@@ -61,7 +61,7 @@ from matplotlib import cm
6161from mpl_toolkits.mplot3d import Axes3D
6262```
636364-## Key Formulas
64+## Key formulas
65656666To start, let $c$ be a real number that lies strictly between
6767$-1$ and $1$.
@@ -73,7 +73,7 @@ $-1$ and $1$.
73737474We want to evaluate geometric series of two types -- infinite and finite.
757576-### Infinite Geometric Series
76+### Infinite geometric series
77777878The first type of geometric that interests us is the infinite series
7979@@ -95,7 +95,7 @@ To prove key formula {eq}`infinite`, multiply both sides by $(1-c)$ and verify
9595that if $c \in (-1,1)$, then the outcome is the
9696equation $1 = 1$.
979798-### Finite Geometric Series
98+### Finite geometric series
9999100100The second series that interests us is the finite geometric series
101101@@ -148,7 +148,7 @@ money (i.e., deposits) in a fractional reserve system.
148148The geometric series formula {eq}`infinite` is at the heart of the classic model of the money creation process -- one that leads us to the celebrated
149149**money multiplier**.
150150151-### A Simple Model
151+### A simple model
152152153153There is a set of banks named $i = 0, 1, 2, \ldots$.
154154@@ -254,7 +254,7 @@ $i=0, 1, 2, \ldots$ is
254254\sum_{i=0}^\infty (1-r)^i D_0 = \frac{D_0}{1 - (1-r)} = \frac{D_0}{r}
255255```
256256257-### Money Multiplier
257+### Money multiplier
258258259259The **money multiplier** is a number that tells the multiplicative
260260factor by which an exogenous injection of cash into bank $0$ leads
@@ -280,7 +280,7 @@ circumstances in which
280280 equal demand** (e.g., prices and interest rates are frozen)
281281- national income is entirely determined by aggregate demand
282282283-### Static Version
283+### Static version
284284285285An elementary Keynesian model of national income determination consists
286286of three equations that describe aggregate demand for $y$ and its
@@ -342,7 +342,7 @@ The expression $\sum_{t=0}^\infty b^t$ motivates an interpretation
342342of the multiplier as the outcome of a dynamic process that we describe
343343next.
344344345-### Dynamic Version
345+### Dynamic version
346346347347We arrive at a dynamic version by interpreting the nonnegative integer
348348$t$ as indexing time and changing our specification of the
@@ -543,7 +543,7 @@ It follows that
543543So if someone has a claim on $x$ dollars at time $t+j$, it
544544is worth $x R^{-j}$ dollars at time $t$ (e.g., today).
545545546-### Application to Asset Pricing
546+### Application to asset pricing
547547548548A **lease** requires a payments stream of $x_t$ dollars at
549549times $t = 0, 1, 2, \ldots$ where
@@ -855,7 +855,7 @@ so $\frac{\partial p_0}{\partial r}$ will always be negative.
855855Similarly, $\frac{\partial p_0}{\partial g}>0$ as long as $r>g$, $r>0$ and $g>0$ and $x_0$ is positive, so $\frac{\partial p_0}{\partial g}$
856856will always be positive.
857857858-## Back to the Keynesian Multiplier
858+## Back to the Keynesian multiplier
859859860860We will now go back to the case of the Keynesian multiplier and plot the
861861time path of $y_t$, given that consumption is a constant fraction