Visualization of regression models
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Autor:innen
Autor:in (Körperschaft)
Publikationsdatum
2015
Typ der Arbeit
Master
Studiengang
Sammlung
Typ
11 - Studentische Arbeit
Herausgeber:innen
Herausgeber:in (Körperschaft)
Betreuer:in
Übergeordnetes Werk
Themenheft
DOI der Originalpublikation
Link
Reihe / Serie
Reihennummer
Jahrgang / Band
Ausgabe / Nummer
Seiten / Dauer
Patentnummer
Verlag / Herausgebende Institution
Hochschule für Wirtschaft FHNW
Verlagsort / Veranstaltungsort
Olten
Auflage
Version
Programmiersprache
Abtretungsempfänger:in
Praxispartner:in/Auftraggeber:in
Zusammenfassung
Regression models are used for prediction and forecasting in a wide eld of business areas. To interpret such models users often consider visualization. Due to a missing of simply and precise representation user without sufficient mathematical understandings are not able to understand the inside of such a model. The use case for this thesis is related to the car insurance sector. Nowadays insurances are willing to proceed claims fast. In case of a total damaged car the insurance is currently forced to wait out the offer of the car trader. In average an advertisement of car takes four days. In case of claim processing in comprehensive insurance the insurance could save this time with a prediction. The elaborated artefact should ll up this gap by providing a solution that breaks down the complexity of mathematical model via a graphical representation in analogy to something the user is already familiar with. The development of the new plot has been always with a focus on novice user. According to standard guidelines in the eld of visualization and frameworks in computational statistics the author worked on a new solution in this specific area.The result of this thesis is a new design artefact called the Standardized Novice Plotembedded in an application created with Shiny called Visualization of Regression Model for novice statistical users VRMN.
Schlagwörter
Fachgebiet (DDC)
Veranstaltung
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Enddatum der Ausstellung
Startdatum der Konferenz
Enddatum der Konferenz
Datum der letzten Prüfung
ISBN
ISSN
Sprache
Englisch
Während FHNW Zugehörigkeit erstellt
Ja
Zukunftsfelder FHNW
Publikationsstatus
Begutachtung
Open Access-Status
Lizenz
Zitation
Künzli, Y. (2015). Visualization of regression models [Hochschule für Wirtschaft FHNW]. https://irf.fhnw.ch/handle/11654/39883