The formulas are written in patsy. When writing your formulas, use NumPy functions whenever you can.
np.log
np.sqrt
np.power(x,2)
for the square of x. Using x*x
does not work!a:b
means only the cross effect a
multiplied by b
.stuff * other
means stuff + other + stuff:other
.