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Risk and Return
Published in Bijan Vasigh, Ken Fleming, Liam Mackay, Foundations of Airline Finance, 2018
Bijan Vasigh, Ken Fleming, Liam Mackay
By using Yahoo! Finance, Google Finance or the company website obtain the historical quarterly returns for Southwest Airlines (LUV) and Continental Airlines (CAL) for the last three years and calculate the covariance of the stock equities. What is the most recent beta value for LUV and CAL? Based on its beta value, how do these stocks perform with regard to the market?
Blended computation of machine learning with the recurrent neural network for intra-day stock market movement prediction using a multi-level classifier
Published in International Journal of Computers and Applications, 2021
Krishna Kumar, Md. Tanwir Uddin Haider
The comparative results of our proposed work with similar research work are shown in Table 10. For our proposed model, we have chosen SVM, LRC, Decision Tree Classifier, and the LSTM Network as a benchmark. Since SVM, LR classifier has been claimed as the best performing machine learning algorithm for stock market prediction [30]. In addition, the LSTM network with the advantage of sequential time series prediction has been mostly preferred these days. Here, we have evaluated the performance of the benchmark model with a similar dataset that has been used in our study. The benchmark dataset is not available publically for the intra-day stock market throughout the website for the researcher. Also, the dataset used by the comparative paper is not available publically so we have collected similar time series dataset from the authentic Google finance database which provides the best dataset for stock market forecasting.
Performance analysis and design of competitive business models
Published in International Journal of Production Research, 2018
Google created an extremely user friendly platform which attracts a wide variety customers for its free services, promoting an advertising environment. Free Services: Google Search; Google News; Google Finance; Google Mail; Google Sites; Google Voice; Google Talk. Google’s Revenue streams are from its Advertising platform AdWords, AdSense, Google Mobile and You tube. Key physical resources of Google are 85 offices in over 40 countries with main office in California. Google’s intellectual properties are patents, trademarks, trade secrets, copyrights.