725103 Data Analysis and Chemometrics

winter semester 2016/2017 | Last update: 06.11.2019 Place course on memo list
725103
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!

see dates
Group 0
Date Time Location
Mon 2017-01-09
11.00 - 12.30 L.EG.220 L.EG.220
Mon 2017-01-09
17.30 - 19.00 L.01.220 L.01.220 Tutorium
Fri 2017-01-13
11.00 - 12.30 L.EG.220 L.EG.220
Mon 2017-01-16
11.00 - 12.30 L.EG.220 L.EG.220
Mon 2017-01-16
17.30 - 19.00 L.01.220 L.01.220 Tutorium
Wed 2017-01-18
17.30 - 19.00 L.01.220 L.01.220 Tutorium
Fri 2017-01-20
11.00 - 12.30 L.EG.220 L.EG.220
Mon 2017-01-23
11.00 - 12.30 L.EG.220 L.EG.220
Mon 2017-01-23
17.30 - 19.00 L.01.220 L.01.220 Tutorium
Wed 2017-01-25
17.30 - 19.00 L.01.220 L.01.220 Tutorium
Fri 2017-01-27
11.00 - 12.30 L.EG.220 L.EG.220
Mon 2017-01-30
11.00 - 12.30 L.EG.220 L.EG.220
Mon 2017-01-30
17.30 - 19.00 L.01.220 L.01.220 Tutorium
Wed 2017-02-01
17.30 - 19.00 L.01.220 L.01.220 Tutorium
Fri 2017-02-03
11.00 - 12.30 L.EG.220 L.EG.220 Prüfung
Thu 2017-03-09
11.00 - 12.30 L.EG.220 L.EG.220 WH-Klausurtermin
Tue 2017-05-30
11.30 - 13.00 L.EG.220 L.EG.220 WH-Klausurtermin