1. Introduction
1.1 Why?
1.2 No Arbitrage


2. State Price Assets
2.1 Introduction to State prices
    Contingent Claims
    State Assets
    Risk free assets and state prices
    State prices in discrete space
2.2 Numerical example of state prices
    Finding State Prices
2.3 Incomplete markets
2.4 Summary
2.5 Resources


3. Stochastic Discount Factors
3.1 Introducing Stochastic Discount Factors
3.2 Constructing the SDF
    Complete Markets
    Incomplete Markets
3.3 Reminder
3.4 SDF Assumptions
    Free Portfolio Formation
    Law of One Price
    Incomplete Markets
3.5 Completing Markets in Continuous State Space
3.6 Introducing Time
    Filtration
    Martingale
    Conditions


4. SDF and Utility
4.1 Utility functions
4.2 Utility based basic pricing equation
4.3 Complete markets
4.4 Power Utility
4.5 Types of model
4.6 One asset and two investors
4.7 Explaining Empirical Data
    Data Challenges
    Habit Formation


5. Risk, Return and Correlation
5.1 General Equilibrium Models
5.2 Beta Representation
5.3 Covariance and SDF
5.4 Mean-Variance Frontier
5.5 Orthogonal Decomposition
5.6 2 Fund Theorem
5.7 Building an SDF from the market portfolio
5.8 Bounds on the SDF
5.9 Factors
5.10 Risk free
5.11 Conditioning


6. SDF links to CAPM, NPV, Certainty Equivalence, Risk Neutral Pricing
6.1 Capital Asset Pricing Model (CAPM)
    Introduction
    Derivations
    Applications
    Assumptions and Value Functions
6.2 Linearizing Nonlinear Models
    Stein’s Lemma
6.3 Intertemporal CAPM (ICAPM)
6.4 Arbitrage Pricing Theory (APT)
6.5 APT vs. ICAPM
6.6 Conclusion
6.7 Net Present Value
6.8 Risk Neutral Probabilities
6.9 Real World Probabilities
6.10 Certainty Equivalent Values
6.11 SDFs: Bridging Approaches


7. Generalised Method of Moments
7.1 Generalized Method of Moments (GMM)
7.2 Applying GMM
7.3 Choosing the weighting matrix
7.4 Cross-Sectional and Time Series Regression
7.5 GLS Cross-Sectional Regression
7.6 GMM and stochastic discount factors
7.7 GMM Summary


8. Empirical Facts
8.1 Empirical Equity Risk Premiums
8.2 Estimation Approaches: Historical Premiums
8.3 Estimation Approaches: Survey and Manager Premiums
8.4 Estimation Approaches: Implied Premiums
8.5 Empirical Work in Asset Pricing
8.6 Empirical Properties
8.7 Empirical Factor modelling


9. Bonds
9.1 Bonds
9.2 Vasicek Model
9.3 Cox-Ingersoll-Ross (CIR) Model
9.4 Multifactor Affine Model


10. Options
10.1 Financial Options
     Method 1 - Solve the SDF forwards
     Method 2 - Solve the PDF Backwards
10.2 Comments on Option Pricing
10.3 Good Deal Bounds
10.4 Real Options
10.5 Discount Rates and Real Options
10.6 Valuation Approaches
10.7 SDFs and Real Options


11. Model Building
11.1 Model Building
11.2 Multivariate Log-Normal Model
11.3 Mean reversion and forwards
11.4 Mean reversion, forwards and risk premiums
11.5 Mean reversion and beta
11.6 Exchange Rates

Main Reference Book
Asset Pricing: John H. Cochrane: ISBN 9780691121376