January 12, 2018 – LCD News – Golub: Middle market companies see 4Q revenue, earnings growth

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January 12, 2018 – The Wall Street Journal – Middle-Market Private Companies Earnings Growth Surged in Q4

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January 11, 2018 – CNBC – Great earnings expectations: What to expect from earnings season

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January 2018 – Creditflux – US mid-market earnings grow 12.8% in Q4 2017, up from 4.9% in Q3

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