Course detail
Statistical Methods in Engineering
FSI-PSTAcad. year: 2023/2024
Technicians sometimes use statistics to describe the results of an experiment. This process is referred to as data analysis or descriptive statistics. Technicians also use statistics another way. If the entire population of interest is not accessible to them, they often observe only a portion of the population (a sample) and use statistics to answer questions about the whole population. This process called inferential statistics is the main focus of the course.
Language of instruction
Number of ECTS credits
Mode of study
Guarantor
Department
Entry knowledge
Rules for evaluation and completion of the course
Make ones own work
Aims
Data analysis, descriptive statistics, sample, population, testing hypothesis
Study aids
Prerequisites and corequisites
Basic literature
Egermayer,F.-Boháč,M.:Statistika pro techniky, SNTL,1984
Montgomery, D.C.: Introduction to Statistical Quality Control, John Wiley&Sons, Inc., 2001
Recommended reading
J. Anděl: Statistické metody, , 0
Classification of course in study plans
Type of course unit
Lecture
Teacher / Lecturer
Syllabus
2. Variance.
3. Pareto analysis.
4. Probability density and probability distribution.
5. Normal distribution.
6. Distribution of averages
7. Estimation of parameters.
8. Hypothesis testing.
9. Analysis of variances. One way testing,
10. Two way testing.
11. Tukey's method. Scheffe method.
12. Linear model.
13. Coefficient of correlation. Partial coefficient of correlation.
14. Statistics modelling. Monte Carlo method.
Computer-assisted exercise
Teacher / Lecturer
Syllabus
2. Variance.
3. Pareto analysis.
4. Probability density and probability distribution.
5. Normal distribution.
6. Distribution of averages
7. Estimation of parameters.
8. Hypothesis testing.
9. Analysis of variances. One way testing,
10. Two way testing.
11. Tukey's method. Scheffe method.
12. Linear model.
13. Coefficient of correlation. Partial coefficient of correlation.
14. Statistics modelling. Monte Carlo method.