Questions tagged [equities]

Shares of stock traded in a stock market. Equities represent the residual claim or interest of the most junior class of investors in assets, after all liabilities are paid.

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1answer
37 views

Most Recent Stock Return for a Machine Learning Project [duplicate]

I am doing a machine learning pet project that requires me to construct a column for stock return between Jan 1, 2018 and today (Dec 26, 2018). I am basically looking for the most recent annual return ...
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150 views

How to mathematically compute the volatility range of each stock?

I joined a stock market group and in this stock group, there is a proprietary "daily trading range (or DTR)" that the founder uses. However in order to do this for all the hundreds of stocks in the ...
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1answer
294 views

Looking for most current Financial API that is fast and accurate for NYSE NASDAQ AMEX OTC and PINKs

Looking to build a real time data feed, stock monitor window. Pretty much the same as equityfeed.com market viewer window, just with a few addedfeatures and or different filter columns with more up ...
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1answer
91 views

“J” message type in Nasdaq ITCH Totalview sample file

I am trying to parse the uncompressed file 10302018.NASDAQ_ITCH50 (from ftp://emi.nasdaq.com/ITCH/10302018.NASDAQ_ITCH50.gz). There is a strange message type "J". The spec (https://www.nasdaqtrader....
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1answer
74 views

Delta hedging with futures

If I trade a futures roll on S&P on two futures contract, say 100 contracts of dec vs mar roll. Do I have any residual delta to hedge? I see small residual $ delta, should I hedge this?
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1answer
55 views

Variance Swap : dividends and rates

In a simplified world you can assume that the var swap is replicated by a continuous set of calls and puts and interest rates are equal to zero. So your PNL is only sensitive to the volatility. But in ...
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2answers
91 views

Order books theoretical price

Suppose we have the following bid/ask spread for a particular stock: What is the theoretical value of the stock? Now suppose we have: What is the theoretical value of the stock? Now suppose a ...
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1answer
108 views

Cost of equity proper way of calculation

Dear Community members, I need to calculate cost of equity following the following description: (Please, correct me if I misinterpret the meaning) "The annualized cost of equity, re(t), is ...
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4answers
114 views

Sending order to Forex or Stocks from Python strategy

I have my own strategy developed in Python. But I couldn't find a reliable method to send, close, and modify orders using Python. Are there any tools that help order management using Python? I also ...
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1answer
43 views

Where can I download for free the entire price history of the nasdaq composite and s&p500 indices? [duplicate]

I would like the entire price history of both these indices at an end-of-day level, not intra day. Is there an R api that I can use for such an exercise?
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33 views

How to add Ticker column to Quandl API call?

I was curious how I would get this same data, but also with a column with a ticker column (e.g. FB)? https://www.quandl.com/api/v3/datasets/WIKI/FB/data.csv?&start_date=2014-01-01&end_date=...
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2answers
619 views

Pricing Corridor Variance Spreads

Recently in the equity derivatives market there have been some trades on what are known as "Corridor Variance Spreads." The large equity derivative dealers and investment banks have been promoting it ...
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1answer
118 views

How is the performance measure computed here?

The image is from John C Hull Textbook titled Options, Futures and Other Derivatives ( page 407 - Ninth Edition). The table above was obtained after computing the delta of stock price, shares ...
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1answer
997 views

Delta One Trading business [closed]

I don't really know what exactly Delta One desks are doing. So I was wondering if anyone was kind enough to share any papers, articles, blogs that kind of explains Delta One trading Desks activities ...
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1answer
90 views

How does Kenneth French create the industry portfolio returns?

Kenneth Frenches Data Library includes industry portfolios. Is this done via a software of some type. I have some stock returns but I want to calculcated the returns of the industries in the ...
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1answer
63 views

Gordon's dividend valuation model: Ignoring optionality

Currently studying some papers on Behavioral Finance (the dividend puzzle), which employ some basic valuation models, calculating stock's fundamental value $P_t$. The most known is the discount of ...
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27 views

Which stock price to take for historical ratios in stock screener (EPS etc.)?

We are currently testing a stock screener that we built and want to implement historical ratios in there too - this is working already for all ratios that don't require stock prices (so all ...
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88 views

Does Academic Research Destroy Stock Return Predictability?

McLean/Pontiff (2016) give evidence that portfolio returns are 26% lower out-of-sample and 58% lower after publishing an academic paper on variables, which are likely to predict cross-sectional ...
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1answer
76 views

selecting key performance indicators for a stock

Say, I read a financial statement of a company, and it reports, maybe 20-30 metrics, both generic, like revenue, free cash flow and specific to the company, like iphone sales etc. Is there a ...
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2answers
299 views

What are “Autoquotes”?

I'm reading a 2008 JoFMarkets paper by Shkilko et al. with title "Locked and crossed markets on NASDAQ and the NYSE" in which the authors investigate the determinants of locked and crossed markets. ...
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101 views

Regarding the post-facto predictability of stock market returns

Almost all of the research on equity factor investing deals with a priori predictability of the cross-section of stock market returns (i.e., models which use variables and data that would've have been ...
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2answers
90 views

Calculating excess returns

I would like to know if I am calculating these excess returns correctly. I have here an R dataframe with weekly 3-month treasury bill rates, and the arithmetic ...
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0answers
17 views

suggestion for NDX volatility index prior to 2000

NDX index is available since 1984 in Bloomberg. There's VXN index that represents the implied volatility of NDX, which is available since 2001. I need some index or series that represents implied ...
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0answers
11 views

Research on the performance of listed subsidiaries

Some countries (India, Pakistan, Nigeria, among others) seem to force multinational corporations that do business there to list the local operation on the national stock exchange and to let public ...
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1answer
325 views

Volatility of stocks small cap vs large cap

I read that small cap stocks are more volatile than large cap stocks. Now I am looking for sources (e.g research papers or similiar) with empirical evidence for this proposition but I can't find any (...
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1answer
49 views

How does inflation impact stock returns? Academic examples

For a literature survey in my university class, I have been asked the question "How does inflation impact stock returns?". After reading some informal articles (in periodicals/ the general internet), ...
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52 views

reconstructing Russell 2000 returns

I have a historical list of index components, so I'm just adding up market caps of those to get a proxy for the index. However, when I check it against Bloomberg, my returns are consistently higher - ...
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1answer
48 views

Bond and Stock Relationship

Is there any formulair relationship between the price of a corporate bond and the stock on the same company?
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4answers
11k views

Quick way to check what 'tape' a stock belongs to?

For the SIP feeds, there is the CTA and the UTP plan and they cover Tapes A,B and Tape C respectively. Is there an easy way to check on google what tape a stock would belong to? Particularly when it ...
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2answers
381 views

Historical stock data source

I am trying to find historical data (OTCBB, OTC PINK, NASDAQ, NYSE, ...) to use to train/test to eventually grow into a predicting AI. I think eoddata.com is great, but it is unclear. Furthermore, ...
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3answers
141 views

Why are there stock price inconsistencies between Yahoo Finance, Google, and other data providers?

For example, look up the London Stock Exchange stock CloudBuy PLC (CBUY) - The closing price on 7th June 2017 is different among data providers - 1) Google search the ticker and evaluate the price ...
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1answer
1k views

How can you determine the correct significance of the Shiller P/E regression?

The "Shiller P/E regression" refers to the regression of real stock market returns over the next 20 years on the Shiller P/E. When I did this OLS regression myself (based on the data from Prof. ...
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1answer
178 views

Why is the expected value of bias statistic one?

I have been reading about factor models recently. One of the ways in which the developer of these models (Barra/ Axioma) measure the accuracy of their models is by calculating the bias statistic for ...
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2answers
122 views

P&L Calculation of Option Strategy

I have designed a call writing option strategy, where I am rolling the options upon expiry, i.e., my portfolio consists of one short call position at any given time. I have a time series of the value ...
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3answers
988 views

Why is volatility said to be persistent?

Persistence in volatility of stock returns is one of the common 'stylized facts' when it comes to analyzing time series. However, I am wondering for theoretical arguments why (estimated) volatility ...
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2answers
103 views

What is the impact of inflationary expectation on stock price?

It is well known that, at least theoretically, stock prices are expected to rise in an inflationary environment. Now, my question is that does the same go for inflationary expectations; for example if ...
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1answer
288 views

Getting index sectors historical weightings from Bloomberg

I want to know how to download an index sectors' historical weightings from Bloomberg. For example, S&P 500 is comprised of Telecom Svc, Materials, Utilities, Energy, Consumer Staples, ...
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0answers
22 views

Simulating Taxed Equity Return Series (U.S.)

I'm looking to learn how to correctly simulate taxes on dividends and capital gains on simulated return series for U.S. Equities with dividend reinvestment. I understand I will have to keep track of ...
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50 views

Fitting hedge fund returns to probability distributions

I know that a lot of work has been done characterizing the first four moments of monthly hedge fund returns across a variety of fund types and strategies, and that work indicates that the higher ...
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1answer
233 views

Exclusion of Utilites and Financials in Magic Formula

In Joel Greenblatt's magic formula, see https://en.wikipedia.org/wiki/Magic_formula_investing, why are utilities and financials excluded? What is the reasoning behind this?
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143 views

SPX/VIX Implied Beta Calculation

In https://globalmarkets.bnpparibas.com/r/Volatility_Express_20171128.pdf?t=BG3REXwMP3NZJRN7wY5Vt&stream=true, it states that 3M VIX/SPX implied Beta = (VIX 3M IVOL*VIX 3M futures)/SPX 3M IVOL ...
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107 views

VIX/SPX Realized Beta Calculation

In https://globalmarkets.bnpparibas.com/r/Volatility_Express_20171128.pdf?t=BG3REXwMP3NZJRN7wY5Vt&stream=true, it states that 3M VIX/SPX realized Beta calculation: Use a blend of 1st, 2nd and 3 ...
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2answers
2k views

how to calculate daily risk free rate using 13 week treasury bill

I want to calculate excess return for AAPL plus the S&P 500. I have computed monthly and daily logarithmic returns for every stock and for the market, I now need to calculate the risk free ...
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0answers
530 views

Newey-West standard errors in Fama-MacBeth regressions

I noticed that during the recent decade most of papers, which use Fama-MacBeth regressions compute Newey-West standard errors. I tried to find detailed description of this procedure in the books on ...
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39 views

Seeking papers on multi-factor models on the equity long short hedge funds

I am seeking papers that use regression & multi-factor models for equity long-short funds. I am interested in understanding the funds' behavior and exposure to various factors using some ...
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1answer
80 views

Correlation among different sectors of the market

It is known that many sectors/industries within the stock market are correlated with each other. For example, using VIF as a measure of correlation, I have the following result: ...
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0answers
26 views

Identifying primary share class of U.S. firms and deleting excess observations

I have a fairly large dataset of CRSP firms with their daily closing prices from 2006 till 2017. I need to filter the data so that I have one daily observation per unique firm. I've identified the ...
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3answers
92 views

Looking for an algorithm to generate “dummy” share price data

Is there an easy-ish way I can generate "dummy" share price data for the purposes of data visualisation techniques etc.? Essentially I want to have something like the "Adventure Works" of price data. ...
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1answer
187 views

forecasting trading costs with end of day data

I am trying to create a model that forecasts trading costs (using end of day data, so no intra day data). My trading cost (also called Implemented Shortfall (IS) is defined as such for a single stock, ...
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1answer
46 views

Risk attribution model without weights data

I was just wondering if there are risk attribution model that does not require the asset weights data. It appears that most risk attribution models do require asset weight data. I am looking for model ...