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it’s not art, it’s high frequency trading

it’s not art, it’s high frequency trading | Algorithmic Trading and Market Microstructure | Scoop.it
it’s not art, it’s high frequency trading (Photo: it’s not art, it’s high frequency trading http://t.co/7g6fPLhN)
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Algorithmic Trading and Market Microstructure
Man vs. Robot on the bleeding edge of computational finance
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Informed Options Trading prior to M&A Announcements: Insider Trading?

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Tristan Lamonica's curator insight, September 22, 4:52 PM

Stock trading during mergers and acquisitions can be tricky and suspicious. Insiders Trading is also very relevant in the crypto-currency world due to the lack of regulation. I think I found my next article to read...

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Volatility Risk Premium: Sharpe 2+, Return to Drawdown 3+

Volatility Risk Premium: Sharpe 2+, Return to Drawdown 3+ | Algorithmic Trading and Market Microstructure | Scoop.it
First, before starting this post, I'd like to give one last comment about my previous post: I called Vanguard to inquire about the trading policies on VWEHX and VFISX, and there are two-month coold...
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Tim Geithner reveals in the raw how Europe's leaders tried to commit financial suicide - Telegraph

Tim Geithner reveals in the raw how Europe's leaders tried to commit financial suicide - Telegraph | Algorithmic Trading and Market Microstructure | Scoop.it
Taped transcripts of the former US Treasury Secretary expose a catalogue of errors that will haunt Europe for years, made worse by misplaced righteousness
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Introduction to Computational Finance and Financial Econometrics - DataCamp

Introduction to Computational Finance and Financial Econometrics - DataCamp | Algorithmic Trading and Market Microstructure | Scoop.it
Get an in-depth insight into the mathematical and statistical tools and techniques used in quantitative and computational finance!

In this course, you'll make use of R to analyze financial data, estimate statistical models, and construct optimized portfolios. You will learn how to build probability models for assets returns, the way you should apply statistical techniques to evaluate if asset returns are normally distributed, how to use Monte Carlo simulation and bootstrapping techniques to evaluate statistical models, and the usage of optimization methods to construct efficient portfolios.

The material in this course was originally developed as a complement to Prof. Eric Zivot's Coursera lectures. Therefore, for those that are new to the subject, and for those that want a full course experience, it is recommended to make use of these Coursera resources as well. However, if you have past experiences in the subject of financial econometrics and computational finance, it is possible - but challenging!- to take the DataCamp course stand-alone.

This course is for everyone interested in finance. There are no hard requirements, but having a good mathematical basis, and an interest in financial markets is recommended.
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Mythbusting finance 2.0 | FT Alphaville

We can all agree that the current financial system is not perfect by any stretch. The question is, is the new system now being touted by the People's Front of Libertaria, led by the likes of Marc Andreessen and Overstock CEO Patrick Byrne likely to be any better?

Chances are no, it's likely to be even worse.

In fact, we propose it's just a recasting of the old story of Animal Farm, where the animals band together to throw out their evil oppressors only to unwittingly replace them with an even greedier variety in the long run.

Hence, of course, the propaganda onslaught to convince you that what is being offered up is somehow revolutionary, when it's actually nothing but the same old, same old. The revolution relates only to who the new overlords are.
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A characterization of market quality for small capitalization US equities - Charles Collver

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US market portrait 2014 week 29

US market portrait 2014 week 29 | Algorithmic Trading and Market Microstructure | Scoop.it
US large cap market returns.Fine print The data are from Yahoo The S&P 500 stocks are used (as implied by S&P on 2014 January 11) that still survive with the same symbol The initial post was “Replacing market indices” The R code is in marketportrait_funs.R...
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US market portrait 2014 week 28

US market portrait 2014 week 28 | Algorithmic Trading and Market Microstructure | Scoop.it
US large cap market returns.  Fine print The data are from Yahoo The S&P 500 stocks are used (as implied by S&P on 2014 January 11) that still survive with the same symbol The initial post was “Replacing market indices” The R code is in marketportrait_funs.R...
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FRAMA Part IV: Continuing the Long/Short Filter Search

FRAMA Part IV: Continuing the Long/Short Filter Search | Algorithmic Trading and Market Microstructure | Scoop.it
This post examines an n-day median filter for two desirable properties: robustness to outliers and an inherent trend-confirming lag. While this is an incomplete filter (or maybe even inferior), it ...
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US market portrait 2014 week 27

US market portrait 2014 week 27 | Algorithmic Trading and Market Microstructure | Scoop.it
US large cap market returns.Fine print The data are from Yahoo The S&P 500 stocks are used (as implied by S&P on 2014 January 11) that still survive with the same symbol The initial post was “Replacing market indices” The R code is in marketportrait_funs.R...
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VIX-Manipulating HFT Algo Is Booted From Dark Pool, Exposed For Whole World To See | Zero Hedge

VIX-Manipulating HFT Algo Is Booted From Dark Pool, Exposed For Whole World To See | Zero Hedge | Algorithmic Trading and Market Microstructure | Scoop.it
VIX was monkey-hammered lower once again today, lifting stocks vertically to Russell 2000 record highs and The Dow within a point of 17,000. The question is who (or what) is doing it. Nanex seems to have found out who...
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FRAMA Part II: Replicating A Simple Strategy

FRAMA Part II: Replicating A Simple Strategy | Algorithmic Trading and Market Microstructure | Scoop.it
This post will begin the investigation into FRAMA strategies, with the aim of ultimately finding a FRAMA trading strategy with less market exposure, fewer whipsaw trades, and fewer counter-trend tr...
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A Simple Shiny App for Monitoring Trading Strategies

A Simple Shiny App for Monitoring Trading Strategies | Algorithmic Trading and Market Microstructure | Scoop.it
In a previous post I showed how to use  R, Knitr and LaTeX to build a template strategy report. This post goes a step further by making  the analysis  interactive. Besides the interactivity, the Sh...
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Trading The Odds Volatility Risk Premium: Addressing Data Mining and Curve-Fitting

Trading The Odds Volatility Risk Premium: Addressing Data Mining and Curve-Fitting | Algorithmic Trading and Market Microstructure | Scoop.it
Several readers, upon seeing the risk and return ratio along with other statistics in the previous post stated that the result may have been the result of data mining/over-optimization/curve-fittin...
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Predicting High Yield with SPY--a Two Part Post

Predicting High Yield with SPY--a Two Part Post | Algorithmic Trading and Market Microstructure | Scoop.it
This post will cover ideas from two individuals: David Varadi of CSS Analytics with whom I am currently collaborating on some volatility trading strategies (the extent of which I hope will end up a...
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Treasury yield curve from the Volcker era through... • see things differently

Treasury yield curve from the Volcker era through... • see things differently | Algorithmic Trading and Market Microstructure | Scoop.it
Treasury yield curve from the Volcker era through Greenspan, Bernanke, and Yellen.
require(YieldCurve) data(FedYieldCurve) maturities
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The Math Behind Bitcoin

The Math Behind Bitcoin | Algorithmic Trading and Market Microstructure | Scoop.it
One reason Bitcoin can be confusing for beginners is that the technology behind it redefines the concept of ownership.
To own something in the traditional sense, be it a house or a sum of money, means...
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Fed's Mester wants policy guidance to be more data-based

Fed's Mester wants policy guidance to be more data-based | Algorithmic Trading and Market Microstructure | Scoop.it
CLEVELAND (Reuters) - Cleveland Federal Reserve President Loretta Mester said she thinks the Fed should overhaul how it communicates its policy guidance, perhaps tying statements about monetary policy
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FRAMA Part V: Wrap-Up on Confirmatory Indicator/Test Sample

FRAMA Part V: Wrap-Up on Confirmatory Indicator/Test Sample | Algorithmic Trading and Market Microstructure | Scoop.it
So, it is possible to create a trading system that can correctly isolate severe and protracted downturns, without taking (too many) false signals. Here are the rules: 126 day FRAMA, FC=4, SC=300 (w...
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Betting on the Ponies: non-Unicorn Investing - Reaction Wheel

Betting on the Ponies: non-Unicorn Investing - Reaction Wheel | Algorithmic Trading and Market Microstructure | Scoop.it
Twenty fucking five to one My gambling days are done I bet on a horse called the Bottle of Smoke And my horse won - The Pogues I have decided to angel invest. Any advice? I spent some time decades ago in the horse-racing world, as a guest of someone who was actually in the …
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Currency Exchange Rate Forecasting with ARIMA and STL

Currency Exchange Rate Forecasting with ARIMA and STL | Algorithmic Trading and Market Microstructure | Scoop.it
I have made an example of time series forecasting with R, demonstrating currency exchange rate forecasting with the ARIMA and STL models. The example is easy to understand and follow. R source file...
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FRAMA Part III: Avoiding Countertrend Trading -- A First Attempt

FRAMA Part III: Avoiding Countertrend Trading -- A First Attempt | Algorithmic Trading and Market Microstructure | Scoop.it
This post will begin to experiment with long-term directional detection using relationships between two FRAMA indicators. By observing the relationship between two differently parametrized FRAMAs a...
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US market portrait 2014 week 26

US market portrait 2014 week 26 | Algorithmic Trading and Market Microstructure | Scoop.it
US large cap market returns.Fine print The data are from Yahoo The S&P 500 stocks are used (as implied by S&P on 2014 January 11) that still survive with the same symbol The initial post was “Replacing market indices” The R code is in marketportrait_funs.R...
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The Continuing Search For Robust Momentum Indicators: the Fractal Adaptive Moving Average

The Continuing Search For Robust Momentum Indicators: the Fractal Adaptive Moving Average | Algorithmic Trading and Market Microstructure | Scoop.it
Following from the last post and setting aside the not-working-as-advertised Trend Vigor indicator, we will turn our attention to the world of adaptive moving averages. In this case, I will be work...
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