FIH3601 Statistical Methods in Microelectronics 7.5 credits

Statistiska metoder inom mikroelektroniken

Offering and execution

Course offering missing for current semester as well as for previous and coming semesters

Course information

Content and learning outcomes

Course contents *

·        Statistical fundamentals

·        Use of statistical software (SPSS or R)

·        Yield Modeling

·        Statistical process control (SPC)

·        Design of Experiments (DOE)

·        Process modeling

Intended learning outcomes *

After the course you should be familiar with statistical methods used in microelectronics, and especially you should be able to perform process control, design experiments and present findings using statistical methods and professional software such as SPSS or R.

Course Disposition

No information inserted

Literature and preparations

Specific prerequisites *

An undergraduate course in statistics is required

Knowledge of process technology for semiconductors is recommended

Recommended prerequisites

No information inserted

Equipment

No information inserted

Literature

G.S May and C.J. Spanos, Fundmentals of semiconductor manufacturing and process control, Wiley 2006, ISBNo-471-78406-0

Examination and completion

Grading scale *

P, F

Examination *

    Based on recommendation from KTH’s coordinator for disabilities, the examiner will decide how to adapt an examination for students with documented disability.

    The examiner may apply another examination format when re-examining individual students.

    P/F

    Other requirements for final grade *

    Homework, Labs and an individual Project

    The project should be individual and connected to your research. This part of the course can be finished later, in most cases hopefully by producing a scientific  publication, where at least one of the statistical methods learnt in the course should be included.

    Opportunity to complete the requirements via supplementary examination

    No information inserted

    Opportunity to raise an approved grade via renewed examination

    No information inserted

    Examiner

    Carl-Mikael Zetterling

    Further information

    Course web

    Further information about the course can be found on the Course web at the link below. Information on the Course web will later be moved to this site.

    Course web FIH3601

    Offered by

    EECS/Electronics and Embedded Systems

    Main field of study *

    No information inserted

    Education cycle *

    Third cycle

    Add-on studies

    No information inserted

    Ethical approach *

    • All members of a group are responsible for the group's work.
    • In any assessment, every student shall honestly disclose any help received and sources used.
    • In an oral assessment, every student shall be able to present and answer questions about the entire assignment and solution.

    Postgraduate course

    Postgraduate courses at EECS/Electronics and Embedded Systems