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Calculate Sharpe Ratio, Annualized Return, and Volatility for Uneven Cashflows and Mixed Asset Classes?

I am working on a portfolio problem and encountered some challenges related to calculating key performance metrics. I would greatly appreciate any guidance on the following: Say, I started with an ...
Starlord22's user avatar
1 vote
1 answer
184 views

How to create a long-short portfolio on an academic basis

This question may have been asked before, but unfortunately the answers didn't help me very much. It's about how to create long short portfolios. In the papers you often read that they have created ...
Michael123's user avatar
4 votes
3 answers
6k views

mean-variance optimization === max sharpe ratio portfolio?

Noobie here. I just wanna ask a simple question: in the context of portfolio optimization, is Mean-Variance optimization the same as the max sharpe ratio portfolio?
Nygen Patricia's user avatar
0 votes
0 answers
62 views

Correct way of making sharpe optimized portfolio?

I have monthly returns of about 977 securities of past 10 years. If I keep the returns as it is i.e. I do not multiply by 100 and keep the returns as 0.1, 0.2 , -0.3, 1.2 then I get different results ...
Stupid_Intern's user avatar
2 votes
0 answers
61 views

Do options have diversification benefit?

Imagine the universe where we have one investable volatile asset but with an available liquid options chain for it. The question: can a portfolio consisted of this asset, and some options have any ...
Nikolay Rys's user avatar
1 vote
0 answers
111 views

From annualized Sharpe Ratio to number of daily losses

I have seen a few statements that link a particular annualised Sharpe Ratio to the likely frequency of 'loss day' across a given period: e.g. "A annualised Sharpe Ratio of X, implies the ...
tfb's user avatar
  • 33
-1 votes
2 answers
798 views

calculating sharpe and sortino ratio given monthly returns [closed]

suppose I have (fictitious) monthly returns: ...
VBACODER's user avatar
  • 101
2 votes
0 answers
56 views

Question on the details of certain parameters in Sharpe Ratio [closed]

I'm puzzled about certain parameters in calculating the annualized Sharpe Ratio using monthly return data. Average excess return: Does this mean the arithmetic average of all the monthly excess ...
Daniel's user avatar
  • 21
0 votes
1 answer
663 views

Which riskfree rate to use for Maximum Sharpe Ratio Portfolio?

I am conducting out of sample backtests of the MV framework. But how exactly do I derive the Maximum Sharpe Ratio portfolio for this? The standard forumula of the Sharpe Ratio is given by: $$\frac{(...
Dirty Dan's user avatar
0 votes
1 answer
216 views

ESG Style Analysis

Hi all and thank you in advance. Do you think that implementing a style analysis on ESG equity portfolios is feasible? When I mean style analysis I refer to the seminal paper of Sharpe (1992) but I ...
wanna_be_quant's user avatar
2 votes
1 answer
113 views

Is there any way to compare portfolios created using sharpe optimization model?

I created different portfolios using sharpe portfolio optimization model and I want to know is there any way to compare those portfolios before actually investing in them?
Stupid_Intern's user avatar
1 vote
0 answers
165 views

Annualizing Sharpe Ratio using small time frames

I have coded a strategy that works 5m time frame. I know you multiply it by 252 but i am using 5m or sometimes 1h time frame. Which number do i have to chose to multiply? There are 72576 five minutes ...
Don Coder's user avatar
  • 139
7 votes
1 answer
556 views

Alternative relative performance measure to Sharpe ratio for non-IID return

The Sharpe ratio is often used to compare the relative performance of portfolios despite its IID-assumption for the returns being violated. I can find ample warnings about the consequences of ...
David Newton's user avatar
2 votes
0 answers
398 views

Given multiple strategies with their ER, volatility, how would I calculate the combined Sharpe?

Without knowing the actual daily returns, I have a table something like this: ...
Eric's user avatar
  • 21
0 votes
2 answers
786 views

Geometric Sharpe ratio

I'm computing different metrics for mutual fund performance. I want to use classic Sharpe ratio, but I also got to know there is geometric Sharpe ratio. Unfortunately I didn't find enough info about ...
Andrew's user avatar
  • 85
2 votes
0 answers
51 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 "...
Eiffelbear's user avatar
0 votes
0 answers
244 views

Another variation of the 'Sharpe ratio' in CVaR-based portfolio optimization?

Question What is the ratio S(p) shown below? Do we have a name for it like 'Sharpe ratio'? The ratio above is introduced in the academic paper Optimal portfolio selection in a Value-at-Risk framework ...
Eiffelbear's user avatar
2 votes
0 answers
425 views

Maximum Sharpe Ratio Portfolio

Conceptually, what are the drawbacks / unforeseen risks of running a portfolio whose weight are derived from what would have maximised the sharpe ratio over the previous time period (last 30 days) ?
Julien Tabulazero's user avatar
2 votes
0 answers
2k views

How to calculate "Differential Sharpe ratio"?

Instead of using the "sliding the time window" method of calculating the sharpe ratio under online framework, they've defined "differential sharpe ratio" as such But under equation 5, you can ...
Kevvy Kim's user avatar
  • 173
2 votes
0 answers
1k views

Calculating Ex-Post Sharpe Ratio

I'm trying to calculate an Ex-Post Sharpe Ratio for my portfolio and I would appreciate verification I'm doing it correctly. I have my portfolio's daily returns in one column and my benchmark's ...
Tyler's user avatar
  • 21
4 votes
5 answers
1k views

Logic behind sharpe ratio

I have a confusion regarding how the sharpe ratio is derived. My question is why the denominator contains the standard deviation of returns of portfolio? I mean why did someone came to this conclusion ...
uchiha.itachi's user avatar
3 votes
1 answer
399 views

Proof that Sharpe ratio of the benchmark is related to the maximal information ratio and Sharpe ratio

I understand the economic logic behind it, that the active portfolio with the highest information ratio will also have the highest Sharpe ratio, but I can't see how $SR_B^2 = SR_P^2 - IR^2 $
user1627466's user avatar
1 vote
1 answer
438 views

Simple Sharpe Ratio Question Related to Trading Strategy

Given a price vector $(p_1,p_2,...,p_n)$ for some stock, then the corresponding return at $k$th day is described by $$ R_k = \frac{p_{k+1} - p_k}{p_k} $$ On the other hand, let $W_k$ be wealth at day ...
Fianra's user avatar
  • 113
1 vote
1 answer
249 views

Having Difficulty With Sharpe Ratio and Optimal Portfolio

I have begun by using such equations as: By finding the $Rp$ and $\sigma p$ with the weighted values, and then I followed the equation using a value of $.02$ for the fixed asset, $rf$, but this comes ...
David's user avatar
  • 113
6 votes
3 answers
2k views

Sharpe Ratio : why the normalization factor?

I try to understand why a $\sqrt{252}$ normalization factor is useful for Sharpe Ratio: Let's compute the Sharpe Ratio for this imaginary portfolio, for various sampling periods: ...
Basj's user avatar
  • 795
2 votes
0 answers
195 views

Sharpe Ratio for loans

I am trying to calculate the sharpe ratio for a set of loans. These loans have already matured and I know if they were good or not: grades are the different grades of the loans. interest rate is the ...
fabmilo's user avatar
  • 121
3 votes
1 answer
1k views

What is the correct Stutzer index and Sharpe ratio relation, assuming a normal returns distribution?

Assuming the returns distribution is normal, then there is a relation between Stutzer index and Sharpe ratio. However, I found in the following paper 2 different equation: Paper I (page 10-11)‎ ...
pmr's user avatar
  • 335
3 votes
2 answers
4k views

Calculating Geometric mean

I need to annualize daily returns for about 120 firms for over a period of 10 years. I chose to calculate the geometric return because 1) it is the actual return 2) to avoid the asymmetric effect of ...
Gekke Henkie's user avatar