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Course Statistika Inferensial

Program Studi S1 Sains Data UNESA

 
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Course Description

In this course, statistical theory will be studied which underlies the concept of decision making through hypothesis testing so that students can master the concept of sampling distribution, parameter estimation which includes point estimates, intervals, methods for determining estimators and properties of estimators. Then we also learn about hypothesis testing methods in normal distribution sampling through the application of mean and variance testing, linear regression analysis, both simple and multiple, logistic regression, Poisson and negative binomial regression, models for classification, clustering and applications in non-parametric statistical methods. In this way, students will have the learning experience to think critically and be able to make the right decisions regarding the use of these concepts

Program Objectives (PO)

  • Mahasiswa memahami makna statistika inferensial
  • Mahasiswa memahami estimasi parameter
  • Mahasiswa memahami pengujian hipotesis statistik
  • Mahasiswa memahami konsep pemodelan

Aktifitas Pembelajaran

  • Pertemuan 1
    Perbedaan antara statitika deskriptif dan inferensial
    • Date  4 September 2024

  • Pertemuan 2
    Distribusi sampling
    • Date  11 September 2024

  • Pertemuan 3
    Teori tentang estimasi parameter
    • Date  18 September 2024

  • Pertemuan 4
    Teori tentang estimasi parameter
    • Date  25 September 2024

  • Pertemuan 5
    Pengujian hipotesis statistik
    • Date  2 Oktober 2024

  • Pertemuan 6
    Pengujian hipotesis statistik
    • Date  9 Oktober 2024

  • Pertemuan 7
    Pengujian hipotesis statistik
    • Date  16 Oktober 2024

  • Pertemuan 8
    Ujian Tengah Semester
    • Date  23 Oktober 2024

  • Pertemuan 9
    Pengujian hipotesis statistik
    • Date  30 Oktober 2024

  • Pertemuan 10
    Pengujian hipotesis statistik
    • Date  6 November 2024

  • Pertemuan 11
    Pemodelan regresi linier
    • Date  13 November 2024

  • Pertemuan 12
    Pemodelan regresi linier
    • Date  20 November 2024

  • Pertemuan 13
    Pemodelan regresi linier
    • Date  27 November 2024

  • Pertemuan 14
    Pemodelan generalized linear model
    • Date  4 Desember 2024

  • Pertemuan 15
    Prosedur statistika non-parametrik
    • Date  11 Desember 2024

  • Pertemuan 16
    Ujian Akhir Semester
    • Date  18 Desember 2024

Lecturer

DINDA GALUH GUMINTA
DINDA GALUH GUMINTA
  • 215,475 Reviews4.8 Rating

ULFA SITI NURAINI
ULFA SITI NURAINI
  • 215,475 Reviews4.8 Rating

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  • Program StudiS1 Sains Data
  • Semester3
  • Lectures2
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$75$10