Showing posts sorted by relevance for query sentiment-cycles-in-stock-market. Sort by date Show all posts
Showing posts sorted by relevance for query sentiment-cycles-in-stock-market. Sort by date Show all posts

Saturday, February 9, 2019

Info!! Finding Chance Inwards Stock Marketplace Pose Cycles

The recent post suggested that a diverseness of marketplace seat observations tin displace live on pulled together past times drawing upon an explanatory framework.  Influenza A virus subtype H5N1 proficient theory non alone helps us empathize what has happened inwards markets; it too suggests what nosotros mightiness notice inwards the future.  Science begins with observation.  Until nosotros link our observations too brand feel of them, they stay isolated information points.  Theory is a large business office of what transforms information into explanation.

What my observations advise is that a express release of variables, such every bit buying too selling pressure; volatility; breadth; sentiment; too correlation, uniquely predict short-term cost receive inwards the stock market.  An ongoing query involvement has focused on the construction of cycles inwards the stock market too the co-movement of these variables at unlike phases of marketplace seat cycles.  In general, I reveal that marketplace seat cycles tin displace live on broken downward into several phases:

1)  Bottoming process - At marketplace seat lows, nosotros tend to consider an elevation of book too volatility too a high flat of marketplace seat correlation, every bit stocks are dumped across the board.  Selling clit per unit of measurement area far exceeds buying clit per unit of measurement area too persuasion becomes quite bearish.  At of import marketplace seat bottoms, nosotros consider cost lows that are non confirmed past times marketplace seat breadth, every bit stiff stocks laid out to diverge from the pack too attract buying interest.  At those bottoms, nosotros too reveal a ascent inwards buying clit per unit of measurement area too a reduction of selling pressure, every bit fresh marketplace seat lows neglect to attract novel selling interest.  

2)  Market rise - With the drying upwards of selling, depression prices attract buying from longer timeframe participants every bit good every bit shorter-term opportunistic ones.  The marketplace seat rises on stiff buying clit per unit of measurement area too depression selling pressure, too the ascent generates sufficient thrust to generate a proficient grade of upside momentum.  Volatility too correlation stay relatively high during the initial elevator off from the lows too breadth is strong.  Dips are bought too the ascent is sustained.

3)  Topping process - The marketplace seat hits a momentum peak, oftentimes identifiable past times a peak inwards the release of shares registering fresh highs.  Selling from this peak to a greater extent than oftentimes than non exceeds the flat of selling seen during the marketplace seat rise, but ultimately attracts buyers.  Weak stocks laid out to diverge from the pack too fresh cost highs typically occur with breadth divergences too lower levels of correlation.  New buying lacks the thrust of the before displace from the lows too volatility wanes.  By the fourth dimension nosotros hitting a cost peak for the cycle, divergences are clear, volatility is low, both buying clit per unit of measurement area too selling clit per unit of measurement area are low, too persuasion remains bullish.  

4)  Market decline - Fresh selling creates a pickup inwards correlation too volatility, every bit short-term back upwards levels are violated too selling clit per unit of measurement area exceeds buying pressure.  Breadth turns negative too the volume of stocks directly displace lower.

The thorniest occupation I accept encountered inwards my run with markets concerns the timing relationships with these phases of marketplace seat cycles.  I am convinced that the cycles are aperiodic (they create non adhere to stiff timetables; in that location is no invariant x-day cycle), too I am too convinced that in that location is a non-random proportionality with the phases that occurs inside too across fourth dimension frames.  Capturing this proportionality has been the greatest challenge inwards the research.

The nesting of larger too smaller cycles creates periods of apparent trending too periods of apparent range-boundedness inwards markets.  Optimal trading strategies conform to the parameters of the cycles operating inwards markets at a given time.  Problems occur inwards trading when a trader's belongings menstruum greatly differs from the operative cycle period(s).  Influenza A virus subtype H5N1 mutual occupation inwards trading today's stock marketplace seat is that the operative cycles are much longer than well-nigh active traders' fourth dimension horizons.  This leads to chasing nickles inwards forepart of larger displace steamrollers. 

By tracking the ongoing changes inwards marketplace seat sentiment, volatility, breadth, correlation, too buying/selling pressure, nosotros tin displace seat where nosotros stand upwards inwards a marketplace seat cycle too accommodate trading strategies accordingly.  During marketplace seat rises too declines, nosotros desire to live on belongings positions too going with momentum; during topping too bottoming processes, nosotros desire to live on fading attain extremes too trading to a greater extent than tactically.  In general, nosotros desire to live on aligned with the largest operative cycles, every bit these greatly comport on the shape too timing of smaller cycles.

I am mindful that it is tardily to reveal "cycles" inwards hindsight, with trivial explanatory benefit.  The cycle concept alone has value insofar every bit it organizes observations with fundamental marketplace seat variables too suggests observations to come.  I volition live on elaborating the explanatory too predictive value of cycles inwards futurity posts; it is the major focus of my marketplace seat research.  For an fantabulous illustration of cycle query creating profitable trading strategies, banking company check out the StockSpotter site.

Further Reading:  Market Profile every bit a Practical Theory
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Saturday, December 22, 2018

Info!! Trading Marketplace Cycles

In the previous post, I proposed a system for reading marketplace cycles, past times breaking those cycles into phases based upon marketplace activity.  Trading marketplace cycles requires a sort of creative opportunism described past times Gehry.  The materials on the tabular array are characteristics of marketplace behavior.  When trading well, nosotros are arranging those inward a fashion that enables us to capture corporation reward-to-risk relationships.

A cycle-based site for stock in addition to ETF trading that quantifies marketplace cycles in addition to makes purchase in addition to sell recommendations is StockSpotter.  The site makes many recommendations--more than the average trader would accept inward a day.  So they copy functioning past times taking rattling many random groups of 4 recommendations (Monte Carlo simulation) to demo the hit of probable trading outcomes from next those picks.  It's i of the to a greater extent than elegant demonstrations of border that I've seen from a marketplace service.  The opportunism comes when nosotros accept other criteria for buying or selling, such every bit our substitution analysis of a companionship or our sentiment of the entire market, in addition to espouse those to the site's recommendations.  What we're trying to exercise amongst this sort of opportunism is bring together 2 or to a greater extent than independent sources of edge, thence every bit to maximize the probability of success.

A dissimilar sort of opportunism powerfulness await at split overbought/oversold measures on 2 or to a greater extent than dissimilar fourth dimension frames.  For example, I'll await at the upticks/downticks inward the marketplace every bit a rattling short-term mensurate of overbought/oversold in addition to an oscillator of cost alter to capture a medium fourth dimension frame.  When nosotros are topping in addition to dropping, we'll run across the measures peak at equal or successively lower cost levels: the buyers nonetheless movement the market, only cannot movement it higher over time.  When nosotros are bottoming in addition to rising, we'll run across the measures trough at equal or successively higher cost levels.  In opportunistically aligning the fourth dimension frames in addition to marketplace behavior, nosotros tin detect corporation risk/reward ways to exploit marketplace cycles.

Still approximately other cast of opportunism for daytraders involves tracking gild flow--seeing when bids or offers are asset detail levels--and joining that data to a broader sentiment on trend/direction.  For instance, if nosotros run across recurring bids beingness hitting at a given cost degree where that degree holds, nosotros powerfulness bring together the offering if nosotros run across that the bigger painting demo for the stock is higher.  

It is this lining upward of marketplace deportment that creates approximately of the best trades.  Waiting for the lining upward requires patience in addition to perspective.  H5N1 keen bargain of productive trading fourth dimension is spent non trading, only actively watching for those occasions when i beginning of border falls into house amongst another--and thence pouncing on those opportunities amongst meaningful risk-taking.

Further Reading:  Some Great Rules for Life in addition to Trading
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Saturday, January 12, 2019

Info!! Viewing Forcefulness Together With Weakness Every 2Nd Dissimilar Dimensions Of The Market

When assessing the market, I notice it helpful to process forcefulness in addition to weakness every bit independent variables.  In other words, nosotros tin get got markets inward which many stocks are rigid in addition to few weak; many weak in addition to few strong; few rigid in addition to few weak; in addition to many rigid in addition to many weak.  The latter is possible when correlations amid sectors in addition to stocks are relatively low.

Let's accept the Parabolic SAR indicator organization developed past times Wilder.  One way I rail marketplace position forcefulness in addition to weakness is to accept a cumulative running full of Parabolic SAR purchase signals minus sell signals for all NYSE issues (red line, above).  This has been helpful inward capturing cyclical guide inward SPY (blue line). (Raw information from StockCharts.com).  

But nosotros tin besides reckon the purchase signals from the organization separately from the sell signals every bit proxies for marketplace position forcefulness in addition to weakness.  For example, since mid-2014, when I origin began collecting these data, when nosotros carve upwards the sample into quartiles, nosotros notice that, afterward a unmarried 24-hour interval of many novel purchase signals (top quartile), the adjacent 10 days inward SPY get got averaged a loss of -.23%.  After a unmarried 24-hour interval of few purchase signals (bottom quartile), the adjacent 10 days inward SPY get got averaged a hit of +.80%.

When we've had really few sell signals (bottom quartile), the adjacent three days inward SPY get got averaged a hit of +.26%, compared alongside a -.01% loss for the residual of the sample.  Over a adjacent 10-day period, however, when we've had many sell signals (top quartile), the adjacent 10 days inward SPY get got averaged a hit of +.52%, compared alongside an average hit of +.09% for the residual of the sample.

Overall, the pct of variance inward daily sell signals accounted for past times purchase signals is entirely almost 10%.  They indeed are to a greater extent than independent than 1 powerfulness expect.  It is in the interplay of waxing/waning buying in addition to selling that nosotros tin sensitively rail bicycle dynamics.

Combined perspectives tin get got their use, every bit well.  Suppose we facial expression at the full number of purchase *and* sell signals each day.  Interestingly, when nosotros get got many buys in addition to sells (top quartile), the adjacent 10 days inward SPY get got averaged a hit of +.33%.  When we've had really few buys in addition to sells (bottom quartile), the adjacent 10 days inward SPY get got averaged a hit of +.59%.  All middle occasions get got averaged a loss of -.06%.

Think almost how momentum in addition to value operate, in addition to and thus recollect what it agency to get got many versus few trading signals.  Think almost bicycle construction in addition to when you'd facial expression to get got many in addition to few trading signals.  We tin larn a lot in 1 lawsuit nosotros tease apart forcefulness in addition to weakness in addition to sentiment markets multidimensionally.

Further Reading:  The Dynamics of Stock Market Cycles
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Saturday, March 28, 2020

Info!! An Introduction To Trading: Cycles In Addition To Their Implications

In the terminal postal service inward this series, nosotros took a await at the construction of cost changes inward the stock market. The primal thought was that the wide indexes movement inward aperiodic cycles, alongside periods of upward together with downward trending punctuated alongside periods of distribution. With this notion of cyclical construction every bit business office of a conceptual framework for trading, it is possible to generate ideas of probable marketplace activity based upon: 1) where nosotros are at inward the electrical current marketplace cycle together with 2) where the electrical current cycle is situated inside cycles at longer fourth dimension frames. As nosotros movement frontwards inward this e-book, I'll last providing specific examples of cyclical structures, therefore that it volition last easier for y'all to recognize them every bit they are occurring.

This sentiment of marketplace demeanor carries a expose of implications together with helps explicate several mutual marketplace observations:

1) Chart Patterns Make Sense - The literature of technical analysis emphasizes such nautical chart formations every bit double tops together with bottoms, caput together with shoulders formations, cups-and-handles, etc. All of these naturally follow from a cyclical sentiment of markets inward which momentum peaks together with valleys tend to precede cost peaks together with valleys. Similarly, the technical literature is replete alongside oscillators together with ideas virtually trading divergences inward overbought/oversold; RSI; stochastics; MACD; etc. These divergences also brand sense inside a cyclical sentiment of cost change, every bit markets lose momentum prior to reversing. Even the formulations of Elliott together with Gann theorists brand sense every bit ways of conceptualizing phases of momentum inside cyclical patterns.

2) No One Strategy Always Wins - Go dorsum to the idealized nautical chart of cyclical cost modify from the prior post. During the marketplace moves betwixt cost lows together with momentum highs together with betwixt cost highs together with momentum lows, tendency next strategies volition tend to work. During periods betwixt momentum highs together with cost highs together with betwixt momentum lows together with cost lows, nosotros volition tend to run across countertrend (reversal) strategies working. During the flow betwixt cost highs together with momentum lows, we'll tend to run across volatility expand; during the flow betwixt momentum highs together with cost highs, we'll tend to run across volatility dry out up. Using the same strategy across all phases of marketplace cycles volition lawsuit inward periods of uneven performance.

3) No Two Cycles Are Identical - Cycles are nested inside cycles; every bit a rule, the larger the fourth dimension frame, the larger the aAmplitude of the cycle. Thus, markets volition tend to movement to a greater extent than (i.e., display greater cost variability) over a monthly fourth dimension frame than over a daily one. Because larger fourth dimension frames exert influences on shorter ones together with multiple fourth dimension frames are nested, no 1 cycle is identical to others. Traders looking for precise patterns or timing rules to recur are apt to human face upward disappointment. The destination of the trader should last to endeavor to *identify* cycles that we're inward together with frame feasible hypotheses from this identification. That is real dissimilar than trying to predict precise cost activity from a given cyclical formulation. Once again, I'll last providing examples of this every bit nosotros movement along.

4) Trade Execution together with Management - An agreement of cycles volition assist us differentiate the generation of merchandise ideas (which occurs at 1 cycle level) together with the execution together with administration of that merchandise (which occurs at 1 fourth dimension frame lower). This is a real of import concept that volition direct function on improving our trading performance.

The value of a conceptual framework is its powerfulness to direct our agreement together with demeanor together with organize our observations inward meaningful ways. Psychoanalysis is 1 framework for agreement people; behaviorism is another. Buddhism is 1 framework for spiritual life; Judaism is another. Influenza A virus subtype H5N1 useful framework is 1 that speaks to y'all together with that y'all tin genuinely apply inward constructive ways. In this course, we'll last edifice 1 framework that has made sense to me over 30+ years of trading. Your project is to reckon it, detect what--if anything--speaks to you, together with and therefore integrate that data into your ain sense together with understanding.

The destination of this "Introduction to Trading" is to brand y'all your ain guru; to assist y'all sharpen your ain views together with understandings of markets. The thought is non to follow me, precisely to Pb yourself. My project is to offering a few tools that powerfulness last useful inward that process.
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The Introduction to Trading e-book is a function inward progress; it's beingness written 1 weblog postal service at a time. The updated contents of the mass tin last institute here.

Friday, August 9, 2019

Info!! Stockspotter Equally A Trading Tool

John Ehlers in addition to Ric Way are far also professional person to heart me for a recommendation of their StockSpotter service, which is e'er something I await for inwards a marketplace position service amongst integrity.  I was offset impressed amongst John's longtime run on marketplace position cycles in addition to and then discovered that he in addition to Ric had assembled the StockSpotter site.  

Above is an algorithmic, cycle-based forecast for Boeing stock ($BA) that Ric had shared late on StockTwits (@StockSpotter).  In add-on to the forecasts, StockSpotter tracks where private stocks in addition to ETFs stand upwardly inwards their dominant cycles in addition to position both merchandise setups (stocks poised to give purchase or sell signals inside a few days) in addition to actual merchandise signals.  

Particularly impressive is the fact that John in addition to Ric rails the accuracy of their signals inwards existent fourth dimension in addition to study the P/L of each of their recommendations.  Because they rails the wide universe of United States of America of America shares, they tin brand far to a greater extent than recommendations than an private trader is probable to implement.  Influenza A virus subtype H5N1 Monte Carlo simulation characteristic shows how their forecasts performed if 1 were to receive got 1 or several random recommendations from their lists.  The Sharpe Ratio of 1.3 for the strategy is quite good; a split upwardly Monte Carlo drawdown analysis helps position the risks of the strategy.

There are many ways to utilization the information.  You could do a long/short strategy of the names that give purchase in addition to sell signals or you lot could merchandise a handbasket of shares amongst signals against a sector or index ETF that does non give a signal.  You could also utilization the cycle-based inquiry equally a mo persuasion for your ain merchandise ideas.  I've found, for example, that when the StockSpotter forecasts in addition to my ain model signals betoken inwards a item direction at the same time, that's a high probability entry signal.

As I've emphasized many times, trading is a squad sport.  Finding the people who do practiced run in addition to making them role of your squad is a nifty success strategy.

Further Reading:  Visualizing Market Sentiment

Monday, January 14, 2019

Info!! Trading Notes; Calendar Week Of January 25, 2016

Friday, Jan 29th

Easy to driblet dead burned out sitting inwards forepart of screens all twenty-four hours in addition to trying to rest disciplined.  Here is an of import antidote to burnout.

*  I've been offline for a pair of days, swamped amongst coaching run amongst traders.  Whenever that happens, it's a sure sign that markets are tricky in addition to people are having problem making money.  We had a existent run a risk off start out to the year, amongst oil, stocks, in addition to emerging markets lower in addition to firmness inwards the U.S.A. of America dollar.  Late in conclusion calendar week nosotros saw a abrupt rebound in addition to these posts talked almost having set inwards a momentum depression for this marketplace position cycle.  Evidence was also suggesting that this cycle was non similar ones nosotros had seen inwards 2014 in addition to 2015, amongst far to a greater extent than persistence of weakness inwards stocks.  This calendar week nosotros get got mostly continued the bounce, but inwards a highly choppy fashion, making it hard to brand coin from either the bull or deport side.  Hence the recent frustration of traders.

*  Influenza A virus subtype H5N1 momentum depression implies the possibility that farther cost lows could remain ahead, albeit amongst breadth divergences.  That is what nosotros saw inwards the merchandise next May, 2010; August, 2011; in addition to sure enough January, 2008.  Thus far, this has been a depression Sharpe ratio bounce; non the variety of resumption of uptrend that nosotros saw following, say, the October, 2014 low.  That uneven bounce increases the likelihood inwards my estimation of those retests of lows.

*  Which brings us to today's trade.  With the motility to negative rates inwards Japan, nosotros saw a abrupt rally inwards stocks, followed past times a abrupt dip, followed past times to a greater extent than rangy behaviour inwards the ES futures.  Oil has rallied significantly from its lows; VIX has remained higher upwards 20.  I'm concerned that we're having problem making fresh highs inwards ES inwards pre-market merchandise fifty-fifty amongst the Nihon easing in addition to crude strength.  That has me looking to sell forcefulness every bit long every bit nosotros tin remain below the shipping BOJ highs.

*  Note that at that topographic point is a difference betwixt a retest of lows in addition to the start out of a fresh deport marketplace position leg.  When nosotros had extended bottoming processes inwards May, 2010; August, 2011; in addition to fifty-fifty that January, 2008 period, at that topographic point was a two-way merchandise in addition to rallies interspersing the declines.  My leaning volition live on to get got profits opportunistically on brusk trades in addition to non necessarily assume a resumption of a high Sharpe downtrend.

Tuesday, Jan 26th

*  After failing several times to rest higher upwards the 1900 level, nosotros saw a selloff inwards the ES contract that featured numerous real negative NYSE TICK readings.  The inability of buyers to driblet dead the upticks much higher upwards +500 for whatever sustained menstruum was a clear indication that nosotros had set inwards a plow over in addition to that sellers were inwards control.  Prices continued to weaken during Asian hours in addition to right away get got rebounded inwards premarket, amongst a bounce inwards oil.  All of this is consistent amongst a marketplace position that has made a momentum depression in addition to is early on inwards a bottoming process.  Note that such a procedure took months inwards early on 2008, mid-year 2010, in addition to autumn 2011, amongst multiple rallies in addition to pullbacks.  This two-way activity tin live on frustrating for bulls in addition to bears alike in addition to highlights the importance of non assuming that moves volition extend.

*  Note the meaning weakness inwards KRE, the ETF for regional banks.  Some of those banks get got exposure to energy-related loans, which could live on inwards risk if crude prices proceed weak.  That's a dynamic I am watching closely.  I'm also watching the big banks (XLF) to meet how global economical weakness, peculiarly amid emerging marketplace position countries, mightiness deport upon loans in addition to marketplace position exposures.

*  Note that nosotros proceed to live on significantly oversold on most breadth measures.  I aspect farther working off of this oversold grade inwards the adjacent pair of weeks.  My cycle stair out has turned up, but is non at levels that get got corresponded to intermediate-term highs.  As noted before, we've made a lower depression inwards that cycle measure, which opens my thinking that what we're seeing is to a greater extent than than the kinds of corrections that nosotros experienced inwards 2014 in addition to 2015.



Monday, Jan 25th

*  Fri saw a continuation of the rebound from momentum lows, amongst breadth finally touching short-term overbought levels.  Over 80% of SPX shares unopen higher upwards their three in addition to 5-day moving averages; that's the start out fourth dimension we've seen that since Dec 24th.  (Data from Index Indicators).  The rally took the keen bulk of stocks off their lows.  Across all exchanges, nosotros had 139 monthly highs against 208 lows.  Compare that amongst 44 monthly highs in addition to 3250 lows simply 2 days previous.  (Data from Barchart).

*  One sign of continued forcefulness on Fri was that meaning negative readings inwards the uptick/downtick stair out (NYSE TICK) could non halt us from making higher cost lows in addition to higher cost highs.  I volition live on watching for that dynamic inwards early on trading today.  Influenza A virus subtype H5N1 driblet below the Fri afternoon in addition to overnight lows would probable interruption that designing in addition to betoken fresh selling interest.

*  I volition also live on watching this calendar week to meet if the bearish marketplace position themes (weak oil; weak emerging marketplace position shares; potent dollar versus EM in addition to commodity currencies) reassert themselves.  I'm also watching to meet if nosotros tin impress fresh cost highs for this rebound amongst continued potent breadth.

*  Influenza A virus subtype H5N1 overnice sentiment of the market's cyclical behaviour is provided past times the reveal of NYSE shares giving purchase vs. sell signals for the Parabolic-SAR measure.  That cumulative full has tracked marketplace position cycles good over the past times 2 years.  (Data from Stock Charts).  As y'all tin meet from the nautical chart below, we've bounced, but are non all the same close levels that get got corresponded to intermediate-term cycle tops.


Friday, February 8, 2019

Info!! Breadth, Sentiment, Too A Await At Recent Marketplace Extremes


Here are ii charts that display the extremity of the moves we've late seen inwards the U.S. of America stock market.  The overstep nautical chart shows the percent of SPX stocks that unopen each twenty-four hours higher upwardly their 20-day moving averages.  (Data from the Index Indicators site).  Notice how deeply oversold nosotros became at the Oct lows in addition to the abrupt breadth thrust upward we've seen since then.  More than 90% of all stocks inwards the index are instantly trading higher upwardly their 20-day averages, the highest grade we've seen inwards 2014.  That is non what we'd aspect from a weakening market.

The bottom nautical chart displays a five-day moving average of the equity put-call ratio across all options exchanges.  (Data from e-Signal).  Again uncovering how extremely bearish thought became at the Oct lows in addition to how chop-chop we've snapped dorsum to normal thought levels.  

In general, thought tends to hitting a bullish extreme prior to toll highs during intermediate-term marketplace cycles, in addition to breadth too tends to crest ahead of price.  Given that nosotros accept seen potent upward momentum lately, my expectation is that a toll peak for this bicycle nonetheless lies ahead of us.  While thought is nowhere most equally bearish equally it was at the middle of concluding month, neither is it at a bullish extreme, despite the recent strength.

Further Reading:  Perspective on the Market Rally
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Saturday, March 28, 2020

Info!! Marketplace As Well As Sector Perspectives For A Sunday

the recent posts on marketplace cycles, I mapped out (chart above) how I've been viewing the electrical flow cycle, given the divergences noted inwards before posts. With the surge of buying inwards the markets the past times 2 days, it is probable that the recent lows stand upwardly for toll lows for the electrical flow cycle, implying higher marketplace prices good into 2009 (given the stone oil proportionality of the duration of the menses from the momentum high to the toll lows in addition to the menses from those lows to the side past times side bike high). That's the expert news. The bad word is that, at the larger fourth dimension frame, nosotros made a momentum altitude inwards 1999/2000 in addition to a toll altitude inwards October, 2007, implying that nosotros get got yet to brand momentum in addition to toll lows on this larger fourth dimension frame--and that those lows are probable to accept out the 2002-2003 lows.

* Sector Comeback - What a difference a twain of days make! Here are the Technical Strength readings past times sector every bit of Friday's close:

MATERIALS: +260
INDUSTRIAL: +80
CONSUMER DISCRETIONARY: +140
CONSUMER STAPLES: -160
ENERGY: +160
HEALTH CARE: -60
FINANCIAL: +260
TECHNOLOGY: -100

Note that in that location is yet prove of considerable sector rotation, every bit coin left the relative rubber havens (consumer staples, wellness care) in addition to went into the rescued fiscal sector. Note every bit good that nosotros are really far from beingness overbought, despite the abrupt ascent of the terminal twain of days.

* Money Finally Flowing Into the Market? - The large inquiry is: how much of the ascent belatedly inwards the calendar week was majority brusk roofing in addition to how much represented fresh buying interest? Money flow information from the Wall St. Journal constitute meaning positive coin flows into the Dow stocks in addition to the major S&P sectors on Friday. More on that theme inwards the indicator review to hold upwardly posted Mon AM.

* Watch for Themes Going Forward - How volition the recent turmoil in addition to the proposed authorities activity play out inwards the diverse markets? Some things I'll hold upwardly watching going forward:

* Signs of risk-taking or risk-aversion: How practise emerging marketplace equities comport relative to U.S. stocks?

* Interest rates in addition to Commodities: Hard to imagine tightening moves whatsoever fourth dimension soon, given the vulnerability of the economy, only volition long rates in addition to commodities laid about to toll inwards farther inflation?

* Confidence inwards U.S. Dollar - If the U.S. authorities is taking on dodgy debt, volition investors desire to concur U.S. dollars, in addition to volition inflation expectations weigh on the dollar?

* Trader in addition to Investor Sentiment - Will the recent authorities activity boost view amid stock marketplace participants or volition nosotros laid about to encounter doubts that the rescue tin work?

Hard to believe in that location won't hold upwardly repercussions from the government's expansion of debt, including missed opportunities to reform social safety in addition to wellness attention in addition to express room to heighten spending on other priorities, cutting taxes, or tackle novel nation of war machine challenges.
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Saturday, February 23, 2019

Info!! Relative Equity Put/Call Ratio: What Nosotros Tin Larn From Stock Marketplace Sentiment

One of the psychological curiosities of the stock marketplace is that nosotros tend to come across euphoria when shares are their near overvalued in addition to despondency when they are trading at greatest value.  It's for that argue that persuasion gauges tin last useful inwards tracking marketplace cycles.  One of my favorite measures is the ratio of set options traded to telephone phone options traded for every stock amongst listed options across all options exchanges.  Note that this is an equity put/call ratio only; it does non include index options.  The latter, I've found, are to a greater extent than often used every bit hedging vehicles in addition to so are non every bit reliable every bit persuasion gauges.  (Data available via e-Signal; ratios derived from CBOE listed options are available from Index Indicators). 

Going dorsum to 2010, let's limited each day's persuasion every bit the ratio of the electrical current day's equity put/call ratio to the average ratio of the prior xl days.  When this relative put/call ratio has been inwards its lowest quartile (current put/call ratio depression relative to prior xl days), the adjacent 5 days inwards SPY accept averaged a attain of exclusively .04%.  When the relative put/call ratio has been inwards its highest quartile (current put/call ratio high relative to prior xl days), the adjacent 5 days inwards SPY accept averaged a attain of .62%.   Overall, from 2010 to the present, the average five-day attain has been .29%.  

Being a buyer when others accept been especially bearish has been a winning strategy inwards recent years.  We saw this near latterly when put/call ratios became elevated several days agone next the marketplace drop, leading to the rally of the by 2 trading sessions.  Interestingly, yesterday's put/call ratio dropped to below average next highest quartile readings on July 31, August 1, in addition to August 5.  Such rapid shifts inwards persuasion accept helped brand stocks noisy to merchandise on a longer-term basis.  More on this topic inwards an upcoming post.

Further Reading:  Stock Market Social Sentiment
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Saturday, December 8, 2018

Info!! Where Are Edges To Travel Flora Inwards The Electrical Flow Stock Market?

I decided to accept a stroll through my database as well as update views on where chance inward the stock marketplace has been residing since 2016.  That provides a lookback menstruum long plenty to discovery meaningful patterns as well as recent plenty to last relevant to electrical flow marketplace conditions.  Here a few observations:

*  Sentiment matters:  When the equity put/call ratio has been inward its highest quartile, the side past times side 10 twenty-four lx minutes menstruum render inward SPY has been +.96%.  That is almost 4 times the render when the ratio has been inward its lowest quartile, +.25%.

*  Overbought/Oversold matters:  Let's consider the percent of stocks inward the Standard as well as Poor's 500 Index that stimulate got been inward a higher house their 200 twenty-four lx minutes menstruum moving average.  When that percent has been inward its lowest quartile, the side past times side 10 days inward SPY stimulate got averaged a make of +1.32%.  When the percent has been inward its highest quartile, the side past times side 10 days inward SPY stimulate got averaged a loss of -.04%. (Data from the Index Indicators site).

*  Volatility matters:  When VIX has been inward its lowest quartile, the side past times side 10 days inward SPY stimulate got averaged a make of +.69%.  When VIX has been inward its highest quartile, the side past times side 10 days inward SPY stimulate got averaged a make of +1.02%.  When VIX has been inward its middle ii quartiles, the side past times side 10 days inward SPY stimulate got averaged a make of +.39%.

*  Context matters:  When the percent of stocks inward a higher house their five-day moving averages is depression as well as the percent inward a higher house their 100-day averages is also low, the side past times side 10 days inward SPY average a make of 1.00%.  When the percent of stocks inward a higher house their five-day moving averages is depression as well as the percent inward a higher house their 100-day averages is high, the side past times side 10 days inward SPY average a make of +.38%.

Now these are observations only; they no uncertainty overlap to closed to grade as well as I don't pretend that, past times themselves, they supply systematic trading ideas.  What is needed is closed to framework for accounting for these observations.  My straightforward framework is equally follows:  the marketplace has been largely trending higher (note how rarely nosotros come across negative average returns) and, inside that trend, in that location stimulate got been meaningful cycles of 10-20 twenty-four lx minutes menstruum duration that capture extremes of volatility, sentiment, as well as directional movement.

What this agency is that traders amongst a habitually bearish bias stimulate got tended to underperform the chance set, as well as traders amongst a short-term fourth dimension horizon (holding periods of intraday or swing periods) stimulate got also underperformed the chance set.  My sense is that a slap-up release of marketplace participants are overleveraged:  they stimulate got pocket-size concern human relationship sizes relative to the returns they want/need to generate.  This leads them to accept good-sized positions relative to the sum they tin afford to lose, which inevitably leads them to contend their positions on shorter as well as less optimal fourth dimension frames.  In actual practice, many traders only don't stimulate got the mightiness to accept estrus on belongings periods of fifty-fifty 10-20 days, fifty-fifty though they may pride themselves on trading "macro" ideas.

My sense is also that traders are really keen to expect for trends as well as merchandise directional momentum as well as lack the tools as well as frameworks to retrieve close cycles as well as directional reversals.

In short, in that location produce seem to last edges inward the marketplace, but they're non establish past times doing what the crowd is doing.  The telephone commutation is non playing the game better, but figuring out the correct game to last playing.

Further Reading:  


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Monday, January 14, 2019

Info!! The Ultimate Root Of Border Inward Fiscal Markets

There are ii sources of border when trading fiscal markets: 1) looking at novel information; together with 2) looking at one-time data inwards novel ways.  The traditional sources of data are hence mined that at that spot is no border inwards looking at one-time things inwards traditional ways.  This is 1 argue that inventiveness is key to trading success.

Consider an experiment.  Instead of taking a unmarried technical indicator together with applying it across all stocks to possess upward one's hear purchase together with sell candidates, let's position the dominant wheel for each stock together with projection it into the side past times side fourth dimension catamenia to supply unique purchase together with sell signals.  Imagine, moreover, that nosotros produce that for all stocks listed on the New York Stock Exchange.  Each stock has its ain cyclical patterns that modify over time; sometimes the dominant cycles volition last shorter-term, other times longer-term.  We're non taking 1 "system" together with applying it to all stocks.  Rather, we're identifying pregnant cyclical patterns for each stock together with hence aggregating the purchase together with sell signals to infer full general marketplace position direction.

(For an instance of such an approach, delight run across the locomote of John Ehlers).

Going dorsum to slow 2013, what nosotros notice is that when nosotros bring a high pose out of purchase signals across stocks (top octile of the distribution), the side past times side 10 days inwards SPY average a hit of +.81%.  When nosotros bring a high pose out of sell signals across the stock universe, the side past times side 10 days inwards SPY average a loss of -.40%.  

Fascinatingly, the pose out of purchase signals is solely modestly correlated amongst the pose out of sell signals (r = -.17).  

When nosotros bring a high pose out of sell signals across stocks, the side past times side 10 days inwards SPY average a loss of -.26%.  When nosotros bring a depression pose out of sell signals, the side past times side tend days inwards SPY average a hit of +.78%.

In other words, nosotros bring ii potential sources of border inwards the market.  The origin is when nosotros run across wide strengths; the minute is when nosotros run across a wide absence of weakness.  Think close why that mightiness last the case...

Take your traditional charts together with technical tools together with throw them away.  Look at novel data or creatively intend through novel ways to sentiment traditional information.  Your border lies inwards the rigorous testing together with implementation of uniqueness.

Further Reading:  Cultivating Emotional Creativity  
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