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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  8 September 2026

  • Pertemuan 2
    Distribusi sampling
    • Date  15 September 2026

  • Pertemuan 3
    Teori tentang estimasi parameter satu sampel
    • Date  22 September 2026

  • Pertemuan 4
    Teori tentang estimasi parameter dua sampel
    • Date  29 September 2026

  • Pertemuan 5
    Pengujian hipotesis statistik
    • Date  6 Oktober 2026

  • Pertemuan 6
    Pengujian hipotesis statistik satu sampel
    • Date  13 Oktober 2026

  • Pertemuan 7
    Pengujian hipotesis statistik dua sampel
    • Date  20 Oktober 2026

  • Pertemuan 8
    Ujian Tengah Semester
    • Date  27 Oktober 2026

  • Pertemuan 9
    Pengujian dengan ANOVA
    • Date  3 November 2026

  • Pertemuan 10
    Pengujian distribusi normal
    • Date  10 November 2026

  • Pertemuan 11
    Pemodelan regresi linier
    • Date  17 November 2026

  • Pertemuan 12
    Pemodelan regresi linier berganda
    • Date  24 November 2026

  • Pertemuan 13
    Asumsi pada regresi linier
    • Date  1 Desember 2026

  • Pertemuan 14
    Pemodelan generalized linear model
    • Date  8 Desember 2026

  • Pertemuan 15
    Prosedur statistika non-parametrik
    • Date  15 Desember 2026

  • Pertemuan 16
    Ujian Akhir Semester
    • Date  22 Desember 2026

Lecturer

MOH. KHORIDATUL HUDA
MOH. KHORIDATUL HUDA
  • 215,475 Reviews4.8 Rating

NURUL LAILI
NURUL LAILI
  • 215,475 Reviews4.8 Rating

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