T-S-7 (general) Design of experiments and multivariate analysis methods in graphic arts and textiles

Introduction: characteristics of research work in natural sciences and engineering, overview of available statistical software (Excel, StatGraphics, SPSS, Matlab, Python, R) and web resources.
Design and analysis of experiments: factors, treatments, responses, one-way analysis of variance (ANOVA), comparison of means (multiple comparisons tests, planned comparisons – contrasts), randomised block designs, multi-way ANOVA, main effects, interactions, factorial designs (complete, fractional, saturated), response surfaces, optimisation methods.
Multivariate analysis: principal components analysis (PCA), clustering methods, multivariate regression (MLR, PLS), overview of other techniques (factor analysis, discriminant analysis, correspondence analysis, multidimensional scaling)

Textile Engineering, Graphic Communication and Textile Design (TGT)

LevelYearSemesterETCS
31110
3 2 110
3 3 110

Hours

LecturesSeminarsPractiseOtherΣ
60900150300

Staff

TeacherAleš Hladnik (coordinator)
Assistant
Technician

Exam schedules

There are no exams scheduled!

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