Essays about: "panel data econometrics"

Showing result 1 - 5 of 34 essays containing the words panel data econometrics.

1. 1. Classifying High-Growth Manufacturing Firms on the Swedish Stock Market:A Comparative Study Between the Logistic Regression, Support Vector Machine and Artificial Neural Network

   University essay from Lunds universitet/Nationalekonomiska institutionen

   Author : William Fridström; [2023]
   Keywords : Machine Learning; Econometrics; Firm Growth; Binary Classification; Prediction; Model comparision.; Business and Economics;

   Abstract : 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. READ MORE

3. 2. Modeling stock market liquidity using macroeconomic variables: Evidence from Sweden

   University essay from Lunds universitet/Nationalekonomiska institutionen

   Author : Robin Mannoun; David Sjöblom; [2021]
   Keywords : Stock Market Liquidity; Macroeconomy; Nasdaq Stockholm; Empirical Finance; Econometrics; Business and Economics; Mathematics and Statistics;

   Abstract : This paper contributes both to investigating the relationship between the macroeconomic environment and stock market liquidity and to reviewing existing empirical evidence related to this relationship. We develop and examine panel data regression models for stock market liquidity based on macroeconomic factors. READ MORE

4. 3. User Choice in Elderly Care in Sweden: Quality, Cost, and Covid-19

   University essay from Uppsala universitet/Nationalekonomiska institutionen

   Author : Karolina Westin; [2021]
   Keywords : Quasi-market; user choice; elderly care; variation in treatment timing; treatment effect heterogeneity; staggered Difference-in-Difference;

   Abstract : This thesis investigates the impacts of user choice in Swedish elderly care on quality and cost as well as the impact of marketisation on the Covid-19 death toll. In the last three decades welfare service provision in Sweden has been increasingly marketised. READ MORE

5. 4. FAULT DETECTION FOR SMALL-SCALE PHOTOVOLTAIC POWER INSTALLATIONS : A Case Study of a Residential Solar Power System

   University essay from Högskolan Dalarna/Mikrodataanalys

   Author : Maxim Brüls; [2020]
   Keywords : Random Forest; Regression; Solar Power; Photovoltaic Module; Fault Detection; Renewable Energy; Econometrics; Supervised Learning;

   Abstract : Fault detection for residential photovoltaic power systems is an often-ignored problem. This thesis introduces a novel method for detecting power losses due to faults in solar panel performance. Five years of data from a residential system in Dalarna, Sweden, was applied on a random forest regression to estimate power production. READ MORE

6. 5. The elasticity of demand for phosphorus fertilisers in Swedish agriculture : a panel data study of price effects on phosphorus compounds in chemical fertilisers

   University essay from SLU/Dept. of Economics

   Author : Jakob Nygårds; Ellika Svensson Svenungsson; [2020]
   Keywords : agriculture; econometrics; fertilisers; import tariff; panel data; price elasticity; phosphorus; tax;

   Abstract : Chemical fertilisers are common in the Swedish agriculture and even though there is a decreasing trend of using chemical fertilisers, they still have major negative impact on the environment (Swedish Board of Agriculture, 2019). This study focuses on the price elasticity of demand for phosphorus fertilisers in Swedish agriculture and how price changes of phosphorus fertilisers affect farmers. READ MORE