Hald.Cement | R Documentation |
The data in this data set is from a study in 1932 where they measured the heat evolution during the hardening of Portland cements. The measurements were taken from cement of varied compositions.
Hald.Cement
A data frame with 13 observations (rows) and 5 variables (columns).
Column name | Data type | Description | Values | |
[,1] | Y | numeric | The evolved heat in calories/gram | (72.5 - 115.9) |
[,2] | x1 | numeric | Percentage of 3CaO.Al2O3 | (1 - 21) |
[,3] | x2 | numeric | Percentage of 3CaO.SiO2 | (26 - 71) |
[,4] | x3 | numeric | Percentage of 4CaO.Al2O3.Fe2O3 | (4 - 23) |
[,5] | x4 | numeric | Percentage of 2CaO.SiO2 | (6 - 60) |
The last 4 columns, x1
, x2
, x3
and x4
, give the
percentage of the weight of the given chemical compound in the clinkers. The
clinkers are the residue/leftovers from burnt coal.
Woods, H., Steinour, H. H. and Starke, H. R. (1932) Effect of composition of Portland cement on heat evolved during hardening. Industrial Engineering and Chemistry, 24, 1207 - 1214.
# A short summary of the variables
summary(Hald.Cement)
# Linear model
lm(Y ~ x1 + x2 + x3 + x4, data = Hald.Cement)
# Scatterplot matrix of the variables
pairs(Hald.Cement[,2:6])
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