Breaking with trends in pre-processing?

• Pre-processing can make or break data analysis. • Selection of appropriate pre-processing strategies is crucial. • Three types of selection approaches seem commonly used. • All approaches have serious drawbacks and can provide misleading results. • Objective approaches to quality parameters are re...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Engel, Jasper [verfasserIn]

Gerretzen, Jan

Szymańska, Ewa

Jansen, Jeroen J.

Downey, Gerard

Blanchet, Lionel

Buydens, Lutgarde M.C.

Format:

E-Artikel

Sprache:

Englisch

Erschienen:

2013

Schlagwörter:

Data analysis

Pre-treatment

Model validation

Pre-processing

Quality parameter

Data artifact

Pre-processing selection

Pre-treatment selection

Chemometrics

Visual inspection

Umfang:

11

Übergeordnetes Werk:

Enthalten in: The effect of increasing Body Mass Index on sperm quality of subfertile men - Kozopas, N. ELSEVIER, 2019, TrAC, Amsterdam

Übergeordnetes Werk:

volume:50 ; year:2013 ; pages:96-106 ; extent:11

Links:

Volltext

DOI / URN:

10.1016/j.trac.2013.04.015

Katalog-ID:

ELV032892594

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