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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

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This document is a data analysis project that covers topics such as binomial distribution, normal distribution, descriptive statistics, correlation coefficient, regression model, hypothesis testing, and more. It includes examples, calculations, and interpretations of various statistical concepts.

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) Binomial Distribution
p = 0.15
n = 150
Mean = n p = (150) (0.15) = 22.50
Variance = n p 1 p= (150) (0.15) (1 0.15) = 19.13
Discrete probability and cumulative probability arerepresented in excel spreadsheet.
(b) Discrete probability distribution display
Cumulative probabilitydistribution display
2
Data Analysis Project_2
The cumulative probability curve becomes convergent towards 1 as X approaches value
greater than 30. This is on expected lines as the requisite probabilities for higher values of X
would be almost zero.
Problem 2
Normal distribution
Mean=50
Standard deviation=3.5
X 40 ¿ 80 with an interval of 0.1
Density Probability Plot
3
Data Analysis Project_3
Problem 4
Two stocks that have been selected are indicated below. The reason behind the selection of
these stocks is the recent outperformance in the market that has been witnessed by these two
stocks. Further, these two companies have a global footprint and gradually the share of the
foreign markets in their overall turnover and profitability is on the rise.
NFLX
Microsoft.
Descriptive statistics for stock prices
4
Data Analysis Project_4

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