TI2201

TI2201 INDUSTRIAL STATISTICS
Credits: 3 Course Coordinator: DI
Contact hours:

 

Three hour class session each week Instructor(s): DI, TY
Textbook(s) and other supplemental materials Walpole, R.E., Myers, R.H., Myers, S.L., Ye, K., Probability and Statistics for Engineers & Scientists, 7th ed., Prentice-Hall, New Jersey, 2002
Course information Peranan statistika deskriptif dan statistika inferensi; Pengantar statistika inferensi; Teori sampling; Teorema central limit; Proses estimasi; Konsep pengujian hipotesis; Proses pengujian hipotesis ; Analisis regresi dan korelasi ; Analisis variansi dan pengantar perancangan eksperimen; Statistika non parametrik.
Role of inferential and descriptive statistics, introduction to inferential statistics, sampling theory, central limit theorem, estimation process, basics of hypothesis testing, process of hypothesis testing, regression analysis and correlation, variance analysis and introduction to experimental design, non-parametric statistics.
Pre-requisite

  • TI2102 Probabilistic Theory
Co-requisite

  • N/A
Required Course
Learning outcomes Mahasiswa (1) Memahami dan mampu menerapkan konsep-konsep statistika inferensi, khususnya yang berkaitan dengan pengujian hipotesis dan estimasi parameter, dalam memecahkan permasalahan-permasalahan yang berhubungan dengan disiplin teknik industri, dan (2) Mampu membangun dan menggunakan model analisis regresi linier dan dasar-dasar perancangan eksperimen
Students understand and are able to apply the concepts of inference statistics, especially hypothesis testing and parameter estimation, in order to solve problems related to discipline of industrial engineering.

Students are able to build and use linear regression analysis model and basics design of experiments

Student Outcomes a b c d e f g h i j k
R R

 

 

Lecture/Lab Topics Covered

Week Topics
1 Introduction to Industrial Statistics
2 Statistical Distribution
3-7 Hypothesis Testing
8 Midterm Test
9-10 Linear Regression Analysis
11-13 Analysis of Variance
14-15 Nonparametric Statistics
16 Final Test