Statistika dan Analisis Data Lanjut (S)
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Pertemuan 1
Perkuliahan SADL DMT, Sabtu 11 -02-2023 mulai pukul 08:30 WIB
Pengantar Analitika Data
Pengantar Statistika Data Driven vs Theori Driven
Pertemuan 2
Review distribusi data s/d testing hipotesis
Tipe data dan pemodelannya
Section 3
Pemodelan respon normal
Section 4
Bahan diskusi studi perbandingan LM-GLM-GLMs
Data analysis pada kasus respon Binary
Pengumpulan tugas 1 dan tugas 2
Section 5
Analisis data berpola Poisson
Pengumpulan Tugas 3 - Poisson response model
Section 6
Data analysis pada kasus hirarki 2 tingkat
Pengumpulan tugas - Data dengan kasus hirarki 2 tingkat
Section 7
Analisis data pada pola bimodal normal
Pengumpulan tugas data bimodal normal
Section 8
Early Warning model - Politomous response
Pengumpulan tugas - Early Warning model - Politomous response
Minggu 10
Perkuliahan 15 April 2023 mulai pukul 08:30 WIB
Time Series Analysis - An Introduction
Minggu 12
Perkuliahan 13 Mei 2023 mulai pukul 08:30 WIB
Path Analysis and SEM
SEM using SPSS and AMOS
SEM using R (lavan package)
SEM using R (sem package)
Minggu 13 Technology Acceptance Model
TAM - seminal paper by Davis 1987
TAM - a literature review from 1986 to 2013
TAM - A computational literature review (2016)
TAM E-Commerce Extension - A Conceptual Framework (2015)
TAM - a review, adoption models and theories (2018)
TAM in educational context - a systematic literature review (2019)
TAM - A Systematic Review in Health Informatics (2018)
TAM - A systematic review in M-learning context (2018)
TAM - Integrating Transparency Trust and Acceptance (2022)
TAM - A Critical Review of Blockchain Acceptance Models (2022)
TAM - A Systematic Review for the Sustainability of Higher Education during the COVID-19 Pandemic and Identified Research Gaps (2022)
Perkuliahan 20 Mei 2023 mulai pukul 08:30 WIB
Minggu 14 Classification and Clustering
Perkuliahan 27 Mei 2023 mulai pukul 09:00 WIB
Logistics regression for default prediction
Case studies using public data from UCI
german_credit.csv
Clustering Analysis
CC GENERAL.csv
Comprehensive Survey of Clustering Algorithms
Presentasi 3 Juni 2023
Presentasi 3 Juni 2023 mulai pukul 08:30 WIB
Presentasi 10 Juni 2023
Presentasi 10 Juni 2023 mulai pukul 08:00 WIB
Presentasi 15 Juni 2023
Presentasi 15 Juni 2023 mulai pukul 18:30 WIB
Pengumpulan tugas
Link pengumpulan tugas. Paling lambat 24 Juni 2023 pukul 12:00 WIB
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Statistika dan Analisis Data Lanjut (S)
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Institut Teknologi Sepuluh Nopember
Doktor
Sekolah Interdisiplin Manajemen Teknologi
S-3 MANAJEMEN TEKNOLOGI
Semester Genap 2022/2023
Statistika dan Analisis Data Lanjut (S)
Summary
Statistika dan Analisis Data Lanjut (S)
Teacher:
Dedy Dwi Prastyo
Teacher:
Nur Iriawan