Summary of [finished] Statistika Extreme Value (A) (Semester Genap 2020/2021)

Sukolilo | Manyar | Tjokroaminoto
Kampus Institut Teknologi
Sepuluh Nopember Surabaya
Phone: 031-5994251-54, 5947274, 5945472
Fax: 031-5923465, 5947845

STATISTIKA EXTREME VALUE

Announcements

Kontrak Kuliah SEV

(Springer Series in Statistics) Stuart Coles (auth.) - An Introduction to Statistical Modeling of Extreme Values-Springer-Verlag London (2001)

(Statistics) Gumbel - Statistics of Extremes

Pertemuan 1 - Intro Extreme Value Theory (EVT)

FORM TUGAS UNTUK ABSENSI PERTEMUAN 1

1. (video) Penjelasan Kontrak Kuliah

2. (video) Intro Extreme Value in Statistics

3. (video) Artikel EVT Lancaster UK

(materi) Intro Extreme Value Theory (EVT)

Link Artikel EVT Lancaster UK

Pertemuan 2 - Basic Statistical Concept

(video) Basic Statistical Concept - Part 1 (Random Variables)

(video) Basic Statistical Concept - Part 2 (Distribusi Diskrit)

(video) Basic Statistical Concept - Part 3 (Distribusi Kontinu)

(video from Khan Academy) Random Variable Concept

(video from Khan Academy) Discrete & Continous Random Variables

(materi) Basic Statistical Concept - Part 1

(materi) Basic Statistical Concept - Part 2

(materi) Basic Statistical Concept - Part 3

FORM PENGUMPULAN TUGAS PERTEMUAN 2 (WAJIB)

FORM PERTANYAAN (TIDAK WAJIB)

Pertemuan 3 - Random Processes

1. (video) Random Processes

2. (video) Stationary Processes

3. (video) Markov Chain

(materi) Random Processes - Part 1

(materi) Random Processes - Part 2

(materi) Random Processes - Part 3

FORM SOAL & PENGUMPULAN TUGAS Pertemuan 3 (WAJIB)

FORM PERTANYAAN (TIDAK WAJIB)

Pertemuan 4 - PARAMETRIC MODELING (consept)

1. (video) PARAMETRIC MODELING - Part 1

2. (video) PARAMETRIC MODELING - Part 2

Pertanyaan 1

Pertanyaan 2

Pertanyaan 3

Pertanyaan 4

Pertanyaan 5

Pertanyaan 6

Pertanyaan 7

FORM PERTANYAAN (TIDAK WAJIB)

(materi) Parametric Modeling - Part 1

(materi) Parametric Modeling - Part 2

Pertemuan 5 - Distribution of Block Maxima - GEV

(materi) Distribution of Block Maxima - GEV

1. (video) Distribution of Block Maxima - GEV materi

2.1 (video) Distribution of Block Maxima - GEV - R SOFTWARE

2.2 (rscript) RSCRIPT- GEV

2.3 (output) RSCRIPT GEV

(data) cycles fatigue

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(data) cp temperature

FORM ABSENSI (WAJIB)

Pertemuan 6 - KUIS 1

SOAL KUIS 1 - SEV

FORM PENGUMPULAN JAWABAN KUIS 1

Pertemuan 7 - Threshold Models &amp; The Hill Method

(video) Threshold Models & The Hill Method - Materi

(video) Threshold Models & The Hill Method - R

(materi) Threshold Model

(data) Data kondensasi uap air

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FORM PERTANYAAN (TIDAK WAJIB)

Pertemuan 8 - EVALUASI TENGAH SEMESTER (ETS)

SOAL ETS SEV - 2021

data klaim meninggal

FORM PENGUMPULAN JAWABAN ETS

Pertemuan 9 - PEMBAHASAN ETS &amp; GOODNESS OF FIT (GoF) TEST

(video) Pembahasan ETS

1. (video) Goodness of Fit Test KS - Materi

2. (video) Goodness of Fit Test KS - RStudio

FORM PENGUMPULAN RUNNING PROGRAM (WAJIB)

FORM PERTANYAAN (TIDAK WAJIB)

(materi) Goodness-of-Fit Test Kolmogorov Smirnov

Pertemuan 10 - Non-Stationary Extreme Value

1. (Video) Non-Stationary Extreme Value (materi)

2. (Video) Non-Stationary Extreme Value - RStudio

data curah hujan maksimum

Pertemuan 7 - Threshold Models & The Hill Method

Pertemuan 9 - PEMBAHASAN ETS & GOODNESS OF FIT (GoF) TEST

Pertemuan 12 - RETURN LEVEL (Stationary Extreme & Non-Stationary Extreme)