This is a comparative study between two modern machine learning algorithms, the Support Vector Machine and Artificial neural network, and one traditional econometric model, the Logistic regression. The main objective is to compare their performance by classifying high-growth companies. The study uses panel data from 156 manufacturing firms on the Swedish stock market between 2018 and 2021. The res

This paper aims to compare and evaluate the performance of inflation forecasting performance for benchmark time series models and machine learning models. The process is performed for both a developed economy, the US, and an emerging economy, Mexico. The study examines how forecast performance compares between benchmark time series models and machine learning models, as well as how forecast perfor

Sammanfattning Under slutet av 1960-talet genomgick bostadsmarknaden och lagstiftningarna som hör till en stor förändring. Däribland skärptes hyreslagen med fler krav på underhåll och fastighetsskötsel, och en utredning föreslog att grov vanvård ska vara en grund för expropriation. Under 1969 kom även en utredning angående att införa en lagstiftning som möjliggjorde tvångsförvaltning av fastighetAbstract The Housing Management Act (1977:792) enables compulsory management of properties that are neglected. However, the law can only be applied to tenements. In the year of 2021, the law underwent an amendment, which came into force on January 1, 2022. In all forms of housing that are in an apartment building, have common areas and constructions that require joint management. The purpose of t

Luftförorening är ett globalt hälsoproblem och i Moçambique orsakas inomhusluftförorening främst av matlagning över öppen eld. Denna studie undersöker potentialen hos kokosnötskol som en renare bränslekälla för matlagning och som en möjlig inkomstkälla för kvinnor i byn Linga Linga, Moçambique. En tidigare studie i byn identifierade ett behov av att undersöka hushållens vilja att anta en annan matAir pollution is a global health problem and in Mozambique, indoor air pollution is primarily caused by cooking over an open fire. This study examines the potential of coconut charcoal as a cleaner cooking fuel and as a possible source of income for women in the village of Linga Linga, Mozambique. Previous research conducted in the village identified a need to investigate the willingness of the co

Purpose: The objective of this study is to investigate the relationship between institutional ownership and firm innovation in a Swedish and contemporary context. Theoretical framework: The theoretical framework underlying this study is primarily based on the myopic institutions theory, which suggests that institutional investors have an inherent short-term focus that influences their attitude to

For the past centuries, human-nature relationships have deteriorated into a drastic disconnection, characterized by a lack of compassion for nature and insufficient action for mitigating environmental degradation. This study investigates connectedness with nature (CWN) among regular meditation practitioners. Nine in-depth interviews were conducted with meditation practitioners active in Sweden. Th

I denna masteruppsats undersöks hur internetmemes om andra världskriget används på det Reddit-baserade forumet r/ww2memes för att bilda gemenskap. Eftersom internetmemes ofta saknar upphovsperson och tydligt ursprung studeras de här som allmänna kulturella fenomen, tillkomna genom deltagande på forumet, vilka genom humor ger uttryck för historiesyn och gemenskap. I syfte att genomföra studien har World War II as an in(ternet)-joke : A study on cultural community on the forum r/ww2memes. This master’s thesis examines the construction of community on the Reddit-forum r/ww2memes, dedicated to publishing and sharing internet memes concerning World War 2. By constructing a theoretical framework consisting of a certain use of history applied in presentist temporalities, herein referred to as ap

Strangeness production in small systems such as proton-proton collisions is here investigated through the use of three-particle correlations in the momentum-space coordinates η and ϕ. This method is used in order to investigate possible correlation between conservation of both strangeness and baryon number, such that the particles chosen are Λ¯pK+ and the respective charge conjugates, where Λ is a

The aim of this study is to analyze the attitudes of social workers in Sweden in regard to the Social Services prerequisites and resources to work with youths who are at risk of falling into or who are already living a criminal lifestyle. We conducted this study from a qualitative research approach, with the collection of empirical data consisting of 8 semi-structured interviews, 6 of them in phys

With increasing bilingualism, it becomes vital to understand the relation of language to personality. Language is essential for expressing our thoughts, and personality impacts our thoughts and behavior. This study investigates the extent of a perceived personality change when switching between languages and its connection with participants’ cultural and language backgrounds and personality profil

The combined global emergence of a sustainable development discourse and Swedish policies requiring municipalities to rapidly build new housing have led Lund to develop Brunnshög. This pioneering megaproject balances urban expansion with high sustainability ambitions. Through the lens of urban political ecology, this thesis aims at analysing Brunnshög’s dominant sustainability narrative as told by

Our study aims to get a greater understanding of why students choose a social work education and why the education is so popular despite the social service’s negative reputation. We also aim to get an understanding of the student's intended career paths. We used Hans-Georg Gadamer's hermeneutic approach to the study so that we could use our own interpretations of why students made their ch

Denna uppsats syftar till att studera utvecklingskurvan hos frontend-utvecklare. Studien undersöker hur en frontend-utvecklare anskaffar nya färdigheter och förmågor samt vilka utmaningar de ibland står inför. Studien genomförs med en kvalitativ metod bestående av sex intervjuer med frontend-utvecklare på olika yrkesnivåer. Datan från intervjuerna, tillsammans med litteraturinsamling, delas upp i

Domestic violence is a widespread social problem. Although studies show that support from social services can be a key support to able to leave a violent relationship, few seek this help. Reports of social workers who fail to help females subjected to violence show that something has to change. This study has aimed to examine how the support from women's shelters is designed for women who seek

I uppsatsen presenteras en undersökning av de svenska grundlagsbestämmelserna avseende handlingsoffentlighet och frivilligt utgivningsbevis i förhållande till Europeiska unionens (EU) dataskyddsförordning (2016/679). Inom ramen för svensk rätt har var och en rätten att ta del av en allmän handling med tillhörande personuppgifter. Vidare kan hemsidor beviljas ett frivilligt utgivningsbevis innebäraThe essay presents an examination of the Swedish constitutional provisions regarding public documents and voluntary release certificates in relation to the European Union's (EU) data protection regulation (2016/679). Within the framework of Swedish law, everyone has the right to access a public document with associated personal data. Furthermore, websites can be granted a voluntary publication

Circular Economy (CE) is seen as a potential solution to sustainability challenges (eg. global warming), but companies lack guidance in adopting these strategies. The study addresses the need for a unified methodology to assess and prioritize CE strategies at the organizational level. The research integrates social dimensions (social CE indicators and Social Organizational Life Cycle Assessment (S

Bakgrund: En stor del av Sveriges räddningstjänst består av Räddningstjänstpersonal i Beredskap (RiB). Under beredskapen ska personalen vara tillgänglig dygnet runt för att rycka ut på eventuella larm, detta ofta parallellt med ett ordinarie arbete. Aktivitetsbalans är en viktig faktor för att främja hälsa och välbefinnande. Hur RiB upplever sin aktivitetsbalans under beredskapen finns i dagslägetBackground: A large part of Sweden's fire brigade consists of on-call firefighters, who must be available around the clock to respond to any alarms, often in parallel with their regular work. Occupational balance is an important factor in promoting health and well-being. There is currently no knowledge about how on-call firefighters experience their occupational balance. Aim: This study aims t

Bakgrund: Aktivitetsbalans syftar till individers upplevelser av variation av aktiviteter i vardagen. Avsaknad av variation på aktiviteter kan leda till minskade upplevelser av aktivitetsbalans. Betalt arbete kan leda till att struktur, rutin och identitet formas i vardagen, samt kan motsatt leda till stressrelaterad psykisk ohälsa utifrån negativa faktorer på arbetsplatsen. Syfte: Studiens syfte