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".

population

sample

mean

mode

quartile

range

interquartile range

sample variance

sample standard deviation

$5-$number summary

boxplot

skewness

kurtois

Gienerate take dara

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

set.seed $(123)$

population$=$round $($runif $)=1,$max$=(10)$

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

ropuration

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 and how the final result

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

auartile

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

interduart$$e range

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

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

sampie variance

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

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

sampie stanaara aeviation

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

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

o$-$number summarv

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

# 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 tyoe $R$ 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