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Time Series Analysis of Macro Economic Parameters using Vector Auto Regression Model

Consulting an imaginary real estate investment firm using historical housing sales price data and SARIMAX time series modeling. Flatiron Module 4 Project.

Economic Impact of Federal Reserve Speeches and Press Releases

[R Programming] R package for state space models

Forecasting passenger demand for railway tickets using open data

Time series analysis on NIFTY-50 index stock data. The project visualises trends in stock data and explores various time-series analysis models such as ARIMA, ARMA and deep learning models such as LTSM and RNN to predict stock prices with the highest accuracy.

Time series models of stock price

Unit root tests, ARIMAX, GARCH models for the time being

An example of mlflow within an arima model

Built 6 time series models to forecast Bitcoin prices using data from the past 5 years

Comparative Analysis of Statistical and Machine Learning Models for Enhanced Cryptocurrency Price Prediction with Technical Indicator Integration

A machine learning-based cryptocurrency forecasting application using ARIMAX and XGBoost models.

Streaming data management and time series analysis using R

A multivariate time series forecasting of pollution data using ARIMA, LM & ARIMAX in R

Here we have considered a data set where we are seeing the number of air Passengers per month. We have applied time series analysis technique to predict the future passenger details. We used both ARIMAX and SARIMAX technique to predict.

Forecast NYC taxi activity with deep learning. We compare the performances of models based on MLPs, RNNs, LSTMs, GNNs, and ARIMAX. Additionally, our code provides users with an easy-to-use pipeline for producing custom time series datasets of taxi activity from publicly available NYC TLC data.

A group project for Florida Tech's MTH5324 (Statistical Modelling) project that analyzes the impact of the Russo-Ukraine war on the economy of several significant geopolitical entities.

Example of ARIMA Modelling in R