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Course Description
This probabilistics and statistics course examines how to choose statistical formulations that are appropriate to the type of data to describe data and carry out inferential analysis and interpretation using software for the purpose of drawing up research analysis conclusions. Learning is carried out using a student-centred approach, namely inquiry-based learning and project-based learning with case solving methods or team-based group learning.
Program Objectives (PO)
- Mengembangkan pemikiran logis, kritis, sistematis, dan kreatif dalam melakukan pekerjaan yang spesifik di probabilitas dan statistik serta sesuai dengan standar kompetensi kerja bidang teknik elektro
- Mampu menguasai konsep teoritis probabilitas dan statistik serta metode perancangan pada Sistim Tenaga dan Inteligensi,Telekomunikasi dan Jaringan Cerdas, dan Teknologi Informasi
- Mampu menguasai metode aplikasi probabilitas dan statistik i di bidang Teknik Elektro terutama pada 3 bidang peminatan yaitu Sistim Tenaga dan Inteligensi, Telekomunikasi dan Jaringan Cerdas, dan Teknologi Informasi
Aktifitas Pembelajaran
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Pertemuan 1 Definisi probabilitas, eksperimen acak, ruang sampel, dan peristiwa. -
Pertemuan 2 Definisi probabilitas, eksperimen acak, ruang sampel, dan peristiwa. -
Pertemuan 3 Definisi Fungsi Distribusi dan Fungsi Kepadatan. -
Pertemuan 4 Nilai Harapan, Varians, dan Momen -
Pertemuan 5 Definisi Distribusi Bersama dan Keterkaitan Antar Variabel Acak -
Pertemuan 6 Teori Estimasi -
Pertemuan 7 Definisi Pengujian Hipotesi -
Pertemuan 8 Ujian formatif -
Pertemuan 9 Dan menjelaskan Analisis Varian (ANOVA) -
Pertemuan 10 Dan menjelaskan Analisis Varian (ANOVA) -
Pertemuan 11 Dan menjelaskan Statistika Nonparametrik -
Pertemuan 12 Dan menjelaskan Teori Limit -
Pertemuan 13 Dan menjelaskan Model Probabilitas untuk Data yang Berhubungan -
Pertemuan 14 Dan menjelaskan Simulasi Monte Carlo -
Pertemuan 15 Dan menjelaskan Aplikasi Statistik Multivariat -
Pertemuan 16 Ujian sumatif
References
- Allan G. Bluman. 2012. Elementary Statistics: A Step by Step Approach. Eight Edotion. New York: The McGraw-Hill Companies, Inc. E E. Bassett, et. al. 2000. Statistics. Problems and Solutions. Second Edition. Singapore: World Scientific Publishing Co. Re. Ltd.Siegel, Andrew F and Charles J. Morgan. 1996. Statistics and Data Analysis An Introduction. 2 nd Edition. New York: John Wiley & Sons, Inc.
- Ronald E. Walpole, Raymond H. Myers, Sharon L. Myers, Keying E. Ye, Probability and Statistics for Engineers and Scientists (9th Edition)
Lecturer
Difficult Things About Education.
$75$10
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