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Data separation for Time Series Models? (both Statistical and ML)

I had a big question about data slicing for Time-Series model fitting. In university, since I wasn't a stats major, so I didn't do much model fitting for data, other than my ML class, and have ZERO ...
matthewzz's user avatar
2 votes
1 answer
84 views

Hypothesis Test Contradiction?

I have a question regarding hypothesis testing. I used the t-test (2-tailed) for these hypotheses: Whether the (monthly) mean return of company A's stock is different from 0 Whether the (monthly) ...
hungnguyen9's user avatar
0 votes
3 answers
3k views

How to get know when CUSIP is changed

CUSIP code is not a constant, it could be changed. Does anybody know how to detect a CUSIP change? Is there any report with this info? Where can i find it? Thank you.
kban's user avatar
  • 21
2 votes
2 answers
1k views

Old codes for Companies (CUSIP/ISIN/SEDOL)

I found that for example ISIN have following rules: Merger and acquisition: Old ISINs for stock become inactive and are replaced by securities with a new ISIN. Bonds only need new ISINs if old ones ...
kban's user avatar
  • 21
0 votes
1 answer
118 views

Mean Variance optimization on hourly data with gaps

I'm building a mean variance optimizer for a portfolio of FX, commodity and bond futures. The input data is hourly returns for each underlying. Given each underlying has different market opening hours,...
Doggie52's user avatar
  • 227
0 votes
4 answers
2k views

Filling a few missing data in time series?

I'm writing a paper about Uncertainty indices like VIX, etc. I already collected all data but it seems that some of the variables got a few or a little more missing data. I have daily and monthly data ...
user avatar
1 vote
0 answers
52 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 ...
S Wijn's user avatar
  • 29
1 vote
0 answers
52 views

Distribution of loans by types of interest

Im looking for some kind of report that would inculde data on the distribution of corporate loans by types of interest(fixed/floating), specifically global not just for one country(developed, ...
Michael Remsha's user avatar
1 vote
0 answers
256 views

ISM PMI data - sector trend through ranking and seasonal decomposition

I have monthly data for each of the 18 sectors in the ISM PMI. Each datapoint shows the trend of a sector: growing, contracting or neutral. It also tells the strength of that trend with a number: "...
Bjorn Mistiaen's user avatar
0 votes
1 answer
60 views

Calculating or finding info about the value of a market? for example Cloud Storage [closed]

I am assembling a pitch which will aim towards investors by the end of this year/beginning of next year, and I need to gather information such as how much the Cloud Storage market is worth and how ...
vaid's user avatar
  • 121
2 votes
2 answers
219 views

What are the proper metrics to look at for checking discrepancies in these two time series

I am obtaining bid/ask price and volume market data from two different sources for the same ticker and for the same day and checking to see that at time intervals X they are "roughly the same". The ...
Palace Chan's user avatar
  • 1,347
17 votes
4 answers
5k views

How to generate synthetic FX data for backtesting?

I want to generate synthetic forex data for the purpose of backtesting my trading algorithms. I have some rough ideas in mind on how to do this: Start with a curve representing a trend, then randomly ...
JeremyKun's user avatar
  • 271