Questions tagged [reference-request]

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Machine/Deep Learning for Exotic Option Pricing - Reference Request

Exotic options, in general, have very time-consuming valuation models. I believe in recent years there has been some research done on using supervised machine/deep learning to predict the valuation ...
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1answer
62 views

Looking for a good introduction to modelling ARCH-type models

I am starting to think about my dissertation topic for my undergraduate degree. I am interested in comparing volatility of stock indices during COVID-19 to the years leading up to the pandemic. I have ...
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2answers
132 views

Starting Point for understanding Financial Theory for a Statistician

I am a Master’s student in Statistics who is interested in the field of Financial Modelling. I have very little experience or knowledge of Finance and have mostly worked on introductory projects in ...
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3answers
1k views

What is a canonical book or article to learn pair trading?

Can someone suggest a resource with a clean cut explanation of pair trading?
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0answers
137 views

Other statistical financial modeling textbooks like Risk and asset allocation by Attilio Meucci

I recently read about the book (Risk and asset allocation) written by Attilio Meucci and I found those statistical modeling and inference methods quite robust in my point of view, although there are ...
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1answer
91 views

Mathematical proof that the covariance between two portfolios is $w_A^\top\Sigma w_B$

How to prove in a line-by-line derivation that the covariance between two mean-variance efficient portfolios is equal to $$w_A^\top\Sigma w_B$$ where $w_i$ is a unique portfolio weight vector, and $\...
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1answer
75 views

Efficient frontier portfolio's analytical solution for a given expected return $r$

$$\begin{equation} \boldsymbol{w}(r) = \frac{r\mathbf\Sigma^{-1} \boldsymbol{\mu}}{\boldsymbol{\mu}^{\top} \mathbf{\Sigma}^{-1}\boldsymbol{\mu}} \end{equation} $$ is the closed-form analytical ...
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0answers
89 views

Long-Term Energy Price Modelling: Log Returns, Distributions, Time-Weighting

I wish to forecast energy prices in the long-term (ca. 20 years) for energy-efficiency investments. While I understand that the energy carriers are particularly sensitive to external (geo-political) ...
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1answer
53 views

Alternative low-moment measure of skewness

$$ \widehat{\text {Skew}}_{i, t}=\frac{3 \cdot\left[\hat{\mu}_{i, t}-\operatorname{median}\left(r_{i, d, t}\right)\right]}{\hat{\sigma}_{i, t}} $$ is called Low Moment Skewness by Baltas and Salinas (...
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2answers
211 views

Good references on PNL explain?

Can anyone share good references for how PNL explain should be calculated and presented for the best use of a derivatives trading desk?
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2answers
107 views

Proof of Feller condition for CIR square root process. Any reference?

Could you please give me some reference for the proof of the so-called Feller condition as to a stochastic differential equation of the form: $$dr_t=a(b-r_t)dt+\sigma\sqrt{r_t}dB_t\tag{1}$$ with $\...
5
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1answer
286 views

Comprehensive List of Regime Switching/Change-Point Detection Models

I am looking for a comprehensive list of regime switching/change point models/techniques which can be used to model different regimes / change points in financial time series. What I found so far are: ...
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0answers
49 views

Concentration of measure phenomena in financial mathematics

Concentration of measure is a small area of statistics and probability theory that proved inequalities regarding the statistical properties of sets of random variables that exclude one of those random ...
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0answers
47 views

Spectral clustering in finance

What are some examples of applying spectral clustering to financial times series data or other areas of finance? Why spectral clustering was used for each application rather than other types of ...
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1answer
53 views

Clustering the observations in a price or returns series [closed]

Given one stock, what value would there be in clustering the individual sample observations within that stock's historical prices series, or its return series? is univariate clustering done in finance?...
4
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1answer
128 views

Which references would be useful as an introduction to econometrics as it pertains to CONTINUOUS TIME models?

It seems like the problem of trying to estimate model parameters for continuous time models is not commonly covered in standard econometric textbooks, even those focusing on time series. I certainly ...
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24 views

Symbol for the feasible set of portfolios in mean-variance analysis?

When we optimize some mean-variance efficient portfolio, it lies on the efficient frontier (blue line) which is considered superior to the feasible set of portfolios. The feasible set (red dots), on ...
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1answer
46 views

Book/Reference on LEAPs/ Long dated options

Can anyone suggest a book on pricing and trading in LEAPs / Long dated options (maturity atleast 6 months )or a generic book which covers this topic in great detail. I’m specifically looking at how ...
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0answers
43 views

Source on multivariate correlated geometric Brownian motion returns, not prices

Can anyone provide a source that formulates how to generate multivariate geometric Brownian motion returns using the Cholesky method with target correlation matrix, instead of correlated GBM prices? ...
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0answers
92 views

Where could I get a mathematical background on circular arbitrage?

I am particularly interested in the dependence of profit on the path length (the number of intermediate currencies) and graphical models / algorithms. More specifically: How can we model currency ...
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1answer
98 views

What are some of the more Math-oriented professional certificates in Finance? (more math-oriented than CFA) [closed]

What are some of the more Math-oriented professional certificates in Finance? In particular, I'm interested in learning about professional certificates that are more Math/Statistics-oriented than the ...
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1answer
122 views

Reference request for AI / deep learning for finance

Are there any particular references that are recommended for learning about AI / deep learning and how to apply them to quant finance? I have written programs that price options, done sentiment ...
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2answers
89 views

References for Counterparty Credit Risk, especially derivatives exposure

I fortunately landed an internship in Model Risk Management in one of the largest European Banks and now am looking for good references for Counterparty Credit Risk, especially derivatives exposure, ...
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0answers
94 views

How to implement copula portfolio optimization?

This a reference request for any python notebooks, packages or blogs that teach how to do asset allocation using multivariate copulas. How can copula portfolio optimization actually be implemented in ...
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1answer
197 views

ETF pricing papers

May I request for research paper recommendations, if any, on existing models that study how the presence of ETFs affect equilibrium prices of the underlying assets? I am exploring a project on a ...
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0answers
69 views

Any books on systematic investing in credit securitized products (RMBS, CLO)?

I'm looking for books/research papers that would have information on systematic strategies used in the Credit Securitized products space (specifically RMBS, CLO, etc.), if there are any? I've been ...
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2answers
247 views

Forecasting volatility farther ahead with autoregressive machine learning

ARIMA and GARCH are old news for predicting volatility time series of asset returns. I am aware of papers that replace ARIMA and GARCH with machine learning algorithms to predict financial volatility ...
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3answers
1k views

Extreme Value Theory in Risk Management

1 - I am trying to understand the concept of EVT and how we are able to calculate VaR and ES from that. I would like to understand the maths in more detail. 2 - If I have a portfolio of Long and ...
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4answers
12k views

Is statistical arbitrage on FX possible?

Do you know of any papers which consider pairs trading (or statistical arbitrage) on foreign exchange? I couldn't find any. I asked this question on several forums and got no reply. Thus, I guess ...
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0answers
23 views

Portfolio models that maximize cumulative returns

Portfolio optimization typically looks at minimizing portfolio volatility, or maximizing the portfolio's Sharpe ratio (risk-adjusted return), but are there any recent, reasonable approaches to ...
4
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3answers
430 views

Basics of trading strategy development

I am Computer engineer and I know programming in python, go-lang, C++, I am interested in trading, I know how to make system to get data, send orders, back-test, fault-tolerance system, etc I have ...
6
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3answers
378 views

Asset pricing textbooks

What are some asset pricing textbooks that give a solid introduction into the field? I suggest one textbook per answer with a list of its pros and cons.
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1answer
96 views

Book/ Articles recommendation for Volatility models

I am looking for references on volatility models. I want to gain more insights on these models but have a little background as of now. Thus, looking for references that can pick the topic from basics ...
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1answer
72 views

Reference of using $\mu = \frac{1}{T}(\log K - \log S_0)$ in binomial tree model

Notations: Given a binomial tree with $N$ periods and time to maturity $T,$ let $\Delta t = T / N.$ It is well-known that CRR uses the up and down multipliers as $$u = e^{\sigma\sqrt{\Delta t}} \...
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1answer
52 views

Canonical text on numerical PDEs in finance

I am looking for a text similar to Glasserman's Monte Carlo Methods in Financial Engineering, but with a focus on numerical methods for PDEs. Glasserman's book seems to cover a lot for what is ...
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0answers
24 views

Fama Foundations of Finance today

Which could be a recent equivalent of Fama's book Foundations of Finance? By "equivalent" I mean a book which is rigorous, but without being a book on stochastic calculus; which is focused on stock ...
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1answer
117 views

Where can one get data concerning ETF holdings and changes in their holdings?

I am trying to write my masters thesis in finance and my topic will be ETF related. I wanted to ask whether it is possible to find data for an empirical analysis for my thesis. I have been searching ...
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0answers
62 views

Intraday volatility measures in comparison to end of day measurement

I'm experimenting with Parkinson's Number and the Garman-Klass estimator I'm wondering what the appropriate number of days to sample over, is the number over 1-day useful at all, or should one take it ...
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1answer
29 views

Reference for “an increase in volatility increases value/price of american options”

I'm looking for a textbook/journal article reference for the well-known result that an increase in volatility increases the value/price of a standard American (call and put) option. In the case of ...
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0answers
5k views

Bridgewater's Daily Observations

Bridgewater Associates send out Daily Observations to their clients, but I haven't found many traces of these publications online. The series started some 40 years ago by Ray Dalio, and there're just ...
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1answer
160 views

Fixes of quadratic utility when probability of decreasing utility is large

In finance and specifically portfolio theory, a popular utility function is quadratic utility $$ u(x)=x-\frac{\lambda}{2}(x-\mu_X)^2 $$ where $x$ is wealth and $\lambda$ is the parameter of risk ...
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0answers
66 views

HJM Model proofs

I am looking for a source that possibly has the proofs for the material in the first paper on the HJM model Heath, David, et al. “Bond Pricing and the Term Structure of Interest Rates: A New ...
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1answer
185 views

Portfolio optimization w.r.t. value at risk: introductory or survey references

I am looking for references introducing the problem of portfolio optimization when the target characteristic is value at risk. A textbook treatment would be great. Surveys on the topic are also ...
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1answer
2k views

Shape and geometry of the yield curve

Let the initial yield curve $T\mapsto y(0,T)$ be given for a term structure family of bonds $B(0,T)$ having different maturities. I am trying to figure out the geometric properties of the yield curve. ...
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0answers
50 views

Who came up with 3/2 SV model

Sorry, not a very quantitative question, but does anybody know who was the first person to write down and publish the 3/2 stochastic volatility model? I need this for a reference/bibliography.
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2answers
117 views

What's some good literature for Fourier transform methods?

I am looking for literature on Fourier methods in Quantitative Finance. I've been googling and found the book "Fourier Transform Methods in Finance" (Wiley), but the book seems poorly reviewed. ...
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2answers
163 views

What are the quantitative approaches to quantify credit risk for Private Equity and Real Estate?

What are some quantitative approaches to estimating credit risk for investments that aren't publicly traded, such as private equity and direct real estate? I'm particularly interested in estimating ...
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1answer
3k views

What are the textbooks used to teach Quantitative Trading at universities?

For example, Stanford has a class (STATS242 - Algorithmic Trading and Quantitative Strategies) on quantitative trading. But i am not able to determine what are the textbook(s) used in this course. The ...
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2answers
485 views

Strategic asset allocation research

I am currently trying to form an overall asset allocation strategy which combines base strategic allocation and tactical shifts. My model already incorporates the tactical shifts using various factors ...
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0answers
160 views

Practical Skew Model For Equity Options?

I'm looking for a simple model I can use to calibrate equity implied volatility surface. There are several models published in the literature, and most of them seem far too sophisticated for my ...