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Optimal weights in portfolio after rebalancing

I have a quite simple question but while looking for answers in research papers I couldn't find anything. The question can be summarized as : if you expect a shock on an asset, why don't you rebalance ...
krauuuus's user avatar
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1 answer
58 views

Analyzing portfolio returns using Fama-French Factors

Here is my problem - I have monthly returns from few portfolios. I also have monthly return from benchmark portfolio. I downloaded F-F 5 factor daily data. Also downloaded Momentum data. Converted ...
deb's user avatar
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What is Ei in paper "How to Combine a Billion Alphas" by Zura Kakushadze? [closed]

I am reading paper "How to Combine a Billion Alphas" by Zura Kakushadze. In the paper, it has Ei which are the expected returns for alphas. It also has Ri hat as follows. I wonder what the ...
Li Mike's user avatar
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1 vote
1 answer
127 views

What is the meaning of Beta of an individual asset in relation to a portfolio, not the market?

Assume I've got a portfolio "A" with an expected return of 14% and a volatility of 20% and my broker suggests to add a new share "H" to my portfolio which has an expected return of ...
j3141592653589793238's user avatar
1 vote
0 answers
125 views

Portfolio construction in the real world [closed]

Good day. I am looking to understand how the portfolio construction process is actually done in the industry. Now, I do not know if there are too many resources on how things are currently being done (...
rodrigo's user avatar
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0 answers
123 views

Combining many trading strategies in an efficient

I have a lot (>50) of back tested (and naively "validated") trading strategies. They trade different ETFs, mostly equities, but also others (like GLD, USO, ...). These are all strategies ...
user947967's user avatar
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0 answers
58 views

portfolio weights based on past returns

In the academic paper Industries and Stock Return Reversals by Hameed and Mian (JFQA,2015) (see picture below), the authors describe a trading strategy based on reversal, which essentially buys past ...
user9875321__'s user avatar
1 vote
0 answers
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How to calculate returns of a portfolio with rebalancing? [closed]

I would like to compare the performance between a portfolio with the 30% of firms in S&P500 that have the highest ESG score to a portfolio with the 30% with the lowest ESG score. Then I would like ...
Jess's user avatar
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4 votes
0 answers
231 views

Principal Portfolios Prediction Matrix estimation (Bryan Kelly)

I have recently discovered Bryan Kelly's paper on Principal Portfolios (https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3623983) and had some doubts about the prediction matrix $\Pi$. He defines $\...
SL133's user avatar
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4 votes
2 answers
398 views

Interpreting Statistically Significant (or Insignificant) Difference in Alpha Between Two Portfolios

Suppose that I have two portfolios: A and B. The factor model used to compare these two portfolios is the same. Now, suppose model A has an alpha of 0.3 while model B has an alpha of 0.8. Assume that ...
testsubject's user avatar
1 vote
0 answers
201 views

Relative Strength in Altcoins compared to Bitcoin

I trade stocks using relative strength analysis compared with S&P index. I was wondering if crypto traders do the same compared with Bitcoin price %change. These coins had a higher %gain than btc ...
mel's user avatar
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1 vote
1 answer
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Literature about optimal number of stocks in a diversified portfolio

Is there any recent paper on how many assets one should consider for portfolio optimization techniques? I found: – https://www.jstor.org/stable/2330969?seq=1#metadata_info_tab_contents – https://...
Barbab's user avatar
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3 votes
3 answers
647 views

Why techniques for portfolio optimization do not take into account the non-fractionability of stock prices?

In a market with 3 stocks: Stock A with price 25.00 USD; Stock B with price 32.50 USD; Stock C with price 50.75 USD; Any portfolio optimization technique results in a vector of asset weights $\...
Barbab's user avatar
  • 171
0 votes
1 answer
103 views

Quantatively identifying stocks to short when overall market starts to roll-over

Lets say we are seeing the market starting to top right now. Obviously, this leads to positioning on the short side. My issue is that I have a wide choice of stocks to short (overwhelmed by choice). ...
cephalopod's user avatar
1 vote
0 answers
117 views

OLPS in real conditions

The Online Portfolio Selection problem has been extensively researched over the years, and various models have been implemented in open-source projects on GitHub. However the theoretical frameworks of ...
Dr. Paprika's user avatar
1 vote
0 answers
189 views

Calendar time portfolio construction

I am writing my master's thesis about analyst star-rankings and whether their recommendations have investment value. For these purposes I am trying to construct calendar time portfolios as it was made ...
Orif's user avatar
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0 answers
75 views

Index to track my portfolio of all ETFs

I have the following portfolio of all ETFs: I am attempting to apply Black Litterman and on the step of calculating market weights. I have the following questions: How can I define what index to use ...
Erdos_x's user avatar
1 vote
0 answers
180 views

Calculating portfolio weights for Black-Litterman model

I am attempting to construct a portfolio using the step by step Black-Litterman model. My idea is to have a portfolio of, say 10 ETF's (equity based) in one sector and then add some uncorrelated asset ...
Ali khan's user avatar
0 votes
1 answer
147 views

Is the portfolio return distribution a weighted combination of individual asset return distributions?

We know that the portfolio expected return is a weighted sum of the individual assets' expected returns (asset means). We also know that the portfolio variance is a weighted combination of the ...
develarist's user avatar
  • 3,000
0 votes
1 answer
128 views

Correlation between mean-variance efficient portfolios

If the covariance solution between the returns series of the minimum-variance portfolio ($A$) and any other portfolio along the efficient frontier ($B$) is $$Cov_{A, B} = \frac{1}{\mathbf{1}^T\mathbf{\...
develarist's user avatar
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0 votes
0 answers
160 views

Maximum expected return portfolio: Lagrangean derivation of closed-form analytical solution

\begin{align} \arg \min_w \enspace & -w^\top \mu \\ \mathrm{s.t.} \enspace & 1_N^\top w = 1 \\ & w_i \geq 0 \enspace \forall i=1,\dots, N \end{align} is the optimization problem for ...
develarist's user avatar
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0 votes
0 answers
121 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 ...
develarist's user avatar
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1 vote
2 answers
338 views

Portfolio selection with no risk-free asset

Can someone explain why some papers on portfolio construction assume that there is no risk-free asset? For example, this paper: Machine Learning and Portfolio Optimization. What could be the reason(s) ...
Qwerty's user avatar
  • 179
1 vote
0 answers
67 views

Selecting the best characteristic portfolio per rebalance date

An investor typically decides a portfolio objective and sticks with that objective for every rebalance date in the portfolio's life. Common characteristic portfolios that the investor chooses are: ...
develarist's user avatar
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2 votes
1 answer
83 views

Is there a sound logic for buying a portfolio of call options in the same ratio as you would buy the underlying shares?

Suppose I believe it would be profitable to build an investment portfolio by investing, say, USD 30,000 in stocks in the following ratio: 30% in shares of CompanyA, 30% in CompanyB and 40% in CompanyC....
twhale's user avatar
  • 331
3 votes
1 answer
484 views

how to construct a diversified portfolio based on correlation

I have a porfolio of indexes and I built up a python model based on spearman correlation (I used a spearman and not a pearson because, after running some test on outliers and normality ...
Luigi87's user avatar
  • 326
1 vote
0 answers
112 views

Can simple risk management outperform portfolio optimization like this, or is there most likely an error?

I am using a simulation approach to compare the performances achievable by simple risk management and portfolio optimization for portfolio selection. My problem is that my results indicate that simple ...
Ali Mustafa's user avatar
2 votes
3 answers
208 views

Dealing with stochastic results of Machine Learning Models

I'm building stock selection models, and pick top 5 and bottom 5 stocks. Given the variability in Stochastic gradient decent results, they keep changing. One way to get consistent results is to use ...
user23564's user avatar
  • 196
8 votes
0 answers
2k views

How good is the inverse-volatility portfolio?

Heuristic portfolio construction techniques include the equally-weighted portfolio (1/N) and the inverse volatility portfolio (IVP), which is based on the low-volatility effect. They can be assembled ...
develarist's user avatar
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0 votes
1 answer
133 views

How would you equally distribute the risk of each stock in a portfolio?

Suppose you have in-sample (IS) and out-of-sample (OOS) daily returns of N stocks (IS and OOS dates are the same for each stock). Suppose you want to calculate return captured each day as x * ret. ...
Denis's user avatar
  • 185
1 vote
1 answer
92 views

Measuring liquiduity of a portoflio of bonds

I'm currently looking into applying bond liquidity out of curiousity. The Method i'm currently using is the Barclays LCS score (live.barcap.com/publiccp/RSR/nyfipubs/barcap-email-mkting/qps/LCS_In-...
Jorisdrees's user avatar
2 votes
0 answers
97 views

Jacobs and Levy: Enhanced Active Equity Strategies

Hello to everyone I am writing because I am having a bit of tough time figuring out how to replicate the constraints for a Portfolio Optimization using the set up from Jacobs & Levy 2006 - '...
renato's user avatar
  • 51
9 votes
1 answer
5k views

How are modern portfolio theory (MPT) and CAPM related?

1. Question In what sense Capital Asset Pricing Model(CAPM) is related with Modern Portfolio Theory(MPT)? Why do we need to check whether the current price of assets is overvalued or undervalued ...
Eiffelbear's user avatar
7 votes
1 answer
377 views

Question about quadratic form of f* in the Continuous Kelly Criterion

I am trying to follow the Optimal Kelly derivation on Wikipedia for two continuous assets: one risky and one risk-free. The derivation begins by assuming that the risky assets follows a GBM (a ...
David Addison's user avatar
0 votes
1 answer
81 views

Country allocation -optimization 3 countries

I have the following problem: an equity portfolio allocated to 3 countries. Each country has an independent indicator (signal) which takes values from -4 to 4. The allocation for each country at ...
E.B.'s user avatar
  • 1
1 vote
1 answer
70 views

Difference between constraining pre and post optimization

What's the implication of constraining the optimized portfolio weights obtained using no constraints vs obtaining the weights with the constraints in the objective? Let the asset returns be ...
Amrit Prasad's user avatar
0 votes
1 answer
1k views

Characteristic Portfolio for an Attribute [closed]

Given a vector of attributes(eg.E/P ratios, betas) for N assets $a^T = {a_1,a_2,...,a_N}$ The exposure of portfolio $h_P$ to attribute a is $a = \sum_{n}a_n h_{P,n}$ Proposition: There is a unique ...
whisperer's user avatar
  • 269
0 votes
0 answers
37 views

How to determine incorporated funds from the CFI

I am making a model for the acquisition of financial instruments, and it is sometimes important (for legal or tax reasons) to be able to determine whether an investment fund is incorporated (SICAV or ...
fralau's user avatar
  • 321
1 vote
2 answers
86 views

What is the return of risky asset in direct utility optimization probem?

I am trying to do this portfolio optimization for a one-month investment between S&P 500 as a risky asset and one risk-free asset: Assume that I have a power utility function, a risk-free rate ...
Novic's user avatar
  • 155
1 vote
1 answer
177 views

Portfolio optimization of unequal length back-tests

I have a portfolio of assets. For each asset I have a back-tested time series of daily profits. I'm tying to optimize, using the correlation of daily returns, to minimize the total draw-down of the ...
G D's user avatar
  • 11
1 vote
0 answers
111 views

Volatility of stocks

I want to build a theoretical Portfolio with markowitz optimization for a course in University. The task is to build a Portfolio with low risk. So i want to do a CPPI strategy. Now the stock part of ...
user2968163's user avatar
1 vote
1 answer
105 views

Analyzing stock performance - keep companies after bankruptcy?

I am currently analyzing the performance of stocks with high/low corporate social responsibility rating. Some companies went bankrupt during the observation period and I wonder how long I should keep ...
Hans Leifson's user avatar
2 votes
1 answer
3k views

Calculate Returns of Momentum Strategy (Overlapping Portfolios - Jegadeesh and Titman 1993)

I want to implement a Momentum Strategy, followed by Jegadeesh and Titman (1993) with overlapping Portfolios. I want to duplicate their results. Quick Link to the paper (Unfortunately the Method is ...
Monte's user avatar
  • 21
2 votes
2 answers
527 views

Where can I find the European equivalents ETFs from a USD superdiversified 10 ETFs portfolio

I have been using this superdiversified 10 ETFs portfolio. To lower the risk it's composed from stocks and bonds across the globe and includes some commodities. Being in USD currency and the Euro ...
OlivierLarue's user avatar
1 vote
1 answer
1k views

average return Vs cumulative return interpretation

I am looking for the interpretation which distinguishes between average return and cumulative return. I have two portfolios : the average return of portfolio 2 = 3 10E-4 per day while the average ...
Nourhaine Nefzi's user avatar
3 votes
2 answers
2k views

Portfolio Weights to Maximize Information Ratio (Finding Alphas)

In Finding Alphas, Chapter 1, Introduction to Alpha Design, the authors state: An alpha can be represented as a matrix of securities and positions indexed by time. The value of the matrix ...
quant007's user avatar
2 votes
0 answers
88 views

What is the state of the art in Capital Growth Theory?

I recently read Online Portfolio Selection: A Survey by Li & Hoi. I rarely hear OPS talked about in the quantitative finance community, aside from different types of mean-variance optimization. So ...
Thomas Johnson's user avatar
2 votes
2 answers
542 views

Portfolio optimisation with conditional weight restrictions among asset

I want to optimise a portfolio of assets from different countries (A,B,C...) where the set of all country-asset combinations is (A1, A2, A3, A4.... B1, B2, B3... C1...). I want to include a ...
finstats's user avatar
  • 403
3 votes
2 answers
2k views

Dmat argument in solve.QP R function: Cov or 2*Cov?

Background My final objective is to find a portfolio located on the efficient frontier from a choice of 100 stocks from a stock index (eg. S&P500). This efficient portfolio will be such that ...
Zeca's user avatar
  • 45
6 votes
1 answer
777 views

Why did Markowitz not derive an equation for the efficient frontier?

Currently, I´m studying portfolio management and portfolio selection. The founder of the MPT is Harry Markowitz, of course. But reading his famous article from 1952 and his book from 1959 (actually, I ...
WiWiStudent's user avatar