Descriptive Analytics

Nizamettin Bayyurt; Sefer Baday

doi:10.1007/978-3-030-93823-9_2

Descriptive Analytics

Nizamettin Bayyurt^*, Sefer Baday

^*Bu çalışma için yazışmadan sorumlu yazar

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Bölüm › bilirkişi

Özet

In this chapter, descriptive analytics and statistical analyses are introduced. Specifically, data exploration and visualization, probability distributions, statistical inference, and Bayesian statistics are explained. Along with theory, practical applications on a sample data set are provided. Applications are performed using the following Python libraries: Pandas, Seaborn, and Statmodels.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Springer Series in Advanced Manufacturing
Yayınlayan	Springer Nature
Sayfalar	21-48
Sayfa sayısı	28
DOI'lar	https://doi.org/10.1007/978-3-030-93823-9_2
Yayın durumu	Yayınlandı - 2022

Yayın serisi

Adı	Springer Series in Advanced Manufacturing
ISSN (Basılı)	1860-5168
ISSN (Elektronik)	2196-1735

Bibliyografik not

Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Belgeye Erişim

10.1007/978-3-030-93823-9_2

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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title = "Descriptive Analytics",

abstract = "In this chapter, descriptive analytics and statistical analyses are introduced. Specifically, data exploration and visualization, probability distributions, statistical inference, and Bayesian statistics are explained. Along with theory, practical applications on a sample data set are provided. Applications are performed using the following Python libraries: Pandas, Seaborn, and Statmodels.",

author = "Nizamettin Bayyurt and Sefer Baday",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.",

year = "2022",

doi = "10.1007/978-3-030-93823-9_2",

language = "English",

series = "Springer Series in Advanced Manufacturing",

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AU - Bayyurt, Nizamettin

AU - Baday, Sefer

PY - 2022

Y1 - 2022

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AB - In this chapter, descriptive analytics and statistical analyses are introduced. Specifically, data exploration and visualization, probability distributions, statistical inference, and Bayesian statistics are explained. Along with theory, practical applications on a sample data set are provided. Applications are performed using the following Python libraries: Pandas, Seaborn, and Statmodels.

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U2 - 10.1007/978-3-030-93823-9_2

DO - 10.1007/978-3-030-93823-9_2

M3 - Chapter

AN - SCOPUS:85151542894

T3 - Springer Series in Advanced Manufacturing

SP - 21

EP - 48

BT - Springer Series in Advanced Manufacturing

PB - Springer Nature

ER -

Descriptive Analytics

Özet

Yayın serisi

Bibliyografik not

Belgeye Erişim

Diğer Dosyalar ve Linkler

Parmak izi

Alıntı Yap