Analisis Regresi (Q)
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Course data
General
Announcements
Learning Plan (RPS)
Section 1
Pertemuan 1 : pengenalan Regresi dan review
Lecturer notes 1
Section 2
Meeting 2 : simple linear regression
Section 3
Meeting 3: Multiple linear regression
Multiple linear regression
Section 4
Asynchronous session
Asynchronous 2: how to fit dummy regression in MINITAB
Part2 dummy regression
Part 1 : dummy regression
Dummy Regression
Section 5
Discussion on Case Study Regression and Dummy Regression
Mode Adequacy Checking
Section 6
Quiz1
dataset for quiz
Soal Quiz
Section 7
Diagnostic Check Regression
Section 8
Mid Exam (ETS)
Questions list
Data ETS
Meeting 9: Multiple Regression Modelling, Diagnostic Checking, Violation of Assumptions
Meeting 9: 26 Oct 2021
Supervisor Performance Data
Regression Analysis Model Calculation
Book: Regression Analysis by Example
Meeting 10: Influential Observation, Multicollinearity, Autocorrelation
Influential Observation
Multicollinearity, Autocorrelation
Meeting 10: Influential Observation, Multicollinearity, Autocorrelation
Data
Meeting 11: Non linear regression
Non linear regression
Meeting 11: Non linear regression
Non linear regression: polynomial model
Meeting 12: Transformation to linearize a non linear relationship
Homoskedasticity and transformation
Comparison of linear models
Meeting 12: Transformation to linearize a non linear relationship
Meeting 13: Test Discussion
Meeting 13: Test Discussion
Remedial
Meeting 14: Course review, regression with qualitative variables, topics in regression
Meeting 14: 30 November 2021
Problem 1
Assignment 2
Meeting 15: Robust Regression, Weighted Regression
Meeting 15: Robust Regression, Weighted Regression
Meeting 15: Robust Regression, Weighted Regression
Meeting 16: Final Exam
Final Exam
Meeting 16: Final Exam
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Analisis Regresi (Q)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Sains dan Analitika Data
S-1 STATISTIKA KELAS INTERNASIONAL
Semester Gasal 2021/2022
Analisis Regresi (Q)
Summary
Analisis Regresi (Q)
Teacher:
Heri Kuswanto
Teacher:
Irhamah