Essays about: "multivariate analysis"

Showing result 11 - 15 of 343 essays containing the words multivariate analysis.

  1. 11. Evaluating Brain-Inspired Machine Learning Models for Time Series Forecasting: A Comparative Study on Dynamical Memory in Reservoir Computing and Neural Networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Eddie Nevander Hellström; Johan Slettengren; [2023]
    Keywords : ;

    Abstract : Brain-inspired computing is a promising research field, with potential to encouragebreakthroughs within machine learning and enable us to solve complex problems in a moreefficient way. This study aims to compare the performance of brain-like machine learningalgorithms for time series forecasting. READ MORE

  3. 12. Unsupervised Online Anomaly Detection in Multivariate Time-Series

    University essay from Uppsala universitet/Datorteknik

    Author : Ludvig Segerholm; [2023]
    Keywords : unsupervised; online; anomaly detection; explainable ai; machine learning; mahalanobis distance;

    Abstract : This research aims to identify a method for unsupervised online anomaly detection in multivariate time series in dynamic systems in general and on the case study of Devwards IoT-system in particular. A requirement of the solution is its explainability, online learning and low computational expense. READ MORE

  4. 13. A Multi-Variate Regression Analysis on Telecommunication Sites in a Sub-Saharan Country

    University essay from KTH/Matematisk statistik

    Author : Elza Berisha; Hampus Holma; [2023]
    Keywords : telecommunication; linear regression; segmentation; cluster analysis; telekommunikation; linjär regression; segmentering; klusteranalys;

    Abstract : The purpose of this bachelor thesis is to investigate how different variables impact voice and data traffic for a telecom operator that operates in an undisclosed Sub-Saharan African country. The data has been provided by said company. READ MORE

  5. 14. Market reaction to Basel III : An event study on the stock market reaction to the announcement by the Basel Committee on Banking Supervision on December 7th, 2017

    University essay from Jönköping University/Internationella Handelshögskolan

    Author : David Kinch Palvig; Anton Östlund Wessberg; [2023]
    Keywords : Banks; Basel III; Capital regulation; Efficient Market Hypothesis; Event study; Financial leverage; Stock markets;

    Abstract : This paper investigates the impact of Basel III on the valuation of banks in the EEA through an event study of the stock market. It contributes to academic literature by enhancing the study by Bruno, Onali & Schaeck (2018) with another event date after the conclusion of their study. READ MORE

  6. 15. What drives leverage in Swedish LBOs?

    University essay from Uppsala universitet/Företagsekonomiska institutionen

    Author : Felicia Berglund; Billy Mähler; [2023]
    Keywords : Leveraged Buyout; LBO; Private Equity; PE; Leverage;

    Abstract : The capital structure of leveraged buyout (LBO) companies often differs dramatically from that of other companies. What factors drive the amount of leverage in LBO transactions are often contrasted by two different views in previous research. READ MORE