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Theory of Zipf's Law and Beyond (Paperback, 2010 ed.)
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Theory of Zipf's Law and Beyond (Paperback, 2010 ed.)
Series: Lecture Notes in Economics and Mathematical Systems, 632
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Zipf's law is one of the few quantitative reproducible regularities
found in e- nomics. It states that, for most countries, the size
distributions of cities and of rms (with additional examples found
in many other scienti c elds) are power laws with a speci c
exponent: the number of cities and rms with a size greater thanS is
inversely proportional toS. Most explanations start with Gibrat's
law of proportional growth but need to incorporate additional
constraints and ingredients introducing deviations from it. Here,
we present a general theoretical derivation of Zipf's law,
providing a synthesis and extension of previous approaches. First,
we show that combining Gibrat's law at all rm levels with random
processes of rm's births and deaths yield Zipf's law under a
"balance" condition between a rm's growth and death rate. We nd
that Gibrat's law of proportionate growth does not need to be
strictly satis ed. As long as the volatility of rms' sizes increase
asy- totically proportionally to the size of the rm and that the
instantaneous growth rate increases not faster than the volatility,
the distribution of rm sizes follows Zipf's law. This suggests that
the occurrence of very large rms in the distri- tion of rm sizes
described by Zipf's law is more a consequence of random growth than
systematic returns: in particular, for large rms, volatility must
dominate over the instantaneous growth rate.
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