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๐Ÿ’ฐIntro to Mathematical Economics

Key Concepts in Microeconomic Theories

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Why This Matters

Microeconomic theory forms the mathematical backbone of how economists model decision-making at the individual level. You're being tested on your ability to translate economic intuition into formal mathematical frameworksโ€”optimization problems, equilibrium conditions, and comparative statics. These aren't just abstract concepts; they're the tools you'll use to analyze everything from consumer behavior to market failures, and they appear repeatedly in both theoretical proofs and applied problem sets.

The concepts in this guide connect through a unifying theme: constrained optimization. Whether a consumer maximizes utility subject to a budget constraint or a firm maximizes profit subject to technology constraints, the mathematical structure is remarkably similar. Don't just memorize formulasโ€”understand why the first-order conditions look the way they do, and how different market structures change the optimization problem. That's what separates students who struggle from those who excel.


Consumer Decision-Making

The foundation of demand theory rests on modeling how rational agents choose among alternatives. These models assume consumers have well-defined preferences and face resource constraints, allowing us to derive testable predictions about behavior.

Consumer Theory

  • Preference axiomsโ€”completeness, transitivity, and continuity allow us to represent preferences with a utility function U(x1,x2,...,xn)U(x_1, x_2, ..., x_n)
  • Budget constraint p1x1+p2x2โ‰คmp_1x_1 + p_2x_2 \leq m defines the feasible consumption set given prices and income
  • Indifference curves show combinations yielding equal utility; their slope (MRS) equals the price ratio at optimum

Utility Maximization

  • Lagrangian method solves maxโกU(x)ย s.t.ย pโ‹…x=m\max U(x) \text{ s.t. } p \cdot x = m yielding first-order conditions where MUipi=ฮป\frac{MU_i}{p_i} = \lambda for all goods
  • Marginal utility MUi=โˆ‚Uโˆ‚xiMU_i = \frac{\partial U}{\partial x_i} measures additional satisfaction from one more unit; diminishing MU explains downward-sloping demand
  • Marshallian demand xโˆ—(p,m)x^*(p, m) emerges from solving the utility maximization problem and forms the basis for demand curve derivation

Compare: Consumer Theory vs. Utility Maximizationโ€”both address consumer choice, but Consumer Theory establishes the framework (preferences, constraints) while Utility Maximization provides the solution method (calculus-based optimization). FRQs often ask you to set up the Lagrangian and interpret ฮป\lambda as the marginal utility of income.


Producer Behavior and Costs

Firms face a parallel optimization problem: maximize output given inputs, or minimize costs given output targets. The mathematical duality between these approaches is a key insight tested in intermediate and advanced coursework.

Production Functions

  • Functional form Q=f(K,L)Q = f(K, L) maps inputs (capital, labor) to output; common forms include Cobb-Douglas Q=AKฮฑLฮฒQ = AK^\alpha L^\beta and CES
  • Marginal product MPL=โˆ‚Qโˆ‚LMP_L = \frac{\partial Q}{\partial L} shows output gain from one additional unit of labor; diminishing returns occur when โˆ‚2Qโˆ‚L2<0\frac{\partial^2 Q}{\partial L^2} < 0
  • Returns to scale determined by f(tK,tL)f(tK, tL) relative to tf(K,L)tf(K,L)โ€”constant, increasing, or decreasing scale properties affect long-run industry structure

Cost Functions

  • Total cost TC(Q)=FC+VC(Q)TC(Q) = FC + VC(Q) decomposes into fixed costs (independent of output) and variable costs (change with production level)
  • Marginal cost MC=dTCdQMC = \frac{dTC}{dQ} is the cost of producing one additional unit; intersects ATC and AVC at their minimum points
  • Cost minimization via Lagrangian yields MPLw=MPKr\frac{MP_L}{w} = \frac{MP_K}{r}, meaning firms equalize marginal product per dollar across all inputs

Profit Maximization

  • Objective function ฯ€=TRโˆ’TC=pโ‹…Qโˆ’C(Q)\pi = TR - TC = p \cdot Q - C(Q) for price-takers; first-order condition p=MCp = MC determines optimal output
  • Second-order condition requires d2ฯ€dQ2<0\frac{d^2\pi}{dQ^2} < 0, which holds when MC is increasing at the optimal quantity
  • Shutdown rule applies when p<AVCp < AVC in short run or p<ATCp < ATC in long runโ€”negative contribution margin means ceasing production is optimal

Compare: Production Functions vs. Cost Functionsโ€”these are mathematical duals. Production functions ask "how much output from these inputs?" while cost functions ask "what's the minimum cost for this output?" Mastering both perspectives is essential for deriving supply curves.


Market Equilibrium and Price Determination

Markets aggregate individual decisions into collective outcomes. Equilibrium analysis examines when and how markets clear, and what happens when conditions change.

Market Equilibrium

  • Equilibrium condition QD(pโˆ—)=QS(pโˆ—)Q^D(p^*) = Q^S(p^*) defines the price where quantity demanded equals quantity supplied; solve simultaneously for pโˆ—p^* and Qโˆ—Q^*
  • Stability analysis examines whether markets return to equilibrium after shocks; typically assumes excess demand drives prices up, excess supply drives prices down
  • Comparative statics uses implicit differentiation to determine how dpโˆ—dฮธ\frac{dp^*}{d\theta} responds to parameter changes ฮธ\theta (income, costs, taxes)

Demand and Supply Analysis

  • Demand shiftersโ€”income, preferences, prices of related goods, expectationsโ€”move the entire demand curve; mathematically, these are parameters in QD(p;ฮธ)Q^D(p; \theta)
  • Supply shiftersโ€”input prices, technology, number of firmsโ€”affect the supply curve position; changes in these parameters require re-solving for equilibrium
  • Graphical analysis complements algebraic solutions; always check that your mathematical results match the intuition from shifting curves

Elasticity

  • Price elasticity of demand ฮตd=โˆ‚QDโˆ‚pโ‹…pQ\varepsilon_d = \frac{\partial Q^D}{\partial p} \cdot \frac{p}{Q} measures percentage change in quantity per percentage change in price; โˆฃฮตdโˆฃ>1|\varepsilon_d| > 1 is elastic
  • Income elasticity ฮตm=โˆ‚Qโˆ‚mโ‹…mQ\varepsilon_m = \frac{\partial Q}{\partial m} \cdot \frac{m}{Q} classifies goods as normal (ฮตm>0\varepsilon_m > 0) or inferior (ฮตm<0\varepsilon_m < 0)
  • Cross-price elasticity ฮตxy=โˆ‚Qxโˆ‚pyโ‹…pyQx\varepsilon_{xy} = \frac{\partial Q_x}{\partial p_y} \cdot \frac{p_y}{Q_x} identifies substitutes (positive) versus complements (negative)

Compare: Market Equilibrium vs. Elasticityโ€”equilibrium tells you where the market settles, while elasticity tells you how responsive that equilibrium is to changes. When analyzing tax incidence or price controls, you need both: equilibrium for the baseline, elasticity for the magnitude of effects.


Market Structures

Different competitive environments change the firm's optimization problem fundamentally. The key mathematical difference lies in whether the firm takes price as given or chooses it strategically.

Perfect Competition

  • Price-taking behavior means firms face horizontal demand at market price pp; profit maximization yields p=MCp = MC as the supply condition
  • Long-run equilibrium requires p=MC=ATCminp = MC = ATC_{min}, implying zero economic profit and production at minimum efficient scale
  • Allocative efficiency achieved because p=MCp = MC ensures resources flow to their highest-valued uses; no deadweight loss exists

Monopoly

  • Market power allows the monopolist to choose price; faces downward-sloping demand p(Q)p(Q) and maximizes ฯ€=p(Q)โ‹…Qโˆ’C(Q)\pi = p(Q) \cdot Q - C(Q)
  • Marginal revenue MR=p+QdpdQ=p(1+1ฮตd)MR = p + Q\frac{dp}{dQ} = p\left(1 + \frac{1}{\varepsilon_d}\right) lies below demand curve; optimum occurs where MR=MCMR = MC
  • Deadweight loss arises because p>MCp > MC at monopoly output; the welfare triangle 12(pmโˆ’MC)(Qcโˆ’Qm)\frac{1}{2}(p_m - MC)(Q_c - Q_m) measures efficiency loss

Compare: Perfect Competition vs. Monopolyโ€”both maximize profit where MR=MCMR = MC, but for competitive firms MR=pMR = p (horizontal demand), while monopolists face MR<pMR < p (downward-sloping demand). This single difference explains why monopoly output is lower and price is higher than the competitive benchmark.


Strategic Interaction and General Analysis

When agents' decisions affect each other, simple optimization gives way to strategic reasoning. Game theory provides the mathematical framework for analyzing these interdependencies.

Game Theory

  • Normal form representation specifies players, strategies, and payoffs; Nash equilibrium occurs when no player can unilaterally improve their payoff
  • Nash equilibrium formally: strategy profile sโˆ—s^* where ui(siโˆ—,sโˆ’iโˆ—)โ‰ฅui(si,sโˆ’iโˆ—)u_i(s_i^*, s_{-i}^*) \geq u_i(s_i, s_{-i}^*) for all players ii and strategies sis_i
  • Applications include oligopoly models (Cournot, Bertrand), bargaining, and mechanism design; dominant strategy equilibria are stronger but rarer

General Equilibrium Theory

  • Walrasian equilibrium requires prices pโˆ—p^* such that all markets clear simultaneously: โˆ‘ixiโˆ—(pโˆ—,ฯ‰i)=โˆ‘iฯ‰i\sum_i x_i^*(p^*, \omega_i) = \sum_i \omega_i for all goods
  • Welfare theorems establish efficiency properties; First Theorem states competitive equilibria are Pareto efficient under standard assumptions
  • Edgeworth box visualizes two-person, two-good exchange; contract curve shows all Pareto efficient allocations

Compare: Game Theory vs. General Equilibriumโ€”both analyze multi-agent interaction, but game theory focuses on strategic interdependence (my choice affects your payoff), while general equilibrium focuses on market interdependence (prices link all decisions). Oligopoly uses game theory; competitive markets use general equilibrium.


Market Failures and Extensions

When standard assumptions fail, markets may not achieve efficient outcomes. Understanding these failures mathematically helps identify appropriate policy interventions.

Externalities and Public Goods

  • Externalities occur when MSCโ‰ MCMSC \neq MC (negative) or MSBโ‰ MBMSB \neq MB (positive); Pigouvian taxes/subsidies set t=MECt = MEC to internalize external effects
  • Public goods satisfy non-excludability and non-rivalry; efficient provision requires โˆ‘iMRSi=MRT\sum_i MRS_i = MRT, but private markets underprovide
  • Coase theorem suggests bargaining can achieve efficiency regardless of initial property rights allocation, if transaction costs are zero

Risk and Uncertainty

  • Expected utility EU=โˆ‘sฯ€sU(xs)EU = \sum_s \pi_s U(x_s) weights utility across states by probabilities; risk aversion corresponds to concave utility (Uโ€ฒโ€ฒ<0U'' < 0)
  • Risk premium measures willingness to pay to eliminate risk; equals E[x]โˆ’CEE[x] - CE where CECE is the certainty equivalent satisfying U(CE)=EUU(CE) = EU
  • Insurance markets emerge when risk-averse agents trade with less risk-averse parties; moral hazard and adverse selection create market imperfections

Compare: Externalities vs. Public Goodsโ€”both cause market failure, but for different reasons. Externalities involve unpriced effects on third parties (fix with taxes/subsidies). Public goods involve non-excludability preventing markets from forming (fix with public provision). Know which policy tool matches which problem.


Quick Reference Table

ConceptKey Mathematical Tools
Consumer OptimizationLagrangian, MRS = price ratio, Marshallian demand
Producer OptimizationIsoquants, MRTS = input price ratio, cost minimization
Equilibrium AnalysisSupply = Demand, comparative statics, implicit differentiation
ElasticityPoint elasticity formulas, arc elasticity, revenue relationships
Perfect Competitionp=MCp = MC, zero profit condition, efficiency
MonopolyMR=MCMR = MC, Lerner index $$\frac{p-MC}{p} = \frac{1}{
Game TheoryNash equilibrium, best response functions, dominant strategies
Welfare AnalysisConsumer/producer surplus, Pareto efficiency, welfare theorems

Self-Check Questions

  1. Both utility maximization and cost minimization use Lagrangian methods. What is the economic interpretation of the Lagrange multiplier ฮป\lambda in each case, and why does this interpretation matter for policy analysis?

  2. Compare the profit-maximizing conditions for a perfectly competitive firm versus a monopolist. Why does the monopolist's condition involve marginal revenue rather than price, and what does this imply for market efficiency?

  3. If you observe that a 10% price increase leads to a 15% decrease in quantity demanded, what is the price elasticity of demand? Would a firm facing this elasticity want to raise or lower its price to increase revenue?

  4. Explain how the First Welfare Theorem connects perfect competition to Pareto efficiency. What assumptions must hold, and which market failures violate these assumptions?

  5. In a Cournot duopoly, each firm chooses quantity taking the other's quantity as given. How does the Nash equilibrium output compare to the perfectly competitive output and the monopoly output? What economic intuition explains this ordering?