Although the character of the integrated spectrum of a galaxy
 changes radically over the range of the Hubble sequence,
 a revealing result in Fig. 1 is the subtlety of the changes in
 composite spectrum between Hubble types E and Sb.
 Most of the variance  in spectral properties,
 especially in the blue region, occurs among Sc-Irr galaxies.
The only exception is the 
 emission feature,
which is sensitive to stellar population over the  entire range of
types. This statement is quantified in
 Fig. 6 by the clear correlation between EW (
)
 and galaxy morphological type.
 Therefore, it is not surprising that  
 emission-line
luminosity and equivalent width are the most widely adopted star
formation tracers.
The 
 luminosity provides a direct measure
of the global photoionization rate, which can be used in turn to
reliably estimate the SFR in massive (
) stars
by means of the stellar evolution and  photoionization models
previously mentioned.
  
Figure 6: Distribution of 
 emission equivalent width,
binned by RSA Hubble type. The symbol S denotes a Seyfert galaxy.
Extrapolation to a total SFR, integrated over all stellar masses, is
accomplished by adopting a given IMF.
Many IMFs can be approximated as power laws of the form 
 
. In this notation the Salpeter
(1955) IMF is a single power law with 
 = 2.35, while
the Miller & Scalo (1979) function can be fitted by 
 =1.4
(0.1-1 
), 2.5 (1-10 
), and 2.3
(10-100 
 ).
The  ``extended'' Miller-Scalo IMF adopted by
Kennicutt (1983,1994) is similar to the 
Salpeter IMF  above 1 
, but takes into account
the rollover in IMF at lower masses observed in the solar neighborhood:
With this IMF the relationship between the star formation rate and the
 luminosity of a galaxy reduces to a single constant:
To derive with  equations 5-6 a correct SFR
we must consider several factors  that can affect
the 
 flux measured  (see the Praktikum section):
-  the contamination of the 
 emission by nonthermal
  nuclear emission
This is normally not relevant
 because nonthermal nuclear emission  is negligible
 (
 in most of normal spirals.
-  the underlying stellar 
 absorption
 absorption  in the underlying red continuum  should be
small as well since the light at those wavelengths is dominated by G-K
giant stars with a typical absorption  EW of 1-2 Å.
-  the 
 emission in the 
 profile
Average corrections for the larger effects of 
 emission
 are normally applied taking into account that the 
ratio is fairly constant in spiral and irregular galaxies,
spanning the range 0.75-0.95.
In this Praktikum  we analyze high
 resolution spectra (5-7 Å) of galaxies and we not need to apply
this correction because both lines are well separated.
Only  for the Seyfert 2 galaxy we must take into account the
contamination from 
and  perform a gaussian decomposition of the 
line profile.
- absorption by dust.
Extinction is by far the most important source of systematic
uncertainty in the SFR determination, whether measured from
  or from modeling the broad-band colors.
We will discuss this point in detail in another section.