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Data Analysis Project

The assignment involves solving conceptual problems related to probability density function and binomial convergence, as well as analyzing historical trends and patterns using data analysis techniques.

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Added on  2022-11-26

About This Document

This document is a data analysis project that covers various topics such as probability, mean, standard deviation, correlation coefficient, regression model, hypothesis test, and more. It provides solutions to different problems and includes numerical summaries, box plots, histograms, scatter diagrams, and regression outputs. The aim is to analyze and interpret data related to stock prices and their relationships. The document also discusses the normality distribution of stock returns and the prediction of future stock prices.

Data Analysis Project

The assignment involves solving conceptual problems related to probability density function and binomial convergence, as well as analyzing historical trends and patterns using data analysis techniques.

   Added on 2022-11-26

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DATA ANALYSIS
PROJECT
STUDENT ID:
[Pick the date]
Data Analysis Project_1
Problem 1
(a) Probability of success (p) = 0.15 and n = 150
Mean=n∗p=(150)∗(0.15)=22.50
Variance=n∗ p∗( 1− p ) =(150)∗(0.15)∗(1−0.15)=19.13
The discrete probability and cumulative probability of the Binomial Distribution is shown in
spreadsheet.
(b) Probability distribution Curve
2
Data Analysis Project_2
It can be said based on above that convergence is present and can be seen towards 1 for
cumulative probability.
Problem 2
Mean μ=50
Standard deviation σ =3.5
Xranges from 40 to 80 with a tick of 0.1.
Density Probability Plot of the Normal Distribution is shown below.
3
Data Analysis Project_3
Problem 4
The two stocks which have been selected are NFLX and Amazon. These two companies
have seen stupendous growth in the last decade or so. A common feature that links these two
companies is that their growth is based on widespread penetration of internet. Also, there
recent growth and future growth is dependent on international markets since the US market is
quite saturated for both these players.
Numerical summary.
4
Data Analysis Project_4

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