Inferential Statistics Blogpost

• This section contains files, used in my blog on inferential statistics on medium Normal Distribution Blogpost

Housing Values in Suburbs of Boston

• The medv variable is the target variable.
• Data description - The Boston data frame has 506 rows and 14 columns.

This data frame contains the following columns:

• crim
  per capita crime rate by town.
• zn
  proportion of residential land zoned for lots over 25,000 sq.ft.
• indus
  proportion of non-retail business acres per town.
• chas
  Charles River dummy variable (= 1 if tract bounds river; 0 otherwise).
• nox
  nitrogen oxides concentration (parts per 10 million).
• rm
  average number of rooms per dwelling.
• age
  proportion of owner-occupied units built prior to 1940.
• dis
  weighted mean of distances to five Boston employment centres.
• rad
  index of accessibility to radial highways.
• tax
  full-value property-tax rate per $10,000.
• ptratio
  pupil-teacher ratio by town.
• black
  1000(Bk - 0.63)^2 where Bk is the proportion of blacks by town.
• lstat
  lower status of the population (percent).
• medv
  median value of owner-occupied homes in $1000s.

Kaggle link to Boston Housing Dataset