You need to have web server role (IIS) installed. WebAdministration is a module. So, use Get-Module -ListAvailable
Also, looks like these cmdlets are available only on Windows Server 2008 R2 or with IIS 7.5. So, if you have IIS7.5 on Windows Server 2008, these cmdlets will be available.