Essays about: "LASSO"

Showing result 16 - 20 of 100 essays containing the word LASSO.

  1. 16. Making Use of the Factor Zoo: An unpretentious attempt to predict asset returns using machine learning methods.

    University essay from Göteborgs universitet/Institutionen för nationalekonomi med statistik

    Author : Line Clausen; Jesper Strömberg; [2022-02-15]
    Keywords : ;

    Abstract : Factor modeling with the purpose of estimating assets returns is a dynamic and ever changing subject within finance. Recent literature has presented over 300 different fac-tors that seem to have significance in predicting asset returns. This new phenomenon in factor modeling has been dubbed ”The Factor Zoo”. READ MORE

  3. 17. Predicting misuse of subscription tranquilizers : A comparasion of regularized logistic regression, Adaptive Bossting and support vector machines

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Ida Norén; [2022]
    Keywords : Adaptive Boosting; Benzodiazepines; classification; lasso regularization; logistic regression; support vector machines;

    Abstract : Tranquilizer misuse is a behavior associated with substance use disorder. As of now there is only one published article that includes a predictive model on misuse of subscription tranquilizers. READ MORE

  4. 18. Prediction of Air Quality Index Using Supervised Machine Learning

    University essay from Blekinge Tekniska Högskola

    Author : Vamsi Sri Naga Manikanta Murukonda; Avan Chowdary Gogineni; [2022]
    Keywords : Air Quality Index; Air Quality Monitoring; Machine Learning; Regression;

    Abstract : Background: Air pollution has become a serious environmental issue. It is responsible for hundreds of fatalities each year and it poses a serious threat to human health and environment. It leads to global warming, greenhouse effect and it also causes respiratory problems like asthma, lung cancer etc. READ MORE

  5. 19. Regression Analysis of Swedens Power Consumption

    University essay from KTH/Skolan för teknikvetenskap (SCI)

    Author : Victor Moloisel; Carl-Fredrik Lind; [2022]
    Keywords : Regression analysis;

    Abstract : Energy Consumption is a topic of great interest, especially since a surge in prices in late 2021 has caused a considerable increase in discussion around the topic. Data from the Swedish Central Bureau of statistics (SCB) and the Swedish Meteorological Institute (SMHI) were provided for macroscopic regressors. READ MORE

  6. 20. Modeling German Energy Market Hourly Profiles with a Focus on Variable Renewable Energy

    University essay from Lunds universitet/Nationalekonomiska institutionen

    Author : Thomas Pegoraro; Vincent Ball; [2022]
    Keywords : Machine Learning; VRE; LCOE; Hourly Profiles; Hourly Price Forward Curves HPFC ; Business and Economics;

    Abstract : This paper investigates the best methods for modeling hourly profiles in the German energy market for the period between 2018 and 2022. Modeling emphasized variable renewable energy (VRE) and included information on the level of energy production, oil price, COVID lockdowns, and historic hourly energy spot prices. READ MORE