Essays about: "historical performance of fundamental signals"
Found 2 essays containing the words historical performance of fundamental signals.
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1. Can Machine Be a Good Stock Picker?: Bridging the Gap between Fundamental Data and Machine Learning
University essay from Handelshögskolan i Stockholm/Institutionen för finansiell ekonomiAbstract : We investigate the efficacy of historical accounting data and consensus forecasts for relative valuation of stocks, employing tree-based machine learning methods. We run an XGBoost model for monthly cross-sections of financial and pricing data of US equities from 1984 to 2021. READ MORE
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2. A Value Relevant Fundamental Investment Strategy : The use of weighted fundamental signals to improve predictability
University essay from Företagsekonomiska institutionenAbstract : The aim of this study is to investigate the possibility to improve the investment model defined in Piotroski (2000) and the subsequent research carried out on this model. Our model builds further upon the original fundamental score put forth by Piotroski. READ MORE