Statistical Scrutiny of the Prediction Capability of Different Time Series Machine Learning Models in Forecasting Bitcoin Prices

Author:

Dinshaw Carl1,Jain Reetu2,Hussain Syed Abou Iltaf2

Affiliation:

1. Class of 2023, The Cathedral and John Connon School,6-Purshottamdas Thakurdas Rd, Marg, Azad Maidan, Fort, Mumbai,Maharashtra,India

2. On My Own Technology Pvt. Ltd.,2A, Pace House, 7 Swastik Society, Gulmohar Road, Vile Parle West, Mumbai,Maharastra,India

Publisher

IEEE

Reference25 articles.

1. Seq2Seq RNNs and ARIMA models for CTC prediction: A comparative study;rebane;SIGKDD Fintech’18,2018

2. Bitcoin Options Pricing Using LSTM-Based Prediction Model and Blockchain Statistics

3. Short Term Prediction on Bitcoin Price Using ARIMA Method

4. Bitcoin price prediction: An ARIMA approach;azari;arXiv preprint arXiv 1904 07781,2019

5. A Hybrid Model for Bitcoin Prices Prediction using Hidden Markov Models and Optimized LSTM Networks

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