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master's thesis
Višeparametarska linearna regresija i smrtnost od tumora
Zagreb: University of Zagreb, Faculty of Science, 2023. urn:nbn:hr:217:002459
Varkaš, Matea
University of Zagreb
Faculty of Science
Department of Mathematics

Institutional repository: Repository of the Faculty of Science

Cite this document

Varkaš, M. (2023). Višeparametarska linearna regresija i smrtnost od tumora (Master's thesis). Zagreb: University of Zagreb, Faculty of Science. Retrieved from https://urn.nsk.hr/urn:nbn:hr:217:002459

Varkaš, Matea. "Višeparametarska linearna regresija i smrtnost od tumora." Master's thesis, University of Zagreb, Faculty of Science, 2023. https://urn.nsk.hr/urn:nbn:hr:217:002459

Varkaš, Matea. "Višeparametarska linearna regresija i smrtnost od tumora." Master's thesis, University of Zagreb, Faculty of Science, 2023. https://urn.nsk.hr/urn:nbn:hr:217:002459

Varkaš, M. (2023). 'Višeparametarska linearna regresija i smrtnost od tumora', Master's thesis, University of Zagreb, Faculty of Science, accessed 23 December 2024, https://urn.nsk.hr/urn:nbn:hr:217:002459

Varkaš M. Višeparametarska linearna regresija i smrtnost od tumora [Master's thesis]. Zagreb: University of Zagreb, Faculty of Science; 2023 [cited 2024 December 23] Available at: https://urn.nsk.hr/urn:nbn:hr:217:002459

M. Varkaš, "Višeparametarska linearna regresija i smrtnost od tumora", Master's thesis, University of Zagreb, Faculty of Science, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:217:002459

Metadata
TitleVišeparametarska linearna regresija i smrtnost od tumora
Title (english)Multiparameter linear regression and tumor mortality
AuthorMatea Varkaš
MentorSiniša Slijepčević (mentor)
Committee memberSiniša Slijepčević (predsjednik povjerenstva)
Committee memberDamir Bakić (član povjerenstva)
Committee memberBoris Širola (član povjerenstva)
Committee memberZoran Vondraček (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Science
(Department of Mathematics)
Zagreb
Defense date and country2023-11-30, Croatia
Scientific / art field,
discipline and subdiscipline		NATURAL SCIENCES
Mathematics
Abstract
Ovaj rad ima za cilj detaljno razraditi višeparametarsku linearnu regresiju te primijeniti dobivene rezultate u analizi učinkovitosti djelatne tvari epoetin alfa. U uvodnom poglavlju razmatraju se osnovni pojmovi iz vjerojatnosti i statistike, a zatim slijedi analiza modela višeparametarske linearne regresije kroz točkovnu i intervalnu procjenu parametara te testiranje hipoteza o modelu. Zaključno, rad primjenjuje teorijske spoznaje u analizi utjecaja epoetina alfa na kvalitetu života pacijenata s malignim bolestima, prezentira rezultate regresijske analize i istražuje povezanost između razine hemoglobina i kvalitete života. Analizom podataka iz randomiziranog, dvostruko slijepog, placebom kontroliranog ispitivanja koristeći višeparametarsku linearnu regresiju utvrđena je dobrobit epoetina alfa na životni standard kod bolesnika koji primaju kemoterapiju bez platine.
Abstract (english)
The aim of this work is to comprehensively elaborate on multiple linear regression and apply the obtained results in the analysis of the efficacy of the drug epoetin alfa. In the introductory chapter, the basic concepts of probability and statistics are considered, followed by the analysis of the multiple linear regression model through point and interval estimation of parameters and hypothesis testing about the model. In conclusion, the paper applies theoretical insights in analyzing the impact of epoetin alfa on the quality of life in patients with malignant diseases, presenting the results of regression analysis and exploring the correlation between hemoglobin levels and quality of life. Through the analysis of data from a randomized, double-blind, placebo-controlled trial using multiple linear regression, the benefit of epoetin alfa on the quality of life in patients receiving non-platinum chemotherapy was determined.
Keywords
Languagecroatian
URN:NBNurn:nbn:hr:217:002459
Study programmeTitle: Financial and Business Mathematics
Study programme type: university
Study level: graduate
Academic / professional title: sveučilišni magistar matematike (sveučilišni magistar matematike)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2024-02-13 09:20:41