In the graph, red is residential, green is equipment and software, and blue is investment in non-residential structures. So the usual pattern - both into and out of recessions is - red, green, blue.
The dashed gray line is the contribution from the change in private inventories.
Click on graph for larger image.Residential investment (RI) decreased in Q4 (-3.5% annual rate in Q4). Equipment investment increased at a 6.7% annual rate, and investment in non-residential structures decreased at a 4.2% annual rate.
On a 3 quarter trailing average basis, RI (red) is down slightly, equipment (green) is positive, and nonresidential structures (blue) is up slightly.
Recently RI has been soft, but the decrease is fairly small.
I'll post more on the components of non-residential investment once the supplemental data is released.
The second graph shows residential investment as a percent of GDP.Residential Investment as a percent of GDP decreased in Q4, however RI has generally been increasing. RI as a percent of GDP is only just above the bottom of the previous recessions - and I expect RI to continue to increase further in this cycle.
The increase is now primarily coming from single family investment and home remodeling.
I'll break down Residential Investment into components after the GDP details are released.
Note: Residential investment (RI) includes new single family structures, multifamily structures, home improvement, broker's commissions, and a few minor categories.
The third graph shows non-residential investment in structures, equipment and "intellectual property products". Investment in equipment and non-residential structures - as a percent of GDP - were mostly unchanged. 
from Calculated Risk https://ift.tt/2BZe0E3
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