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Tom's Feb 25 edits of supply-demand lecture
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in-work/quantecon_undergrad_notes_tom_3.md

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<!-- #endregion -->
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<!-- #region -->
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$$
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b = \begin{bmatrix} \sqrt{\lambda}b_1 \cr \sqrt{1-\lambda}b_2 \end{bmatrix}
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$$
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# Economies with Endogenous Supplies of Goods
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## Supply
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## Supply Curve of a Competitive Firm
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Start from a cost function
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A competitive firm takes a price vector $p$ as given and chooses a quantity $q$
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to maximize
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$$
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p^\top q - C(q)
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$$ (eq:compprofits)
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where $C(q)$ is a total cost function
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$$
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C(q) = h ^\top q + .5 q^\top J q
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$$
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where $J$ is a positive definite matrix.
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and $J$ is a positive definite matrix.
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The $n\times 1$ vector of marginal costs is
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The $n\times 1$ vector of **marginal costs** is
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$$
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\frac{\partial C(q)}{\partial q} = h + H q
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H = .5 (J + J')
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$$
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The inverse supply curve implied by marginal cost pricing is
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The $n \times 1$ vector of marginal revenues for the price-taking firm is
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$$
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p
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$$
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so **price equals marginal revenue** for our price-taking competitive firm.
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The firm maximizes total profits by setting **marginal revenue to marginal costs**.
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This leads to the following **inverse supply curve** for the competitive firm:
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$$
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p = h + H q
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$$
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## Competitive equilibrium
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### $\mu=1$ warmup
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$$
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p = \mu^{-1} [\Pi^\top b - \Pi^\top \Pi c]
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$$
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$$ (eq:old5pa)
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Equating this to the inverse supply curve and solving
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for $c$ gives
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c = [\Pi^\top \Pi + \mu H]^{-1} [ \Pi^\top b - \mu h]
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$$ (eq:old5p)
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## Digression: A Monopolist Supplier
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Instead of being a price-taker, a monopolist sets prices to maximize profits subject to the inverse demand curve
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{eq}`eq:old5pa`.
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So the monopolist's total profits as a function of its output $q$ is
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$$
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[\mu^{-1} \Pi^\top (b - \Pi q)]^\top q - h^\top q - .5 q^\top J q
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$$ (eq:monopprof)
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After finding the
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first-order necessary conditions for maximizing the above formula for monopoly profits with respect to $q$
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and solving them for $q$, we find that the monopolist sets
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$$
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q = (H + 2 \mu^{-1} \Pi^T \Pi)^{-1} (\mu^{-1} \Pi^\top b - h)
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$$ (eq:qmonop)
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We'll see that the monopolist sets a **lower output** $q$ than does either a
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* planner who chooses $q$ to maximize social welfare
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* a competitive equilibrium
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**Remark:** We can make exercises asking readers to verify the monopolist's supply curve {eq}`eq:qmonop` and the
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## Multi-good social welfare maximization problem
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Our welfare or social planning problem is to choose $c$ to maximize
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We can read the competitive equilbrium price vector off the inverse demand curve or the inverse supply curve.
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<!-- #endregion -->
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## Initial notes to Jiacheng for coding
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