.142478 |
|
|
as.factor(series)Devil Survivor |
-4.41549 |
28.85998 |
-0.153 |
0.878747 |
|
|
as.factor(series)Fullmetal Daemon Muramasa |
-47.5158 |
26.42452 |
-1.79817 |
0.07554 |
|
|
as.factor(series)Girls und Panzer |
0.780746 |
21.22577 |
0.036783 |
0.97074 |
|
|
as.factor(series)GOD EATER |
-24.7794 |
25.9876 |
-0.95351 |
0.342915 |
|
|
as.factor(series)GRANBLUE FANTASY |
2.561727 |
28.60374 |
0.089559 |
0.928839 |
|
|
as.factor(series)Gundam |
-35.7078 |
23.65841 |
-1.50931 |
0.134762 |
|
|
as.factor(series)Gun x Sword |
-19.1122 |
26.73336 |
-0.71492 |
0.47653 |
|
|
as.factor(series)Hanasaku Iroha |
7.239724 |
28.9994 |
0.249651 |
0.803433 |
|
|
as.factor(series)Hidamari Sketch |
20.7962 |
28.67656 |
0.725199 |
0.470233 |
|
|
as.factor(series)Horizon in the Middle of Nowhere |
32.39892 |
24.18616 |
1.339565 |
0.183798 |
|
|
as.factor(series)Hyakka Ryoran Series |
11.19561 |
23.33273 |
0.479824 |
0.632529 |
|
|
as.factor(series)Hyperdimension Neptunia |
14.26004 |
33.72995 |
0.422771 |
0.673482 |
|
|
as.factor(series)Infinite Stratos (IS) |
24.20985 |
30.06606 |
0.805222 |
0.422838 |
|
|
as.factor(series)Is the order a rabbit? |
-38.6946 |
30.30337 |
-1.27691 |
0.204957 |
|
|
as.factor(series)Jingai Makyo |
11.25463 |
26.41315 |
0.4261 |
0.671064 |
|
|
as.factor(series)Kantai Collection -Kan Colle- |
-7.51881 |
19.52529 |
-0.38508 |
0.701096 |
|
|
as.factor(series)Kara no Kyokai |
-35.9212 |
27.60265 |
-1.30137 |
0.196492 |
|
|
as.factor(series)Kono Naka ni Hitori, Imouto ga Iru! |
-5.23564 |
25.57036 |
-0.20475 |
0.838232 |
|
|
as.factor(series)Linebarrels of Iron |
18.33308 |
27.83116 |
0.658725 |
0.511773 |
|
|
as.factor(series)Little Busters! |
13.27537 |
24.67638 |
0.537979 |
0.591934 |
|
|
as.factor(series)Love Live! |
-9.02228 |
22.17679 |
-0.40683 |
0.685106 |
|
|
as.factor(series)Lucky Star |
-33.9951 |
37.89151 |
-0.89717 |
0.37205 |
|
|
as.factor(series)Macross Frontier |
-18.6375 |
23.32189 |
-0.79914 |
0.426336 |
|
|
as.factor(series)Madan no Ou to Vanadis (Lord Marksman and Vanadis) |
-62.6027 |
31.07335 |
-2.01468 |
0.046957 |
|
|
as.factor(series)Monogatari |
-24.9772 |
22.30145 |
-1.11998 |
0.265736 |
|
|
as.factor(series)Muv-Luv |
-16.3094 |
23.01665 |
-0.70859 |
0.480429 |
|
|
as.factor(series)My-HiME |
7.180258 |
28.48603 |
0.252062 |
0.801574 |
|
|
as.factor(series)Oh My Goddess! (Ah! My Goddess!) |
-49.4894 |
28.55936 |
-1.73286 |
0.086584 |
|
|
as.factor(series)Onegai Teacher (Please Teacher!) |
-1.1113 |
34.83131 |
-0.03191 |
0.974619 |
|
|
as.factor(series)Oreimo |
-34.3814 |
28.18854 |
-1.21969 |
0.225804 |
|
|
as.factor(series)Original Character: Coffee Kizoku|Original Character |
22.85725 |
27.87655 |
0.819946 |
0.414438 |
|
|
as.factor(series)Persona |
-20.6646 |
34.07555 |
-0.60644 |
0.545769 |
|
|
as.factor(series)PreCure |
-1.1537 |
26.52113 |
-0.0435 |
0.965399 |
|
|
as.factor(series)Prison School |
-24.8393 |
31.03807 |
-0.80028 |
0.425677 |
|
|
as.factor(series)Puella Magi Madoka Magica |
20.39521 |
29.11302 |
0.700553 |
0.48541 |
|
|
as.factor(series)Queen's Blade |
15.66408 |
23.82541 |
0.657453 |
0.512587 |
|
|
as.factor(series)Quiz Magic Academy |
-8.98848 |
31.93581 |
-0.28145 |
0.779015 |
|
|
as.factor(series)Rage of Bahamut |
-22.6048 |
23.12735 |
-0.97741 |
0.331018 |
|
|
as.factor(series)Rance |
-3.30914 |
23.15718 |
-0.1429 |
0.886693 |
|
|
as.factor(series)RO-KYU-BU! |
-10.5094 |
23.71299 |
-0.44319 |
0.658702 |
|
|
as.factor(series)Rozen Maiden |
-24.187 |
28.09489 |
-0.8609 |
0.391605 |
|
|
as.factor(series)Saekano: How to Raise a Boring Girlfriend |
-48.9842 |
23.83351 |
-2.05527 |
0.042784 |
|
|
as.factor(series)Saki Zenkoku Hen|"Saki" Series |
-5.64266 |
24.38116 |
-0.23144 |
0.817508 |
|
|
as.factor(series)Sasami-san@Ganbaranai |
-19.9955 |
25.92929 |
-0.77115 |
0.442658 |
|
|
as.factor(series)Senko no Ronde |
22.88307 |
34.24093 |
0.668296 |
0.505674 |
|
|
as.factor(series)Shining |
-16.3471 |
19.93696 |
-0.81994 |
0.414442 |
|
|
as.factor(series)Shinkyoku Soukai Polyphonica |
8.029903 |
33.40996 |
0.240345 |
0.810616 |
|
|
as.factor(series)Sonic Soldier Borgman |
-8.18397 |
30.17796 |
-0.27119 |
0.786873 |
|
|
as.factor(series)Star Blazers |
-14.3531 |
23.40753 |
-0.61318 |
0.54132 |
|
|
as.factor(series)Steins;Gate |
-37.5525 |
28.5593 |
-1.3149 |
0.191923 |
|
|
as.factor(series)Strike Witches |
-1.5279 |
23.83622 |
-0.0641 |
0.949034 |
|
|
as.factor(series)Summon Knight |
15.12927 |
24.63182 |
0.614217 |
0.540639 |
|
|
as.factor(series)Super Sonico |
-17.7081 |
22.72763 |
-0.77914 |
0.437961 |
|
|
as.factor(series)Sword Oratoria Is It Wrong to Try to Pick Up Girls in a Dungeon? |
-5.68382 |
28.40878 |
-0.20007 |
0.84188 |
|
|
as.factor(series)Sword & Wizards -Haken no Koutei to Shichisei no Himekishi- |
10.26445 |
28.75673 |
0.356941 |
0.721981 |
|
|
as.factor(series)T2 Art Girls |
37.31927 |
27.81596 |
1.34165 |
0.183123 |
|
|
as.factor(series)Tales of |
-24.0063 |
28.14928 |
-0.85282 |
0.396048 |
|
|
as.factor(series)The 7 Deadly Sins |
1.604454 |
25.75799 |
0.06229 |
0.950472 |
|
|
as.factor(series)THE IDOLM@STER |
-0.3527 |
19.15271 |
-0.01842 |
0.985349 |
|
|
as.factor(series)Toaru Kagaku no Railgun |
-33.9507 |
39.60506 |
-0.85723 |
0.393619 |
|
|
as.factor(series)ToHeart2 |
-35.1717 |
32.72965 |
-1.07461 |
0.285453 |
|
|
as.factor(series)To Love-Ru |
-15.6247 |
33.23442 |
-0.47013 |
0.639409 |
|
|
as.factor(series)Triggerheart Exelica |
39.1786 |
28.77813 |
1.361402 |
0.176823 |
|
|
as.factor(series)Vividred Operation |
6.753922 |
28.57573 |
0.236352 |
0.813703 |
|
|
as.factor(series)Welcome to Pia Carrot |
9.140198 |
29.40313 |
0.310858 |
0.756635 |
|
|
as.factor(series)World Conquest Zvezda Plot |
8.958084 |
30.21275 |
0.2965 |
0.767539 |
|
|
as.factor(series)Xenoblade |
-43.2197 |
30.68181 |
-1.40864 |
0.162425 |
|
|
as.factor(series)Yakitate!! Japan |
10.23736 |
34.21205 |
0.299233 |
0.76546 |
|
|
as.factor(series)YuruYuri |
-1.1403 |
28.73604 |
-0.03968 |
0.968436 |
|
|
as.factor(series)Zanma Taisei Demonbane |
31.24279 |
30.48995 |
1.024691 |
0.308286 |
|
|
as.factor(series)ZOIDS |
-0.63193 |
27.2918 |
-0.02315 |
0.981579 |
|
|
as.factor(series)Zoku Satsuriku no Jango|Satsuriku no Jango (TRE DONNE CRUDELI) |
-48.9096 |
26.5908 |
-1.83934 |
0.069199 |
|
|
log(m_passed) |
6.100392 |
3.354389 |
1.81863 |
0.072331 |
|
|
boxconC |
10.46048 |
8.892192 |
1.176367 |
0.242585 |
|
|
itemconB |
2.162248 |
5.253174 |
0.411608 |
0.681616 |
|
|
itemconC |
17.22704 |
10.96449 |
1.571166 |
0.119693 |
|
|
Limited |
-0.00768 |
12.50244 |
-0.00061 |
0.999511 |
|
|
Exclusive |
-4.846 |
6.506067 |
-0.74484 |
0.458329 |
|
|
amiamibonus |
-3.06145 |
7.427726 |
-0.41217 |
0.681209 |
Signif. codes: 0 `***' 0.001 `**' 0.01 `*' 0.05 `.' 0.1 ` ' 1
Residual standard error: 19.36 on 89 degrees of freedom
(3700 observations deleted due to missingness)
Multiple R-squared: 0.7545,Adjusted R-squared: 0.3324
F-statistic: 1.787 on 153 and 89 DF, p-value: 0.001525
Полный вариант результатов модели линейной регрессии по логарифму итоговой цены
Call:
lm(formula=log(Price)~Scale+as.factor(brand)+as.factor(series)+log(m_passed) + boxcon + itemcon + Limited + Exclusive + amiamibonus, data = newdata)
Residuals: Min -0.95178 1Q -0.03933 Median 0.00000 3Q 0.03834 Max 0.44362
|
Estimate |
Std. Error |
t value |
Pr(>|t|) |
||
|
(Intercept) |
10.42958 |
0.316068 |
32.99787 |
4.63E-52 |
|
|
Scale1/12 |
-1.21087 |
0.309049 |
-3.91807 |
0.000174 |
|
|
Scale1/2,5 |
1.628929 |
0.458258 |
3.554606 |
0.000606 |
|
|
Scale1/4 |
0.759967 |
0.509537 |
1.491485 |
0.139331 |
|
|
Scale1/4,5 |
0.246751 |
0.358704 |
0.687897 |
0.493287 |
|
|
Scale1/5 |
0.21495 |
0.33159 |
0.648242 |
0.518479 |
|
|
Scale1/6 |
0.405531 |
0.226257 |
1.792345 |
0.076438 |
|
|
Scale1/7 |
0.2532 |
0.119786 |
2.113772 |
0.037301 |
|
|
Scale1/8 |
0.185623 |
0.100752 |
1.842371 |
0.068714 |
|
|
ScaleNon-scale |
-0.12351 |
0.478974 |
-0.25787 |
0.797094 |
|
|
as.factor(brand)Alphamax |
-0.09398 |
0.377765 |
-0.24879 |
0.804089 |
|
|
as.factor(brand)Alter |
-0.17261 |
0.35261 |
-0.48951 |
0.625674 |
|
|
as.factor(brand)AMAKUNI |
-0.94625 |
0.401474 |
-2.35693 |
0.020595 |
|
|
as.factor(brand)Amie-Grand |
-0.26782 |
0.345662 |
-0.7748 |
0.440491 |
|
|
as.factor(brand)Aniplex |
0.058916 |
0.385333 |
0.152897 |
0.878821 |
|
|
as.factor(brand)Aoshima|FunnyKnights |
-0.2622 |
0.404367 |
-0.64843 |
0.51836 |
|
|
as.factor(brand)Aquamarine |
-0.03015 |
0.426189 |
-0.07074 |
0.943758 |
|
|
as.factor(brand)Arugo-sha|Fullcock |
-0.59641 |
0.337303 |
-1.76819 |
0.080419 |
|
|
as.factor(brand)Aspire |
-0.32658 |
0.483028 |
-0.67611 |
0.500705 |
|
|
as.factor(brand)Beat |
0.762188 |
0.46387 |
1.643107 |
0.10385 |
|
|
as.factor(brand)Bellfine |
-0.21882 |
0.3495 |
-0.6261 |
0.532833 |
|
|
as.factor(brand)Broccoli |
-0.43455 |
0.359495 |
-1.20878 |
0.229915 |
|
|
as.factor(brand)cLayz |
-0.78054 |
0.394628 |
-1.97792 |
0.050996 |
|
|
as.factor(brand)COSPA|Resinya! |
-0.2811 |
0.491585 |
-0.57182 |
0.568871 |
|
|
as.factor(brand)Daiki Kogyo |
-0.46532 |
0.401734 |
-1.15827 |
0.249818 |
|
|
as.factor(brand)Di molto bene |
-0.42068 |
0.381651 |
-1.10228 |
0.27328 |
|
|
as.factor(brand)e Jeuness |
-0.23967 |
0.331031 |
-0.72402 |
0.47093 |
|
|
as.factor(brand)Enterbrain|Wafudo Ganguten |
-0.75923 |
0.400581 |
-1.89532 |
0.061259 |
|
|
as.factor(brand)FOTS JAPAN |
-0.3665 |
0.490498 |
-0.7472 |
0.456893 |
|
|
as.factor(brand)FREEing |
-0.26136 |
0.521925 |
-0.50076 |
0.617763 |
|
|
as.factor(brand)Gift |
-0.44201 |
0.353905 |
-1.24894 |
0.214925 |
|
|
as.factor(brand)Good Smile Company |
-0.29016 |
0.34666 |
-0.83701 |
0.404805 |
|
|
as.factor(brand)Griffon Enterprises |
-0.80565 |
0.339634 |
-2.37212 |
0.019817 |
|
|
as.factor(brand)HobbyJAPAN |
-0.70302 |
0.360996 |
-1.94744 |
0.054599 |
|
|
as.factor(brand)KADOKAWA |
-0.37039 |
0.372006 |
-0.99566 |
0.322084 |
|
|
as.factor(brand)Kotobukiya |
-0.57115 |
0.337898 |
-1.69029 |
0.094433 |
|
|
as.factor(brand)Mabell|Kaitendo |
-0.84169 |
0.581977 |
-1.44625 |
0.15158 |
|
|
as.factor(brand)Max Factory |
-0.27435 |
0.325288 |
-0.84341 |
0.401237 |
|
|
as.factor(brand)MegaHouse |
-0.7448 |
0.35356 |
-2.10656 |
0.037939 |
|
|
as.factor(brand)Milestone |
-0.72054 |
0.382027 |
-1.8861 |
0.062506 |
|
|
as.factor(brand)Mouse Unit |
-0.34423 |
0.394715 |
-0.87211 |
0.385469 |
|
|
as.factor(brand)Movic |
-0.74474 |
0.345924 |
-2.15289 |
0.034002 |
|
|
as.factor(brand)Native |
-0.65556 |
0.484932 |
-1.35185 |
0.17981 |
|
|
as.factor(brand)New Vision Toys |
-0.47433 |
0.339845 |
-1.39571 |
0.166235 |
|
|
as.factor(brand)Orca Toys |
-0.47205 |
0.441614 |
-1.06891 |
0.287969 |
|
|
as.factor(brand)OrchidSeed |
-0.00385 |
0.383057 |
-0.01006 |
0.991995 |
|
|
as.factor(brand)Penguin Parade |
-0.39927 |
0.420779 |
-0.94888 |
0.345223 |
|
|
as.factor(brand)Phat Company |
-0.43559 |
0.354333 |
-1.22931 |
0.222158 |
|
|
as.factor(brand)PM Office A|Plum |
-0.41394 |
0.358567 |
-1.15444 |
0.251376 |
|
|
as.factor(brand)PULCHRA |
-0.25286 |
0.367534 |
-0.688 |
0.493222 |
|
|
as.factor(brand)Q-six |
-0.89453 |
0.347941 |
-2.57094 |
0.011783 |
|
|
as.factor(brand)ques Q |
-0.96987 |
0.357323 |
-2.71427 |
0.007961 |
|
|
as.factor(brand)SkyTube |
-0.52201 |
0.361567 |
-1.44374 |
0.152285 |
|
|
as.factor(brand)Stronger |
-0.25405 |
0.465754 |
-0.54547 |
0.586781 |
|
|
as.factor(brand)Toranoana |
0.062611 |
0.506559 |
0.1236 |
0.901908 |
|
|
as.factor(brand)Vertex |
-0.48168 |
0.326766 |
-1.47408 |
0.143948 |
|
|
as.factor(brand)Volks |
-0.70208 |
0.44694 |
-1.57085 |
0.119727 |
|
|
as.factor(brand)WAVE |
-0.52877 |
0.356379 |
-1.48374 |
0.141371 |
|
|
as.factor(brand)WING |
-0.53434 |
0.340946 |
-1.56722 |
0.120572 |
|
|
as.factor(series)Anne Happy (Unhappy Go Lucky) |
-0.31735 |
0.357179 |
-0.88849 |
0.376644 |
|
|
as.factor(series)AnoHana (Ano Hi Mita Hana no Namae o Boku-tachi wa Mada Shiranai) |
-0.36453 |
0.325077 |
-1.12136 |
0.26512 |
|
|
as.factor(series)Ano Natsu de Matteru (Waiting in the Summer) |
-0.66756 |
0.292939 |
-2.27885 |
0.025042 |
|
|
as.factor(series)Arpeggio of Blue Steel Series |
-0.45336 |
0.337504 |
-1.34327 |
0.182562 |
|
|
as.factor(series)Baka to Test to Shokanjuu |
-0.84166 |
0.317702 |
-2.64922 |
0.009529 |
|
|
as.factor(series)Bastard!! |
-0.13949 |
0.505189 |
-0.27612 |
0.78309 |
|
|
as.factor(series)BlazBlue |
-0.1214 |
0.231505 |
-0.52437 |
0.601307 |
|
|
as.factor(series)Bodacious Space Pirates |
0.228162 |
0.264785 |
0.861689 |
0.391149 |
|
|
as.factor(series)Cardcaptor Sakura |
-0.17187 |
0.260078 |
-0.66082 |
0.510415 |
|
|
as.factor(series)Chu x Chu Idol|"Chu x Chu!" Series |
-0.11619 |
0.493248 |
-0.23556 |
0.814307 |
|
|
as.factor(series)COMIC |
-0.63767 |
0.398067 |
-1.60191 |
0.112681 |
|
|
as.factor(series)Comic Aun |
-0.17799 |
0.370325 |
-0.48063 |
0.631945 |
|
|
as.factor(series)Da Capo |
-0.75315 |
0.229496 |
-3.28178 |
0.001469 |
|
|
as.factor(series)Dai Teikoku |
0.645864 |
0.574963 |
1.123315 |
0.264291 |
|
|
as.factor(series)Dead or Alive |
-0.36931 |
0.369218 |
-1.00024 |
0.319877 |
|
|
as.factor(series)Devil Survivor |
0.097062 |
0.316316 |
0.30685 |
0.759666 |
|
|
as.factor(series)Fullmetal Daemon Muramasa |
0.08182 |
0.291472 |
0.280711 |
0.779576 |
|
|
as.factor(series)Girls und Panzer |
-0.30737 |
0.232481 |
-1.32215 |
0.18947 |
|
|
as.factor(series)GOD EATER |
-0.28964 |
0.284144 |
-1.01934 |
0.310774 |
|
|
as.factor(series)GRANBLUE FANTASY |
-0.29584 |
0.313887 |
-0.9425 |
0.348461 |
|
|
as.factor(series)Gundam |
-0.28389 |
0.260691 |
-1.08899 |
0.279066 |
|
|
as.factor(series)Gun x Sword |
-0.39047 |
0.289682 |
-1.34792 |
0.181067 |
|
|
as.factor(series)Hanasaku Iroha |
-0.4759 |
0.313928 |
-1.51594 |
0.13304 |
|
|
as.factor(series)Hidamari Sketch |
-0.62682 |
0.310964 |
-2.01574 |
0.04681 |
|
|
as.factor(series)Horizon in the Middle of Nowhere |
-0.15342 |
0.268014 |
-0.57245 |
0.568445 |
|
|
as.factor(series)Hyakka Ryoran Series |
0.173062 |
0.255745 |
0.676698 |
0.500333 |
|
|
as.factor(series)Hyperdimension Neptunia |
0.416567 |
0.366123 |
1.137778 |
0.258233 |
|
|
as.factor(series)Infinite Stratos (IS) |
-0.327 |
0.331144 |
-0.98749 |
0.32605 |
|
|
as.factor(series)Is the order a rabbit? |
-0.17859 |
0.334698 |
-0.53357 |
0.594953 |
|
|
as.factor(series)Jingai Makyo |
0.01362 |
0.287716 |
0.047339 |
0.962348 |
|
|
as.factor(series)Kantai Collection -Kan Colle- |
-0.02965 |
0.214354 |
-0.13831 |
0.890301 |
|
|
as.factor(series)Kara no Kyokai |
0.081635 |
0.305691 |
0.267051 |
0.790041 |
|
|
as.factor(series)Kono Naka ni Hitori, Imouto ga Iru! |
-0.48945 |
0.277 |
-1.76695 |
0.080626 |
|
|
as.factor(series)Linebarrels of Iron |
-0.2472 |
0.304043 |
-0.81303 |
0.418347 |
|
|
as.factor(series)Little Busters! |
-0.27909 |
0.269556 |
-1.03538 |
0.303264 |
|
|
as.factor(series)Love Live! |
-0.28032 |
0.241401 |
-1.16122 |
0.248622 |
|
|
as.factor(series)Lucky Star |
0.644105 |
0.410344 |
1.569672 |
0.120001 |
|
|
as.factor(series)Macross Frontier |
0.475143 |
0.254438 |
1.86742 |
0.065098 |
|
|
as.factor(series)Madan no Ou to Vanadis (Lord Marksman and Vanadis) |
-0.41074 |
0.347253 |
-1.18283 |
0.239992 |
|
|
as.factor(series)Monogatari |
-0.04735 |
0.246132 |
-0.19239 |
0.847869 |
|
|
as.factor(series)Muv-Luv |
-0.31237 |
0.251373 |
-1.24265 |
0.217226 |
|
|
as.factor(series)My-HiME |
-0.40951 |
0.311718 |
-1.31371 |
0.192281 |
|
|
as.factor(series)Oh My Goddess! (Ah! My Goddess!) |
-0.4762 |
0.312969 |
-1.52157 |
0.131624 |
|
|
as.factor(series)Onegai Teacher (Please Teacher!) |
-0.79765 |
0.370728 |
-2.15159 |
0.034108 |
|
|
as.factor(series)Oreimo |
0.040229 |
0.306551 |
0.131231 |
0.895885 |
|
|
as.factor(series)Original Character: Coffee Kizoku|Original Character |
-0.38701 |
0.302857 |
-1.27786 |
0.204584 |
|
|
as.factor(series)Persona |
-0.64015 |
0.366064 |
-1.74874 |
0.083746 |
|
|
as.factor(series)PreCure |
-0.08314 |
0.290373 |
-0.28631 |
0.775301 |
|
|
as.factor(series)Prison School |
-0.43078 |
0.338067 |
-1.27424 |
0.205857 |
|
|
as.factor(series)Puella Magi Madoka Magica |
-0.25632 |
0.318223 |
-0.80547 |
0.42267 |
|
|
as.factor(series)Queen's Blade |
-0.14672 |
0.260605 |
-0.56299 |
0.57484 |
|
|
as.factor(series)Quiz Magic Academy |
-0.57142 |
0.329688 |
-1.73321 |
0.086483 |
|
|
as.factor(series)Rage of Bahamut |
0.27078 |
0.253556 |
1.067929 |
0.288409 |
|
|
as.factor(series)Rance |
-0.1643 |
0.253934 |
-0.647 |
0.519279 |
|
|
as.factor(series)RO-KYU-BU! |
-0.23121 |
0.258624 |
-0.894 |
0.373708 |
|
|
as.factor(series)Rozen Maiden |
-0.39577 |
0.304653 |
-1.2991 |
0.197229 |
|
|
as.factor(series)Saekano: How to Raise a Boring Girlfriend |
-0.53227 |
0.258084 |
-2.06238 |
0.042054 |
|
|
as.factor(series)Saki Zenkoku Hen|"Saki" Series |
0.150303 |
0.266795 |
0.563364 |
0.574588 |
|
|
as.factor(series)Samurai Shodown |
-0.20065 |
0.311555 |
-0.64403 |
0.521197 |
|
|
as.factor(series)Sasami-san@Ganbaranai |
-0.11153 |
0.285329 |
-0.39086 |
0.696821 |
|
|
as.factor(series)Senko no Ronde |
-0.82745 |
0.37151 |
-2.22726 |
0.028424 |
|
|
as.factor(series)Shining |
-0.46226 |
0.2147 |
-2.15307 |
0.033988 |
|
|
as.factor(series)Shinkyoku Soukai Polyphonica |
-0.17748 |
0.364998 |
-0.48626 |
0.627967 |
|
|
as.factor(series)Sonic Soldier Borgman |
-0.12773 |
0.329984 |
-0.38707 |
0.699619 |
|
|
as.factor(series)Star Blazers |
0.073388 |
0.25736 |
0.285156 |
0.77618 |
|
|
as.factor(series)Steins;Gate |
-0.19106 |
0.316314 |
-0.60401 |
0.547355 |
|
|
as.factor(series)Strike Witches |
-0.07915 |
0.260655 |
-0.30366 |
0.762089 |
|
|
as.factor(series)Summon Knight |
-0.40346 |
0.267779 |
-1.50667 |
0.135396 |
|
|
as.factor(series)Super Sonico |
-0.31226 |
0.248265 |
-1.25777 |
0.211728 |
|
|
as.factor(series)Sword Oratoria Is It Wrong to Try to Pick Up Girls in a Dungeon? |
-0.20379 |
0.311866 |
-0.65345 |
0.515132 |
|
|
as.factor(series)Sword & Wizards -Haken no Koutei to Shichisei no Himekishi- |
0.365627 |
0.313192 |
1.167422 |
0.246124 |
|
|
as.factor(series)T2 Art Girls |
0.037802 |
0.306262 |
0.12343 |
0.902042 |
|
|
as.factor(series)Tales of |
0.074423 |
0.309959 |
0.240106 |
0.810794 |
|
|
as.factor(series)The 7 Deadly Sins |
-0.17332 |
0.281572 |
-0.61554 |
0.539749 |
|
|
as.factor(series)THE IDOLM@STER |
-0.41159 |
0.208157 |
-1.9773 |
0.051068 |
|
|
as.factor(series)Toaru Kagaku no Railgun |
0.285439 |
0.43181 |
0.661029 |
0.510283 |
|
|
as.factor(series)ToHeart2 |
0.156503 |
0.360636 |
0.433963 |
0.665354 |
|
|
as.factor(series)To Love-Ru |
-0.77454 |
0.356076 |
-2.1752 |
0.032236 |
|
|
as.factor(series)Triggerheart Exelica |
0.038962 |
0.315783 |
0.123381 |
0.90208 |
|
|
as.factor(series)Vividred Operation |
-0.53062 |
0.310466 |
-1.7091 |
0.090878 |
|
|
as.factor(series)Welcome to Pia Carrot |
-0.90706 |
0.305197 |
-2.97205 |
0.003794 |
|
|
as.factor(series)World Conquest Zvezda Plot |
-0.12347 |
0.331769 |
-0.37217 |
0.710641 |
|
|
as.factor(series)Xenoblade |
-0.22337 |
0.331733 |
-0.67334 |
0.502454 |
|
|
as.factor(series)Yakitate!! Japan |
-1.03774 |
0.352399 |
-2.94477 |
0.004113 |
|
|
as.factor(series)YuruYuri |
-0.37618 |
0.311204 |
-1.20878 |
0.229912 |
|
|
as.factor(series)Zanma Taisei Demonbane |
-1.28866 |
0.318674 |
-4.0438 |
0.000111 |
|
|
as.factor(series)ZOIDS |
-0.58713 |
0.293424 |
-2.00097 |
0.048409 |
|
|
as.factor(series)Zoku Satsuriku no Jango|Satsuriku no Jango (TRE DONNE CRUDELI) |
-0.34321 |
0.287278 |
-1.19471 |
0.23534 |
|
|
log(m_passed) |
-0.19082 |
0.032407 |
-5.88839 |
6.62E-08 |
|
|
boxconC |
-0.38943 |
0.091368 |
-4.2622 |
4.98E-05 |
|
|
itemconB |
0.068558 |
0.057373 |
1.194959 |
0.235243 |
|
|
itemconC |
-0.19628 |
0.121037 |
-1.62166 |
0.108375 |
|
|
Limited |
0.188023 |
0.136277 |
1.379707 |
0.171095 |
|
|
Exclusive |
0.124816 |
0.070398 |
1.772995 |
0.079613 |
|
|
amiamibonus |
0.115034 |
0.080784 |
1.423983 |
0.157909 |
Signif. codes: 0 `***' 0.001 `**' 0.01 `*' 0.05 `.' 0.1 ` ' 1
Residual standard error: 0.2126 on 90 degrees of freedom
Multiple R-squared: 0.9758,Adjusted R-squared: 0.9344
F-statistic: 23.58 on 154 and 90 DF, p-value: < 2.2e-16
Приложение Е
Частные примеры изменение цен на рынке фигурок
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