Komputasi Statistika (K)
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[SS234206] Computational Statistics
Announcements
[W1] Introduction
w1-01 Intro
w1-01 R basics
[W2] Descriptive statistics with R
w2-01-materials
[W3] Conditional statement, looping, more matrix manipulation
w3-01-materials
Submission Exercise 1-10
Titanic group submission (one group, one submission)
[W4] Relationships between two variables
Assignment 1 (due date: Monday, March 17, 2025 at 23:59 WIB)
w4-01-materials: functions, correlation
w4-one group one submission
[W5] Assignment 2 (due Th, 27 Mar 2025) + Confidence interval
Assignment 2, due Thursday, Mar 27 @23:59 WIB
w5 material: confidence interval (CI)
w5 lecture video
[W6] Hypothesis testing
w6 materials
in-class assignment: exercise 1 - 5
Submission Test 1 - Part B
[W7] Hypothesis testing: p-value approach
w7 materials
in-class assignment: p-value
Midterm will be on the 10-th week
Zoom Link
Computational Statistics IUP
Lecture Recording
1. Computational Statistics - Regression 01
2. Computational Statistics - Regression 02
Lecture Notes & Books
SML using R & Python
Python Introduction
Computer Age Statistical Inference (2016)
1. CompStat - Regression Analysis
regression_analysis.ipynb
boostrap_basics.ipynb
boostrap_regression.ipynb
random_number_generation_draft.ipynb
Simulation (2022)
Assignments
Introduction to Regression with statsmodels in Python
Introduction to Object-Oriented Programming in Python
Quiz
Quiz Week 15
Final Exam
CompStat_Final_Exam.zip
Exam Submission (Redo)
Results
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Komputasi Statistika (K)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Sains dan Analitika Data
S-1 STATISTIKA KELAS INTERNASIONAL
Semester Genap 2024/2025
Komputasi Statistika (K)
Summary
Komputasi Statistika (K)
Teacher:
Muhamad Syukron
Teacher:
Novri Suhermi
Teacher:
Shofi Andari