Essays about: "principal component analysis"

Showing result 11 - 15 of 323 essays containing the words principal component analysis.

1. 11. Exploring Greenhouse Gas Emissions and socio-economic factors for climate change mitigation: A worldwide clustering analysis

   University essay from Lunds universitet/Nationalekonomiska institutionen; Lunds universitet/Statistiska institutionen

   Author : Anna Pasini; [2023]
   Keywords : GHG emissions; Climate Change; Panel Data; Gaussian Mixture Models Cluster Analysis; PCA; Business and Economics;

   Abstract : In response to the pressing need to address climate change and reduce global greenhouse gas (GHG) emissions, this study implemented Gaussian Mixture Models Clustering to detect the levels of GHG emissions and related socio-economic factors in 174 countries. To handle the panel data, Principal Component Analysis was conducted to achieve dimension reduction. READ MORE

3. 12. Addition of PromOat Beta-Glucan and Guar-gum to Gluten- Free Wheat Starch Pan Bread to increase Fiber while maintaining the Quality in Texture

   University essay from Lunds universitet/Livsmedelsteknik och nutrition (master)

   Author : Devika Singh; [2023]
   Keywords : Gluten-Free bread; PromOat; Guar-Gum; Food technology; Technology and Engineering;

   Abstract : Gluten-free products have gained great attention in the last few years due to the growing incidence of celiac disease and the intolerance to gluten. The project is aimed to investigate the effects of adding PromOat, a good source of B-glucan to increase the fiber content and Guar-Gum to overcome the textural deformities in the gluten-free wheat starch Pan bread. READ MORE

4. 13. Segmenting Countries in the Food Packaging Market: A Cluster Analysis Approach

   University essay from Lunds universitet/Statistiska institutionen; Lunds universitet/Nationalekonomiska institutionen

   Author : Ninda Atikah Mawaddah; Aksaraphak Nijsathorn; [2023]
   Keywords : Unsupervised Machine Learning; Clustering; K-Means Clustering; Hierarchical Clustering; Principal Component Analysis; Business and Economics;

   Abstract : The food packaging market has been witnessing substantial growth due to changing consumer lifestyles, urbanization, increased purchasing power, and growing environmental sustainability awareness. This growth presents significant opportunities for companies operating in this market. READ MORE

5. 14. The Construction of an Investor Sentiment Index for Sweden and its Impact on the Stock Market

   University essay from Lunds universitet/Nationalekonomiska institutionen

   Author : Xuming Zhang; Wenlu Zhang; [2023]
   Keywords : Investor sentiment; principal component analysis; Swedish stock market; Business and Economics;

   Abstract : Investor sentiment is an important research object in behavioral finance, and its analysis has been one of the hot topics in stock market research recently. As an abstract concept, investor sentiment needs to be visualized by the construction of the investor sentiment index. READ MORE

6. 15. The Adoption of New and Used Electric Vehicles : The difference in the impact of financial factors for new vs. used electric vehicles

   University essay from Blekinge Tekniska Högskola/Institutionen för industriell ekonomi

   Author : Pierre Johansson; China Venkatareddy Satti; [2023]
   Keywords : New Electric Vehicles; Used Electric Vehicles; Financial Factors;

   Abstract : The growth of the market for electric vehicles (EVs) is increasing each year with record numbers of newly registered electric vehicles in 2022. Electric vehicles are considered the key component of a sustainable transportation sector. The knowledge of influential factors on purchase decisions for new EVs is high. READ MORE