725103 VO Data Analysis and Chemometrics

winter semester 2021/2022 | Last update: 04.07.2022 Place course on memo list
725103
VO Data Analysis and Chemometrics
VO 1
1,5
Block
annually
German
Basic knowledge of data analysis and chemometric methods Application of simple data analysis tools
Basics of statistics: mean, standard deviation, confidence interval, normal distribution, student t distribution hypothesis tests: outlier test, comparison of means (t-test) and variances (F-test) linear regression: uncertainty of regression, prediction interval, limit concentrations Design of Experiments: ANOVA, factorial designs multivariate data analysis: PCA (Principal Component Analysis)
Lecture with examples
written

Skoog, West, Holler; Fundamentals of Analytical Chemistry, Kap. 2 + 3

D. McCormick, A. Roach; Measurement, Statistics and Computation, Analytical Chemistry by Open Learning

W. Gottwald; Statistik für Anwender, VCH

L. Fahrmeir, R. Künstler, I. Pigeot, G. Trutz; Statistik - Der Weg zur Datenanalyse, Springer

M.R. Spiegel, L.J. Stephens; Statistik, mitp-Verlag

K. Danzer, H. Hobert, C. Fischbacher, K.U. Jagemann; Chemometrik, Springer

W. Köhler, G. Schachtel, P. Voleske; Biostatistik, Springer

K.R. Beebe, R.J. Pell, M.B. Seasholtz; Chemometrics – A Practical Guide, Wiley

H. Martens, M. Martens; Multivariate Analysis of Quality, Wiley

R.G. Brereton; Chemometrics – Data Analysis for the Laboratory and Chemical Plant, Wiley

not applicable

Registration via LFU:online required!

10.01.2022
Group 0
Date Time Location
Mon 2022-01-10
15.30 - 17.00 M.EG.180/L.EG.200 M.EG.180/L.EG.200 Präsenztermin
Fri 2022-01-14
14.00 - 15.30 M.EG.180/L.EG.200 M.EG.180/L.EG.200 Präsenztermin
Mon 2022-01-17
15.30 - 17.00 M.EG.180/L.EG.200 M.EG.180/L.EG.200 Präsenztermin
Fri 2022-01-21
14.00 - 15.30 M.EG.180/L.EG.200 M.EG.180/L.EG.200 Präsenztermin
Mon 2022-01-24
15.30 - 17.00 M.EG.180/L.EG.200 M.EG.180/L.EG.200 Präsenztermin
Fri 2022-01-28
14.00 - 15.30 M.EG.180/L.EG.200 M.EG.180/L.EG.200 Präsenztermin
Mon 2022-01-31
15.30 - 17.00 M.EG.180/L.EG.200 M.EG.180/L.EG.200 Präsenztermin
Fri 2022-02-04
14.00 - 15.30 M.EG.180/L.EG.200 M.EG.180/L.EG.200 Präsenztermin
Tue 2022-03-01
10.00 - 12.00 L.EG.220 L.EG.220 Nachbesprechung
Thu 2022-03-10
12.00 - 13.30 L.EG.220 L.EG.220 Nachbesprechung
Fri 2022-03-11
10.15 - 11.45 L.01.220 L.01.220
Tue 2022-03-15
10.00 - 12.00 L.EG.220 L.EG.220 1. Prüfungstermin
Fri 2022-05-13
11.00 - 12.30 L.EG.200 L.EG.200 Barrier-free 2. Prüfungstermin
Mon 2022-10-03
15.30 - 16.45 L.EG.220 L.EG.220 3. Prüfungstermin