Essays about: "collinearity"

Showing result 1 - 5 of 11 essays containing the word collinearity.

  1. 1. Biological Age and Risk of Developing Alzheimer's Disease and Related Dementias

    University essay from KTH/Proteinvetenskap

    Author : Karolina Gustavsson; [2024]
    Keywords : Biological age BA ; PhenoAge; Klemera Doubal Method KDM ; Homeostatic Dysregulation HD ; Alzheimer’s disease and related dementias ADRD ; Biologisk ålder; PhenoAge; Klemera Doubal-metod; Homeostatic Dysregulation HD ; Alzheimers sjukdom och relaterade demenssjukdomar ADRD ;

    Abstract : Biologisk ålder (BA) har nyligen fått ökad uppmärksamhet att fördjupa förståelsen kring åldersrelaterade sjukdomar och dess behandlingar, eftersom åldersrelaterade förändringar utgör en grundläggande gemensam nämnare för dessa tillstånd. Medan kronologisk ålder (CA) mäts i år, kan biologisk ålder (BA) mätas på många olika sätt. READ MORE

  3. 2. Customer Acquisition Process Digitalization: A Case Study on the Use of Machine Learning in The Corporate Insurance Industry

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Klara Larsson; Freja Ling; [2023]
    Keywords : Customer Relationship Management CRM ; Customer Classification; Customer Acquisition; Machine Learning; Insurance Industry; Corporate Insurance; B2B; AI-CRM; Kundrelationssystem CRM ; Kunklassificering; Nykundsbearbetning; Maskininlärning; Försäkringsbranchen; Företagsförsäkring; B2B; AI-CRM;

    Abstract : This thesis explores the application of machine learning 8ml9 techniques in customer classification and their intergration into customer relationship management (CRM) systems within the corporate insurance industry. The research aims to address the gap in the use of AI-CRM for the corporate insurance industry. READ MORE

  4. 3. The impact of sanctions on a nation's GDP growth

    University essay from Linnéuniversitetet/Institutionen för ekonomistyrning och logistik (ELO)

    Author : Alexander Gustafsson; Viktor Magnebrink; [2022]
    Keywords : Sanctions; GDP;

    Abstract : In this paper we conduct a case study along with an empirical assessment of how sanctions impact a target nation's GDP growth. We also assess if the impact varies depending on the type of sanction. Our sample for the regression contains 35 countries of which 16 experienced sanctions between 2010-2019. READ MORE

  5. 4. Ensemble approach to prediction of initial velocity centered around random forest regression and feed forward deep neural networks

    University essay from Karlstads universitet/Fakulteten för hälsa, natur- och teknikvetenskap (from 2013)

    Author : Sebastian Lind; [2020]
    Keywords : Deep learning; Prediction;

    Abstract : Prediction of initial velocity of artillery system is a feature that is hard to determine with statistical and analytical models. Machine learning is therefore to be tested, in order to achieve a higher accuracy than the current method (baseline). READ MORE

  6. 5. ANALYSIS OF BINARY DEPENDENT VARIABLES USING LINEAR PROBABILITY MODEL AND LOGISTIC REGRESSION: A REPLICATION STUDY

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Lutendo Vele; [2019]
    Keywords : binary choice models; logistic regression; linear probability model; forbidden regression; binary dependent variables; dichotomous variables; residuals as dependent variables;

    Abstract : Linear Probability Model (LPM) is commonly used because it is easy to compute and interpret than with logits and probits even though the estimated probabilities may fall outside the $\big[$0,1$\big]$ interval and the linearity concept does not make much sense when dealing with probabilities. This paper extends upon the results of \citeA{Dara} reviewing the use of LPM to examine if alcohol prohibition reduces domestic violence. READ MORE