How to install boost libraries?

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Issue

Trying to install a package gives the following error :

checking for boostlib >= 1.34... configure: error: We could not detect the boost libraries (version 1.34 or higher).

Environment

Red Hat Enterprise Linux 5
Red Hat Enterprise Linux 6

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