App Annie published a five year projection for app store revenue. They believe revenues will reach $139 Billion in 2021(!), a CAGR of 18%. Note this projection includes non-Google Android (AOSP) stores in China and some emerging markets. Ad revenues are NOT included.
You can download the full report here.