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Friday, February 27, 2015

New Keynesian Financial Frictions

Over a year ago, Noah Smith wrote a blog post with an excellent illustration of the first extremely unsuccessful attempted machine gun. The hint was that if at first you don't succeed plausibility might be right around the corner. The post mainly reported a working paper (which has since been revised) by Marco Del Negro, Marc P. Giannoni, and Frank Schorfheide of the New York Fed (pdf warning -- also not light reading). I didn't click the link. I had read a note on the web by Del Negro, Giannoni, and Schorfheide and come to the silly conclusion that they had done something silly. Now 20 months late I finally clicked the link and found the working paper very impressive. As Noah explains
The model they use is a combination of two existing models: 1) the famous and popular Smets-Wouters (2007) New Keynesian model that I discussed in my last post, and 2) the "financial accelerator" model of Bernanke, Gertler, and Gilchrist (1999). They find that this hybrid financial New Keynesian model is able to predict the recession pretty well as of 2008Q
4. Importantly, the forecasts (of the current version) are based on parameter estimates using data available December 2008, so not including 4th quarter 2008 GDP but including the differential between Baa corporate bonds and the Treasury 10 year rate. The model correctly forecasts a deep recession followed by a sluggish recovery. I want to raise a quibble mostly with Smets and Wouters (SW) . In Smets and Wouters (2007) (SW 2007) they assert that they have already considered financial frictions as in Bernanke, Gertler, and Gilchrist (1999)
Finally, the disturbance term [epsilon^b] represents a wedge between the interest rate controlled by the central bank and the return on assets held by the households. A positive shock to this wedge increases the required return on assets and reduces current consumption. At the same time, it also increases the cost of capital and reduces the value of capital and investment, as shown below.3 This shock has similar effects as so-called net-worth shocks in Ben S. Bernanke, Gertler, and Simon Gilchrist (1999) and Christiano, Roberto Motto, and Massimo Rostagno (2003), which explicitly model the external finance premium.
The paragraph explains a FOC for optimal consumption (an Euler equation). It it the real interest rate considered by consumers is the federal funds rate minus the expected inflation rate plus this disturbance term epsilon^b. That would be correct if this were a safe real interest rate. A risk premium which has something to do with risk would not appear in the Euler equation that way. IIRC the risk premium in Bernanke Gertler and Gilchrist doesn't affect consumption at all -- it is the difference between interest charged on loans to firms and interest paid to consumers (consumers get the risk free rate). In fact, consumers do not need to bear the risk of possible bankruptcy of firms. Optimization implies that the Euler equation holds for all assets including Treasury bills or, once they were introduced TIPS. It implies expected return differentials on all assets via the consumption CAPM. The SW 2007 risk premium is also paid by firms as in Bernanke, Gertler, and Gilchrist (1999). But if SW already consider a risk premium motivated by reference to Bernanke, Gertler, and Gilchirst (1999) what do Del Negro, Giannoni, and Schorfheide write about the epsilon^b disturbance in SW 2007 which also appears in their model relabeled simply "b"
The exogenous process [b_t] drives a wedge between the intertemporal ratio of the marginal utility of consumption and the riskless real return [R_t - 􀀀Et[ pi_(t+1)]], and follows an AR(1) process with parameters [rho_ b] and [ sigma_b].
This is in section "2.1.1 The SW Model" the term b_t is justified simply because it appears in SW 2007. No explanation for whey there is such a wedge is given (nor is it easy to imagine one when presenting a model with a non-liquidity constrained representative consumer). In contrast the interest rate paid by firms includes a term which really does correspond to the external finance premium in Bernanke Gertler and Gilchrist (1999). I can't manage the notation with plain ascci it is The expected nominal interest rate paid by firms minus the safe interest rate is equal to b_t plus a constant times the (debt+equity) to equity ratio plus the dispersion of ability across entrepreneurs. Or in other words the differential is equal to a log linear approximation of the external finance premium as modelled in Bernanke Gertler and Gilchrist (1999) plus the disturbance term which Del Negro, Giannoni, and Schorfheide call b and which SW call epsilon^b and which SW justify with a reference to Bernanke, Gertler and Ghilchrist (1999). There is still no explanation of why it appears in the Euler equation. OK I trust no one has read this far [text deleted] update: Mark Thoma did it again. I am no longer confident that no one will read this far. I deleted the rest of of this post because it wasn't polite.


Anonymous said...

" It is the real interest rate considered by consumers is the federal funds rate minus the expected inflation rate plus this disturbance term epsilon^b."

Can you please explain what basis assumptions like this have in the real world? Most consumers don't even know what the federal funds rate is in general, let alone what the current rate is.

It is true that ecological modelers often assume impossible knowledge on the part of insects deciding how many eggs to lay and that sort of thing, but this can be justified by evolution tuning instincts over long periods of time. I do not see any analogous process that would give consumers such a sense; instead, I see advertising.

Xenus said...

Why the assumption that consumers get the risk free rate? Won't the risk premium affect both firms and consumers - depending on some kind of elasticity? For consumers borrowing variable rate mortgages, their budget constraint will be affected.
You're right that BGG etc work on costs to firms only.
Also check out research on long-run Bank-Firm lending relationships as another credit market imperfection.

Robert said...

Good point Xenus. In the models consumers are earning the risk free rate on their financial wealth. A key point is that in the models, all consumers are have the same wealth (this is one of the least plausible parts). Therefore they are all net savers.

Indebted consumers paying the mortgage interest rate (which can be risky even if it is fixed if inflation turns out much lower than expected when the contract was signed) don't appear in the model.

Ah mortgages that is a very delicate issue. Housing construction is classified in the data as investment. Borrowing to buy a house is borrowing to invest. The models don't have a housing sector (another implausible part).