All Questions

1
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1answer
38 views

Stateful Technical Analysis Indicator Libray For Python

I an looking for a TA indicator library in python, that offers indicators you can update with ticks, in contrast to indicators that perform calculations on an entire data set. For example, an RSI ...
0
votes
1answer
31 views

GJR-GARCH model using garchFit function

I'm trying to use the garchFit function described here in order to define a GJR-GARCH model to estimate volatility and then forecast VaR. I tried using ...
0
votes
0answers
51 views

Probability of Default from Altman Z-score

I know how to calculate the PD using the Merton Model, Logit or Monte Carlo Simulation, but how do you go about calculating it from Altman's Z-score? I've read somewhere that it can be done by mapping ...
3
votes
2answers
86 views

Compare two distributions for forecasting returns

Let's imagine that we have two separate models, both used to forecast the return for the next period. Both models are estimated everyday, and both models outputs a probability distribution. How can we ...
-1
votes
1answer
199 views

Probability and statistics in Quantitative Finance

Certain types of traders attempt to repeatedly buy and sell the same asset for a profit over a short time period, such as high-frequency “market makers”. For example, if you can repeatedly sell a ...
-1
votes
1answer
123 views

Equity Derivatives Question [closed]

I'm preparing to take a test on equity derivatives and have met with some difficulty, so I need some help on the following question: Please analyze the following share purchase plan. Assume client ...
0
votes
1answer
63 views

Cross Validation for portfolio optimization

Hi I'm having an explanation like below. I'm trying to find the minimum global portfolio and I found following explanation I need to use validation methods to use the optimal parameters. Also i need ...
3
votes
1answer
84 views

HJM model Baxter Rennie: differentiating the discounted asset price using Ito

From Baxter and Rennie Page 145: $Z(t,T) = exp(\int_{0}^{t}\Sigma(s,T)dW_s - \int_{0}^{T}f(o,u)du - \int_{0}^{t}\int_{s}^{T}\alpha(s,u)duds)$ where $\Sigma(t,T) = \int_{t}^{T}\sigma(t,u)du$ How ...
0
votes
1answer
113 views

Market Making Algorithm/ Strategies

I have been taking a "Trading Strategies" course, but the experience is awful as the instructor barely provides any learning resources. I have an upcoming evaluation on market making algorithm using ...
8
votes
1answer
131 views

Derivation of VIX Formula

I've read a lot of derivations about VIX formula. I can say it is -adjusted- fair strike of variance swap. But I can't see how it goes from variance swap rate to VIX formula. In particular I can't see ...
4
votes
0answers
33 views

Stochastic Long-Run Mean Instantaneous Variance in Heston Model (and extensions)?

I'm working on my dissertation in Financial Economics, focusing on the topic of Stochastic Volatility Jump Diffusion models; and I'm playing around with some ideas for model extensions. In particular, ...
2
votes
0answers
26 views

Which performance evaluation measure to assess “Connectedness Matrix” based porfolios?

1. Question Which performance evaluation measure would be best to assess the portfolios built on 'connectedness matrix'? The connectedness matrix is the concept introduced in the academic paper "...
1
vote
1answer
75 views

Barrier Option Valuation

Good day, A reverse knock-out barrier call option expires worthless if the asset price ever goes above a given barrier level. Calculate the value of this barrier option struck at $K = 3$ with ...
1
vote
1answer
63 views

Hedging strategy for American Option

Good day, I was asked to devise a hedging strategy for an American Option given the following claims. Note, $r=0$ and the underlying stock pays a dividend of $1$ at time $t=1.5$ \begin{...
0
votes
1answer
48 views

Advantage to access “non-display data”?

There's data which is hidden from the exchanges called "non-display data"? For a standard stock day trader, is there an advantage to get that type of data? Can I be in the first people to see the big ...
1
vote
1answer
64 views

Question about Fama Macbeth Regression (Confusion about paper)

I'm reading this paper Zura Kakushadze: 4-Factor Model for Overnight Returns https://arxiv.org/pdf/1410.5513.pdf and I am slightly confused about the methodology of the regressions. It says it uses ...
1
vote
1answer
100 views

Is there an advantage trading options based on deep in the money Open Interest Volume ratio

Problem: Deep in the money options contracts will be assigned at expiration date. Higher Volume ratio of deep in the money contracts at expiration calls or puts leads to day after expiration date we ...
1
vote
0answers
75 views

Using QuantLib Python to value FX options using stochastic volatility

I would like to use QuantLib (and in particular the python wrapper) to value FX option using the Heston model. Thanks to http://gouthamanbalaraman.com and all of the articles therein : in particular ...
1
vote
2answers
91 views

US 10yr future and ED future

If the the duration of a 10yr future is roughly 8 years, I simplistically think that if I go long 10% notional of my portfolio and yields rise 10bps, then my P&L is 8 x -10bps x 10% = -8 bps In ...
1
vote
1answer
90 views

Which data provider do you recommend? [duplicate]

i need to run optimization models and backtests on developed market equities. I have access to Refinitivs Eikon, but it doesnt have a backtest tool and downloading the data is a challenge on his own. ...
1
vote
0answers
23 views

Understanding how to calculate Hedge Fund Net Asset Value (NAV), and getting a better grasp of the business purpose of a Hedge Fund NAV [closed]

Sorry if I sound naïve, but I'm new to the financial field(especially new to quantitative finance). I've seen 2 types of definitions for NAV when I search the internet. NAV = (Assets - Liabilities) ...
2
votes
1answer
56 views

Historical VaR for shares in foreign currency

I'm currently studying John Hull's [1] example on historical value at risk for portfolio consisting of four stock indices. In this example Hull converts the prices of the stock indices to the home ...
2
votes
0answers
20 views

Mixed-Frequency VAR -packages

My intention is to retrieve forecast error variance decomposition from a MF-VAR with no latent processes following Ghysels (2012) https://www.hec.ca/finance/seminaires/Ghysels.pdf I found the ...
1
vote
1answer
42 views

Port a model dependent swaption sensitivity to a new model

I have a short rate model in which I have (among others) the following metric (for leverages) for a swaption : $$L = \frac{\frac{\partial}{\partial r}V_0^{\textrm{Swaption}}}{\frac{\partial}{\partial ...
3
votes
0answers
40 views

Why does risk-neutral price processes do not, in general, compose all arbitrage-free price processes?

I was reading reviewing my mathematical finance notes and I came across a remark I cant understand fully Remark :Contrary to discrete time models, the risk-neutral price processes do not, in general, ...
1
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2answers
213 views

Regularizers to compute Minimum Variance Portfolio weights

I need to compute the mimimum variance portfolio using different regularizers, to compare the results and use validation methods to find the optimal parameters. Currently my work has been performed ...
1
vote
1answer
128 views

Measure of a Brownian motion = normal distribution?

Consider some model where the process increments are normally distributed, e.g. Vasicek: $$dr(t) = \left(\theta - ar(t)\right)dt + \sigma dW(t).$$ We usually say that $W(t)$ is a Brownian motion ...
1
vote
1answer
62 views

How can I calculate the amount of volume to use to ensure highest profit on an arbitrage trade of two Constant Product Market Making exchanges? [closed]

If there exists an arbitrage opportunity between two Constant Product Market Making exchanges, how can you confidently determine the maximum volume to use in order to ensure highest profit? I can ...
1
vote
0answers
40 views

Replicating the EIOPA equity index for the symmetric adjustment of the equity capital charge in Solvency 2

My question is rather specific but I'm wondering if someone might be able to help. In the Solvency 2 framework, the equity capital charge requires to compute a symmetric adjustment which is itself ...
3
votes
1answer
120 views

Differential of integral of Wiener process over time

I am trying to compute this quantity: $\frac{d}{dt}\int_{0}^{t} W_s ds $ Where $W_t$ is a Wiener process. Is there a theorem which tells how this can be computed? I have tried https://en.wikipedia....
1
vote
2answers
71 views

Option value with different spot prices [closed]

I found this post online which is plotting different results for option value and greeks depending on spot price. Why would someone want to do calculate the value of the option with different spot ...
1
vote
1answer
72 views

Compare portfolio variance using different regularizers

I'm given a question like below. Using the 48_Industry_Portfolios_daily dataset: characterize/describe the dataset and focus on the global minimum variance portfolio. Compare the portfolio variance ...
1
vote
0answers
27 views

Granger Causality Equation between daily Carry Trade returns and daily Stock Market returns [closed]

Could someone please kindly help me in regards to a question on the Carry Trade. What is the most widely used equation for the carry trade including the funding and investment currency and what ...
1
vote
0answers
38 views

Standard GARCH(1,1) model with external regressors

I have a queastion how does a standard GARCH(1,1) model with external regressors in mean and variance euqations look like ? I know that standard GARCH(1,1) model without external regressors has the ...
2
votes
0answers
55 views

Alpha decay for strong vs weak signals

Assuming you are computing alpha decay similarly to shown here (e.g., exponential decay of the information ratio with lagged signals). I'm wondering whether it is preferable to treat strong vs weak ...
0
votes
0answers
49 views

Nonlinearity in returns?

Reading academic papers on hedge funds, I find that many authors saying that hedge fund returns are often non-linear and thus many simple quantitative techniques are not suitable. It seems like they ...
0
votes
1answer
120 views

Basic fixed rate bond pricing issue in Quantlib

I'm trying to price a fixed rate bond in Quantlib but the result comes out wrong. I'm trying to price 1Y fixed rate bond: ...
1
vote
0answers
33 views

Rebalancing order on trading pairs

I'm working on a program to rebalance my portfolio among a set of crypto assets. Though I'm a bit confused on how to best order the buys in sells among the various pairs. Consider the following ...
2
votes
1answer
74 views

Getting $df(t,T)$ when given $d\ln P(t,T)$ and $f(t,T)=-\frac{\partial}{\partial T} \ln P(t,T)$

Let the HJM dynamics of $\ln P(t,T)$ (log of bond prices) given by (In the risk neutral measure ) : $$d \ln P(t,T) = \mathcal{O}( dt) - \sigma_P (t,T) dW(t)$$ Knowing that $f(t,T)=-\frac{\partial}{\...
2
votes
1answer
58 views

Data: Why is a firm stock delisted?

Shumway (1997) highlights that stock returns in cross-sectional portfolio analysis have to be adjusted for firm delistings. The CRSP database maintains a monthly delisting file (msedelist) with ...
1
vote
0answers
59 views

Question on bond pricing [closed]

Excuse my naivete, but I have a simple bond math question. I was asked to calculate the duration for a 10 year bond at 12%, with a refinance at year 5 at par, and 20% amortization. I started by ...
1
vote
0answers
28 views

Correct beta weighted delta options formula?

Is this the correct formula for beta weighted delta: http://www.nishatrades.com/blog/beta-weighted-delta I've seen this What is the formula for beta weighted delta and gamma? but they seem to be ...
1
vote
1answer
54 views

Explicit Euler stability for the Heat Equation (FDM)

Why the Explicit Euler scheme for the Heat Equation is stable only if $k \leq h^2/2$ ? Here is the difference equation: \begin{equation} \frac{U_j^{n+1}-U_{j}^n}{k} = \frac{1}{h^2}(U_{j+1}^n-2U_j^n+...
1
vote
0answers
65 views

Mixed local-stochastic volatility model in Quantlib

At a conference the speaker mentioned that it is a standard approach today to use a mix of local and stochastic volatility model in equity, FX and interest rates. Can you please suggest the most ...
2
votes
0answers
27 views

Flattening a Credit Loss Curve

I have a credit loss curve for 36 months and I want to transform that curve into a 20 months curve without changing its final loss. My credit loss vector is a % of unpaid principal balance in a ...
4
votes
1answer
128 views

Optimal Portfolio from Efficient Frontier

I found this code on plotly site, using CVXOPT to find the efficient frontier, and then, the optimal Portfolio. The optimal function is ...
1
vote
1answer
67 views

Volatility surface tenors

I don't think this has been asked before, but are the tenors on a volatility surface out of spot date for the currency pair or out of value T+0?
0
votes
0answers
28 views

QuantLib FuturesRateHelper how do I input Future type = 'ASX', the 'IMM' date check is causing Runtime Error

How do I input Future type = 'ASX', the 'IMM' date check is causing Runtime Error future_maturities 1 2019-06-14 2 2019-09-13 3 2019-12-13 4 2020-03-13 5 2020-06-12 6 2020-09-11 ...
1
vote
0answers
25 views

The Free Boundary SABR: Natural Extension to Negative Rates

In the paper by Antonov, Konikov and Spector An alternative approximation for the SABR model is presented. I'm interested to implement the formula for the ATM swaptions implied volatilities in the ...
3
votes
1answer
156 views

Why is it more accurate to simulate ln(S) rather than S?

Let's take a process $S$ that satisfies: \begin{equation} dS = \mu S dt + \sigma S dz \end{equation} with $dz$ a Wiener process, $\sigma$ the volatility of $S$, $\mu$ the expected return of $S$. From ...

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