README.md

In unimi-dse/e16b23fb: stockforecasting

This package returns stock price data from Yahoo Finance, plots detailed graphs and performs forecasting using time series analisys or neural networks.

Installation

devtools::install_github('unimi-dse/e16b23fb')

Usage

require(stockforecasting)

You have to use the first get_data(“id”) function specifing your Yahoo Finance Ticker as the argument and storing the results in a variable that you will use as argument for the other functions. If you don’t store any data and don’t specify any argument it uses TSLA data

Functions

get_data()

Downloads the dataset

plot_stockp()

Plots the closing price of selected stock

plot_zoom()

Plots a zoomed graph of the last 8 weeks

plot_ema()

Plots a graph that shows the EMA’s

forecast_arima()

Performs ARIMA model forecasting

train_arima()

Trains arima model

forecast_NN()

Performs forecasting with a Single Layer Neural Network Model

unimi-dse/e16b23fb documentation built on Feb. 16, 2020, 5:45 a.m.