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Course Description
This course discusses descriptive statistics and inferential statistics. Descriptive statistics include data type, collection processes, and presentation; central tendency measurement; data dispersion; index number; as well as trend analysis. Inferential statistics include probability; sampling and sampling distribution; statistical estimation; hypothesis testing; parametric and non-parametric comparative statistics. By studying this course, students are able to make appropriate decisions in the context of problem solving in their field of expertise, based on the analysis results of information and data.
Program Objectives (PO)
- Mampu menerapkan prinsip tanggungjawab dalam pekerjaan
- Mampu menganalisis teori tentang statistika secara menyeluruh
- Mampu mengambil keputusan yang tepat berdasarkan analisis informasi dan data statistik
- Mampu merancang penelitian untuk memecahkan permasalahan dibidang ekonomi Islam
Aktifitas Pembelajaran
-
Pertemuan 1 Pengertian statistik -
Pertemuan 2 Menganalisis tabel distribusi frekuensi dan diagram
Introduction to Statistics -
Pertemuan 3 Menganalisis ukuran tendensi sentral data -
Pertemuan 4 Menganalisis ukuran dispersi data -
Pertemuan 5 Menganalisis berbagai jenis Angka Indeks -
Pertemuan 6 Menganalisis deret berkala dan peramalan (time series / trend) -
Pertemuan 7 Menganalisis Deret Berkala/Time Series -
Pertemuan 8 Probabilitas -
Pertemuan 9 Mengukur sampling dan distribusi sampling -
Pertemuan 10 Menganalisis estimate statistik
Materi Probabilitas -
Pertemuan 11 Menganalisis Uji Hipotesis
Materi Sampling dan Distribusi -
Pertemuan 12 Menganalisis Uji Hipotesis, Analisis Varians, Uji Chi Square dan statistik non parametrik lainnya
Materi Estimasi -
Pertemuan 13 Menganalisis Analisis Varians, Uji Chi Square dan statistik non parametrik lainnya
Materi Hipotesis (Uji T dan Uji Z)
Tabel T
Tabel Z -
Pertemuan 14 Menganalisis Analisis Varians, Uji Chi Square dan statistik non parametrik lainnya
Materi Analysis of Variance (ANOVA)
Tabel F (ANOVA) -
Pertemuan 15 Menganalisis Analisis Varians, Uji Chi Square dan statistik non parametrik lainnya
Materi Uji Non Parametrik (Chi Square, Mann Whitney Test & Kruskal Walis)
Tabel Chi Square
Tabel U (Mann Whitney) -
Pertemuan 16 Mengukur sampling dan distribusi sampling
Materi Uji Non Parametrik (Wilcoxon Test & Friedman Test)
Tabel Wilcoxon
References
- Lind, Douglas A. Marchal, William G. and Wathen, Samuel A. 2018. Teknik-Teknik Statistika dalam Bisnis dan Ekonomi (Ed15). Buku 1 dan 2. Penerbit Salemba Empat
- Lind, Douglas A. Marchal, William G. and Wathen, Samuel A. 2020. Statistical Techniques in Business and Economics: 18th edition. McGraw-Hill Education
- Indrarini, Rachma; Canggih, Clarashinta; Nurafini, Fira, Maryam. 2023. STATISTIK UNTUK EKONOMI ISLAM 1. Nizamia Learning Center.
- Suharyadi & Purwanto, SK. 2015. Statistika untuk Ekonomi & Keuangan Modern(ed 3) . Jilid 1
- Lind, Douglas A. Marchal, William G. and Wathen, Samuel A. 2022. BASIC STATISTICS FOR BUSINESS AND ECONOMICS: 10th edition. McGraw-Hill Education
- Suharyadi & Purwanto, SK. 2015. Statistika untuk Ekonomi & Keuangan Modern(ed 3). Buku 1 dan 2. Penerbit Salemba Empat
- Subagyo, Pangestu. 2012. Statistika Deskriptif. Yogyakarta:BPFE
- Sugiyono. 2016. Statistika untuk Penelitian . Penerbit Alfabeta: Bandung
- Lind, Douglas A. Marchal, William G. and Wathen, Samuel A. 2017. Statistical Techniques in Business and Economics, 17th Edition. McGraw-Hill Education
Lecturer
Difficult Things About Education.
$75$10
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