MODULE HANDBOOK


Module name Statistika Multivariat Terapan (Applied Multivariate Statistics)
Module level, if applicable Bachelor
Code, if applicable MMS 2483
Subtitle, if applicable -
Courses, if applicable Statistika Multivariat Terapan (Applied Multivariate Statistics)
Semester(s) in which the
module is taught
4 / second year
Person responsible for the
module
Prof. Dr. Sri Haryatmi Kartiko, M.Sc.
Lecture(s) Dr. Herni Utami, M.Si, Prof. Dr. Sri Haryatmi Kartiko, M.Sc.
Language Bahasa Indonesia
Classification within the
Curriculum
Compulsory course/ Elective Studies
Teaching format /class
hours per week during the
semester:
2 hours lecture and 2 hours laboratory session
Workload  2 hours lecture+ 4 hours individual study, 14 weeks lecture persemester,
 2 hours laboratory session + 2 hours individual study, 10 weeks laboratory
session per semester,
 total 156 hours a semester
Credit points 3
Requirements MMS-1409 Metode Statistika II (Statistical Methods II)
Module objectives/intended
learning outcomes
By the end of this course, you should see improvement in your ability to:
CO 1. Calculate matrix of mean and covariance of multivariate data
CO 2. Conduct the testing hypothesis one and several population mean and
covariance
CO 3. Obtain the principal component
CO 4. Conduct the analysis factor
CO 5. Conduct the discriminant analysis
Content Set up multivariate data, matrix of mean, matrix covariance, multivariate normal
distribution the formula and properties, estimator of the parameters, the testing
hypothesis one and several population mean and covariance, the principal
component, factor analysis, discriminant analysis, multivariate regression
Study and examination
requirements and forms of
examination
The weight of assignments will be as follows:
i. Quiz, homework 15%
ii. Mid semester exam 40%
iii. Final exam 45%
Grade scale:
A 85 ≤ score
A/B 75 ≤ score < 85
B 60 ≤ score < 75
B/C 50 ≤ score < 60
C 40 ≤ score < 50
D 20 ≤ score < 40
E score < 20
Media employed Slides and LCD projectors, whiteboards
UNIVERSITAS GADJAH MADA
Faculty of Mathematics and Natural Sciences
Mathematics Department
Sekip Utara BulaksumurYogyakarta 55281Telp: +62 274 552243 Fax: +62 274 555131 Email: [email protected] Website: http://s1stat.fmipa.ugm.ac.id/
Undergraduate Program in Statstics
Telp : +62 274 552243
Email : [email protected]; s_kartiko2yahoo.com
Website : http://s1stat.fmipa.ugm.ac.id/

Reading List 1. Johnson, R.A. , J. and Wichern, D.W. (2013), Applied Multivariate Statistical
Analysis, Richard D, 6
th edition, Prentice Hall, USA
2. Timm, N.H. (2003), Applied Multivariate Analysis, Springer, USA

CO and PLO mapping
PLO 1 PLO 2 PLO 3 PLO 4 PLO 5 PLO 6 PLO 7
CO 1 x
CO 2 x
CO 3 x
CO 4 x
CO 5 x