This homework will help you review and refresh your knowlege of basic statistics concept.

Give the denifition of the following statitics and show in $R$ code how to calcualte each $($no need to calucalate population and sample$)$ or generate the figure. You can generate a fake data named $"$my$.$sample" using the given code below and then calculate each required statistics based on $"$my$.$sample".

popuation

sample

mean

mode

quartile

range

interquartile range

sample variance

sample standard deviation

$5-$number summary

boxplot

skewness

kurtois

Generate take dara

I have done this part for you. Please just keep the following R chunk.

set.seed$(123)$

population$=$round $($runif $,$ max$=10)$

my$.$sample$=$sample $($population$,$ size$=100)$

ropulation

Type definition and type $R$ code in there is any in the $R$ chunk.

# type your $R$ code here and how the final result

sample

Type definition and type $R$ code in there is any in the $R$ chunk.

type your $R$ code here a

Mean

Type definition and type $R$ code in there is any in the $R$ chunk.

$"$ type your $R$ code here and how the final result

mode

Type definition and type $R$ code in there is any in the $R$ chunk.

# type your $R$ code here and how the final result

quartile

Tvpe definition and type $R$ code in there is any in the $R$ chunk.

# type your $R$ code here and how the final result

range

Type definition and type $R$ code in there is any in the $R$ chunk.

# type your $R$ code here and how the final result

interquartile range

Type definition and type $R$ code in there is any in the $R$ chunk.

# type your $R$ code here and how the final result

sample variance

Type definition and type $R$ code in there is any in the $R$ chunk.

# type your $R$ code here and how the final result

sampie stAndard deviation

Tvpe definition and type $R$ code in there is any in the $R$ chunk.

type your $R$ code here and how the final result

$5$

# type your $R$ code here and how the final result

boxplot

Tvpe definition and type $R$ code in there is any in the $R$ chunk.

# type your $R$ code here and how the final result

skewness

Type definition and type $R$ code in there is anv in the $R$ chunk.

# type your $R$ code here and how the final result

Kurtosis

Tvpe definition and type $R$ code in there is any in the $R$ chunk.

# type your $R$ code here and how the final result$-$number summarv

Type definition and type $R$ code in there is any in the $R$ chunk.nd how the final result