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can you do this project for me like use baseball and batting averages
or whatever you feel like using
Statistics project For this project you will be picking a topic and doing a hypothesis test for that topic. There will be fiv

we had to create our own problem
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Answer #1

INTRODUCTION :

I am fan of star trek tv series. In that Star Trek series, those who wear red shirts have the reputation of dying more often that those who wear other color shirts. We’ll use this test to determine whether wearing the red shirt is the death!

Chi-Square Test of Independence

The Chi-square test of association assesses relationships between categorical variables. Chi-square test has both a null hypothesis and an alternative hypothesis.

  • Null hypothesis: There are no relationships between the categorical variables.
  • Alternative hypothesis: There are relationships between the categorical variables.

The Chi-square test of independence works by linking the distribution that you observe to the distribution that you expect if there is no relationship between the categorical variables. In the Chi-square background, the word “expected” is equivalent to what you’d expect if the null hypothesis is true. If your observed distribution is sufficiently different than the expected distribution (no relationship), you can reject the null hypothesis and conclude that the variables are related.

A p-value that is less than or equal to your significance level indicates there is sufficient evidence to conclude that the observed distribution is not the same as the expected distribution. You can conclude that a relationship exists between the categorical variables.

We will statistically assess whether there is a linking between uniform color and the death rate. (data is in CSV format named StarTrekFatalities. )

tabulated statistics

Actual count

tabulated statistics

Expected count

alive

dead

alive

dead

for dead ppl

blue

129

7

blue

123.65

12.65

count<expected

gold

46

9

gold

49.88

5.12

count>expected

red

215

24

red

216.77

22.23

count=expected

pearson chi square =6.189

DF=2

p value=0.045

In our statistical results, p-value is less than 0.05. We can reject the null hypothesis and conclude there is a relationship between shirt color and deaths.

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