AMZN

This dataset contains the daily stock prices of Amazon.com Inc. (AMZN) from January 2, 2013 to April 30, 2023. The data includes the open, high, low, and close prices, as well as the volume and adjusted close price. ~~

datasets

The 'StockDistFit' package provides functions for fitting probability distributions to stock price data. The package uses maximum likelihood estimation to find the best-fitting distribution for a given stock. It also offers a function to fit several distributions to one or more assets and compare the distribution with the Akaike Information Criterion (AIC) and then pick the best distribution. References are as follows: Siew et al. (2008) <https://www.jstage.jst.go.jp/article/jappstat/37/1/37_1_1/_pdf/-char/ja> and Benth et al. (2008) <https://books.google.co.ke/books?hl=en&lr=&id=MHNpDQAAQBAJ&oi=fnd&pg=PR7&dq=Stochastic+modeling+of+commodity+prices+using+the+Variance+Gamma+(VG)+model.+&ots=YNIL2QmEYg&sig=XZtGU0lp4oqXHVyPZ-O8x5i7N3w&redir_esc=y#v=onepage&q&f=false>.

Brian Njuguna

StockDistFit

Fit Stock Price Distributions

Stanely Sayianka

AMZN function

A data frame with 2599 observations on the following 7 variables.<dl>
 <dt><code>Date</code></dt>
<dd>a character vector</dd> <dt><code>Open</code></dt>
<dd>a numeric vector</dd> <dt><code>High</code></dt>
<dd>a numeric vector</dd> <dt><code>Low</code></dt>
<dd>a numeric vector</dd> <dt><code>Close</code></dt>
<dd>a numeric vector</dd> <dt><code>Volume</code></dt>
<dd>a numeric vector</dd> <dt><code>Adjusted</code></dt>
<dd>a numeric vector</dd> 
</dl>

Format

Amazon.com Inc. Stock Prices Dataset — AMZN

A data frame with 2599 observations on the following 7 variables.<dl>
 <dt><code>Date</code></dt>
<dd>a character vector</dd>

 <dt><code>Open</code></dt>
<dd>a numeric vector</dd>

 <dt><code>High</code></dt>
<dd>a numeric vector</dd>

 <dt><code>Low</code></dt>
<dd>a numeric vector</dd>

 <dt><code>Close</code></dt>
<dd>a numeric vector</dd>

 <dt><code>Volume</code></dt>
<dd>a numeric vector</dd>

 <dt><code>Adjusted</code></dt>
<dd>a numeric vector</dd>

 
</dl>

AMZN: Amazon.com Inc. Stock Prices Dataset

Description

Usage

Arguments

Format

References

Examples