725103 Data Analysis and Chemometrics

winter semester 2017/2018 | Last update: Place course on memo list
Department of Analytical Chemistry and Radiochemistry Department of Analytical Chemistry and Radiochemistry
ao. Univ.-Prof. Mag. Dr. Andreas Zemann ao. Univ.-Prof. Mag. Dr. Andreas Zemann, +43 512 507 57311
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

Registration via LFU:online required!

https://lms.uibk.ac.at/url/RepositoryEntry/4286251026
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Date Time Location
Mon 2018-01-08
 14.00 - 15.30 L.EG.200 L.EG.200 Barrier-free
Wed 2018-01-10
 19.00 - 20.30 L.01.220 L.01.220 Tutorium
Fri 2018-01-12
 14.00 - 15.30 L.EG.200 L.EG.200 Barrier-free
Mon 2018-01-15
 14.00 - 15.30 L.EG.200 L.EG.200 Barrier-free
Mon 2018-01-15
 19.15 - 20.45 L.01.220 L.01.220 Tutorium
Wed 2018-01-17
 19.00 - 20.30 L.01.220 L.01.220 Tutorium
Fri 2018-01-19
 14.00 - 15.30 L.EG.200 L.EG.200 Barrier-free
Mon 2018-01-22
 14.00 - 15.30 L.EG.200 L.EG.200 Barrier-free
Mon 2018-01-22
 19.30 - 21.00 L.01.220 L.01.220 Tutorium
Wed 2018-01-24
 19.00 - 20.30 L.01.220 L.01.220 Tutorium
Fri 2018-01-26
 14.00 - 15.30 L.EG.200 L.EG.200 Barrier-free
Mon 2018-01-29
 14.00 - 15.30 L.EG.200 L.EG.200 Barrier-free
Mon 2018-01-29
 19.15 - 20.45 L.01.220 L.01.220 Tutorium
Wed 2018-01-31
 19.00 - 20.30 L.01.220 L.01.220 Tutorium
Fri 2018-02-09
 09.00 - 11.00 L.EG.200 L.EG.200 Barrier-free Prüfung
Mon 2018-03-19
 16.00 - 18.00 L.EG.220 L.EG.220 Prüfung
Mon 2018-10-01
 11.00 - 12.30 L.EG.220 L.EG.220 Prüfung