Time ▾ Price ▴ Research: Accumulation

Showing posts with label Accumulation. Show all posts

Saturday, January 13, 2024

The Quarterly Theory | Jevaunie Daye

Time must be divided into quarters for a proper interpretation of market cycles. Blending the Quarterly Theory (not to be confused with the Quarters Theory) and basic ICT concepts leads to enhanced precision. Understanding Quarterly Theory allows to be flexible. It fits in with any style of trading, as it is universal to all time-frames. The Quarterly Theory removes ambiguity, as it gives specific time-based reference points to look for when entering trades. Before being able to apply this theory to trading, one must first understand that time is fractal:

Yearly Quarters = 4 quarters of three months each.
Monthly Quarters = 4 quarters of one week each.
Weekly Quarters = 4 quarters of one day each (Monday - Thursday). Friday has its own specific function.
Daily Quarters = 4 quarters of 6 hours each = 4 trading sessions of a trading day.
Sessions Quarters = 4 quarters of 90 minutes each.
90 Minutes Quarters = 4 quarters of 22.5 minutes each.

Yearly Cycle: Analogously to financial quarters, the year is divided in four sections of three months each.

Q1 - January, February, March
Q2 - April, May, June (True Open, April Open)
Q3 - July, August, September
Q4 - October, November, December

Monthly Cycle: Considering that we have four weeks in a month, we start the cycle on the first month’s Monday (regardless of the calendar Day).

Q1 - Week 1, first Monday of the month
Q2 - Week 2, second Monday of the month (True Open, Daily Candle Open Price)
Q3 - Week 3, third Monday of the month
Q4 - Week 4, fourth Monday of the month

Weekly Cycle: Daye determined that although the trading week is composed by 5 trading days, we should ignore Friday, and the small portion of Sunday’s price action.

Q1 - Monday
Q2 - Tueday (True Open, Daily Candle Open Price)
Q3 - Wednesday
Q4 - Thursday

Daily Cycle: The Day can be broken down into 6 hour quarters. These times roughly define the sessions of the trading day, reinforcing the theory’s validity.

Q1 - 18:00 - 00:00 Asia
Q2 - 00:00 - 06:00 London (True Open)
Q3 - 06:00 - 12:00 NY AM
Q4 - 12:00 - 18:00 NY PM

6 Hour Quarters/Sessions divided into four sections of 90 minutes each (EST/EDT).

Asian Session

Q1 - 18:00 - 19:30
Q2 - 19:30 - 21:00 (True Open)
Q3 - 21:00 - 22:30
Q4 - 22:30 - 00:00

London Session

Q1 - 00:00 - 01:30
Q2 - 01:30 - 03:00 (True Open)
Q3 - 03:00 - 04:30
Q4 - 04:30 - 06:00

NY AM Session

Q1 - 06:00 - 07:30
Q2 - 07:30 - 09:00 (True Open)
Q3 - 09:00 - 10:30
Q4 - 10:30 - 12:00

NY PM Session

Q1 - 12:00 - 13:30
Q2 - 13:30 - 15:00 (True Open)
Q3 - 15:00 - 16:30
Q4 - 16:30 - 18:00

Micro Cycle: Lastly, dividing a 90 Minute Cycle yields 22.5 Minute Quarters, known as Micro Sessions.

Asian Session

Q1/1 18:00:00 - 18:22:30
Q2     18:22:30 - 18:45:00
Q3     18:45:00 - 19:07:30
Q4     19:07:30 - 19:30:00
Q2/1 19:30:00 - 19:52:30
Q2/2 19:52:30 - 20:15:00 (True Open)
Q2/3 20:15:00 - 20:37:30
Q2/4 20:37:30 - 21:00:00
Q3/1 21:00:00 - 21:23:30
etc.    21:23:30 - 21:45:00
21:45:00 - 22:07:30
22:07:30 - 22:30:00
22:30:00 - 22:52:30
22:52:30 - 23:15:00
23:15:00 - 23:37:30
23:37:30 - 00:00:00

London Session

00:00:00 - 00:22:30
00:22:30 - 00:45:00
00:45:00 - 01:07:30
01:07:30 - 01:30:00
01:30:00 - 01:52:30
01:52:30 - 02:15:00 (True Open)
02:15:00 - 02:37:30
02:37:30 - 03:00:00
03:00:00 - 03:22:30
03:22:30 - 03:45:00
03:45:00 - 04:07:30
04:07:30 - 04:30:00
04:30:00 - 04:52:30
04:52:30 - 05:15:00
05:15:00 - 05:37:30
05:37:30 - 06:00:00

New York AM Session

06:00:00 - 06:22:30
06:22:30 - 06:45:00
06:45:00 - 07:07:30
07:07:30 - 07:30:00
07:30:00 - 07:52:30
07:52:30 - 08:15:00 (True Open)
08:15:00 - 08:37:30
08:37:30 - 09:00:00
09:00:00 - 09:22:30
09:22:30 - 09:45:00
09:45:00 - 10:07:30
10:07:30 - 10:30:00
10:30:00 - 10:52:30
10:52:30 - 11:15:00
11:15:00 - 11:37:30
11:37:30 - 12:00:00

New York PM Session

12:00:00 - 12:22:30
12:22:30 - 12:45:00
12:45:00 - 13:07:30
13:07:30 - 13:00:00
13:00:00 - 13:22:30
13:22:30 - 13:45:00 (True Open)
13:45:00 - 14:07:30
14:07:30 - 14:30:00
14:30:00 - 14:52:30
14:52:30 - 15:15:00
15:15:00 - 15:37:30
15:37:30 - 16:00:00
16:00:00 - 16:22:30
16:22:30 - 16:45:00
16:45:00 - 17:07:30
17:07:30 - 18:00:00

The Monthly Cycle is comprised of four quarters, one week each. Start counting the quarters from the first full week, meaning if the first week relating to the traditional month is a partial week, it is omitted and viewed as distortion. The first full week of the month is the first quarter, the second week is the second quarter, the third week is the third quarter and the fourth week is the fourth quarter.

The Weekly Cycle is comprised of four quarters, one day each. Monday is the first quarter, Tuesday is the second quarter, Wednesday is the third quarter and Thursday is the fourth quarter. Friday is not included into the weekly cycle due to the fact that it has its own specific function.

The Daily Cycle is comprised of four quarters, six hours each, which perfectly aligns with the four trading sessions of a trading day. The first quarter is the Asian session, the second quarter is the London session, the third quarter is the New York session and the fourth quarter is the afternoon session.

Each Session is comprised of four quarters, 90 minutes each. During the Asian session, the 90 minute cycles are as follows: 6pm to 7.30pm is the first quarter, 7.30pm to 9pm is the second quarter, 9pm to 10.30pm is the third quarter and 10.30pm to 12.00pm midnight is the fourth quarter. During the London session, the first quarter is 12.00am midnight to 1.30am. The second quarter is 1.30am to 3.00am. The third quarter is 3.00am to 4.30am. The fourth quarter is 4.30am to 6.00am. During the New York session, the first quarter is 6.00am to 7.30am. The second quarter is 7.30am to 9.00am. The third quarter is 9.00am to 10.30am. And the fourth quarter is 10.30am to 12.00pm. During the Afternoon session the first quarter is 12.00pm to 1.30pm. The second quarter is 1.30pm to 3.00pm. The third quarter is 3.00pm to 4.30pm. And the fourth quarter is 4.30pm to 6.00pm.

Now that we understand that time is fractal, we can begin to look into the functions of some of the quarters. Price is delivered by an algorithm. So there must be some initial input which is used to make decisions throughout each cycle. This is the function of Q1. Q1 dictates the quarters which follow, meaning Q1 is used as a barometer for forecasting market conditions in the subsequent quarters of each cycle. If the first quarter is overextended, expect the second quarter to consolidate, and if the first quarter is in a tight range, expect the second quarter to expand.

True Opens are the main components of quarterly theory. There are specific openings of price which serve as a time-based filter for gauging manipulation swings or stop-hunts. True opens are the beginning of Q2 of every cycle. True Opens are defined by these times:

Yearly True Open = 1st Monday of April.
Monthly True Open = 2nd Monday of the month.
Weekly True Open = 6:00 PM EST every Monday.
Daily True Open = 12:00 P.M (Midnight) EST time.
NY Session True Open = 7:30 A.M EST time.
Asian Session True Open = 7:30 P.M EST time.
London Session True Open = 1:30 A.M EST time.

Buy below True Open. Sell above True Open.

It is a simple concept to understand. If you are bullish within a specific cycle, you want to buy below its true open, and if you are bearish within a specific cycle, you want to sell above its true open. This will increase your accuracy tremendously, as key levels usually rest above or below true opens. Every cycle has its own true open. The true year open is the opening price of the first Monday of April. The true month open is the opening price of the second Monday of the month. The true week open is Monday at 6 p.m. The true day open is 12 o'clock midnight. The true open of the age on session is 7 30 p.m. The true open of the London session is 1 30 a.m. The true open of the New York session is 7 30 a.m. And the true open of the afternoon session is 1 30 p.m. The image to the right depicts how true opens function during bullish market environments.

There are two sets of instructions that the algorithm follows:

AMD-X and X-AMD

A = Accumulation (required for a cycle to occur)
M = Manipulation
D = Distribution
X = Reversal or Continuation

After a tight Q1 range the Q2 Manipulation Phase begins. ICT calls this the 'Judas Swing'. According to his algorithmic theory, the purpose of this fake move is to get traders offside. After Q2 the real move takes place: the Q3 distribution phase and is usually the easiest to trade as the previous quarter has already established a trend of the cycle. The fourth phase is X which can either continue to establish range of the cycle or reverse. In regards to this example, the fourth quarter is reversal. As you can see, price reverses at Higher Time Frame Premium-Discount Arrays (PDAs) or key levels.

The AMD-Principle is represented in every bar of every time-frame (monthly, weekly, daily, 4 Hour, etc.)

with a price value at which it starts trading (opening price), the highest price value (high), the lowest (low),

and a value of the time it ends trading (close).

Liquidity is induced when price breaches old highs and old lows while trading into key levels. If you usually trade with the one minute chart, you need a 15 minute PDA. If you usually trade with the five minute chart, you need a one hour PDA. If you usually trade with the 15 minute chart, you need a four hour PDA. If you usually trade with the one hour chart, you need a daily PDA. And if you usually trade with the four hour chart, you need a weekly PDA.

Regarding X-AMD, the first quarter is the continuation or reversal of the previous Q. Of the previous cycle, using what we understand from the function of Q1, Q2 should then accumulate, resulting in high range price action. Q3 would then be the manipulation phase. However, the rules for the true opens are static. They don't change. The opening price of Q2 will always be its true open. So if the profile that you're looking at is X-AMD, even though accumulation takes place during Q2, you will use the opening price of Q2, which is its true open to gauge, the Judah swing, which will present itself more times or not in Q3. The last phase will be the distribution phase, which will be the easiest phase to trade in regards to X-AMD.

Dividing a 90 Minute Cycle into 22.5 Minute Quarters (Micro Sessions).

Reference:
Jevaunie Daye on Twitter/X @traderdaye
ICT Concepts (2023) - Quarterly Theory and True Open. (video)

Daye's Full course / Quarterly Theory.

Daye (April 14, 2023) - Introduction to Quarterly Theory

(Something You Shouldn't Know).

Jevaunie Daye (2023) - Deeper Dive into Quarterly Theory.

Kirsten Boersma (September 10, 2023):

Quarterly Theory - the Hack of the Algorithm?

Is this proof of the algorithm existing or not? I do think so;-)

And it's mind blowing how this fractal quarterly theory happens over and over again.

Monday, February 13, 2023

The Closing Auction | Price Discovery, Liquidity, and Disagreement

The closing auction accounts for a striking 7.5% of daily volume in 2018, up from 3.1% in 2010. The growth of indexing and ETFs shifts trading towards the close and distorts closing prices: they often deviate from closing quote midpoints, but the deviations revert by half shortly after the close and fully overnight. As volume migrates towards the close, liquidity at the open deteriorates.

Quoted from:
Vincent Bogousslavsky & Dmitriy Muravyev (Dec 3, 2020) - Who Trades at the Close?
Implications for Price Discovery, Liquidity, and Disagreement.

Thursday, January 12, 2023

The ICT Power of 3 | Accumulation - Manipulation - Distribution (AMD)

Accumulation - Manipulation - Distribution.

ICT Power of 3 Explained in 11 Minutes.

References:

The Inner Circle Trader (2017) - Accumulation - Manipulation - Distribution.

Faiz SMC (2023) - ICT Power of 3 Explained in 11 Minutes.

ICT Trading Method - Power of 3 (YouTube playlist of ICT's trading method)

Wednesday, December 21, 2022

Accumulation & Distribution Schematics | Richard D. Wyckoff

An understanding of manipulative procedure in any-event helps us to judge the motives, the hopes, fears and, aspirations of all the buyers and sellers whose actions today have the same net effect upon the market as 30 many pool operations would have. So if we are squeamish about the term "manipulator" we may substitute the words "Composite Operator" with the same force and affect. Some people might object to this statement on the ground that regulation of the stock market has eliminated pool operations. Even though pool operations and old-fashioned manipulation are banned by law, for our purpose in studying, understanding and correctly interpreting market action, we must consider any operation a "manufactured" movement wherein the buying or the selling is sufficiently concerted and coming from interests better informed than the public as to produce the same effects as pure manipulation.

[...] The market is made by the minds of men, and all the fluctuations in the market and in all the various stocks should be studied as if they were the result of one man’s operations. Let us call him the Composite Man, who, in theory, sits behind the scenes and manipulates the stocks to your disadvantage if you do not understand the game as he plays it; and to your great profit if you do understand it.

Great activity and breadth induces trading in large quantities by big operators on the floor and outside. Such a market enables the manipulator to unload a large line of stock. When he wishes to accumulate a line, he raids the market for that stock, makes it look very weak, and gives it the appearance of heavy liquidation by sending in selling orders through a great number of brokers.

You say all this is unethical, if not unscrupulous. You say it is a cruel and crooked game. Very well. Electricity can be very cruel, but you can take advantage of it; you can make it work for your benefit. Just so with the stock market and the Composite Man. Play the game as he plays it. I am giving you the inside view.

Richard D. Wyckoff

oOo

Quoted from:
Richard D. Wyckoff (1931) - The Wyckoff Method of Trading in Stocks.

Tuesday, July 5, 2022

Inside Days in the S&P 500 │ Toby Crabel

Toby Crabel (1990) - Computer studies suggest that Inside Days (ID) provide very reliable entries in the S+P market. The data used in the studies is daily open, high, low and close prices from 1982 to 1987. All of the following patterns are defined for a computer but can be seen easily on a daily bar chart.

Pattern (1) is simply an inside day followed by a sale (s) on a lower open or buy (b) on a higher open. Entry is on the open with an exit on the same day's close with no stop. This procedure produced sixty-eight percent winning trades with profits of $18,000 after an $18 commission. This is a reasonably high percentage and suggests a strong bias in the direction of the open after any ID.

Pattern (2a) is defined as an ID with a higher close than the previous day followed by a higher open. A buy is taken on the open and exited on the close. The same is done on the sales (Pattern (2b)) if there was an ID with a lower close followed by a lower open. Again, stops were not used. There were forty-four trades as such with seventy-four percent of them profitable. Net profit was $14,914. The percentage has improved and profits are better per trade than Pattern (1). This supports the premise that the closing effects the next day's action and potential breakout. Further tests uncover some variations to above results. Although the opening direction after an inside day appears to be a valid indicator of upcoming direction, there are same specific patterns that show very high percentage profitability without the use of the previous day's closing direction. Specifically, two patterns; one a sale (Pattern (3)), one a buy (Pattern (4)).

Pattern (3): The day of entry is called Day 1. The day of immediately preceding the entry is Day 2 and each preceding day - 3, 4, 5, etc. On Day 1 an open lower than Day 2's mid-range and lower than Day 2's close is necessary. Day 2 must be inside of Day 3. Day 3 must have a higher low than Day 4. A sale is made on the open of Day 1 with exit on the close of Day 1. Profits were eighty percent with winning trades five times the size of losing trades. The only shortcoming is that only ten trades could be found from 1982-1987.

Pattern (4) is similar to Pattern (3) with opposite parameters. The only exception is the open on Day 1 need only to be higher, not above mid-range. So to review Pattern (4), Day 1 a higher open than Day 2. Day 2 inside Day 3. Day 3 lower high than Day 4. Results were as follows: Ninety-one percent profits; 860 to 820 average winner to average loser. No stops were used. Only eleven patterns to the upside were found.

The market action implied in each pattern is a short-term trend with a loss of momentum on the Inside Day. The open on Day 1 is in the opposite direction of the trend and is an indication of a shift in sentiment. This shift in sentiment causes those who still have existing positions against the opening direction to liquidate longs or cover shorts. Participants covering their positions is more than enough to tip off a directional move.

A slightly different perspective on the same type of pattern is to look for a retracement to the previous day's close after the opening and take a position at that point in the direction of the open. I tested four patterns to demonstrate this principle.

Pattern (5) shows an Inside Day with a lower close on Day 2 than Day 3. Day 1's open is above Day 2's close. The chances are sixty-two percent that the market will close above Day 2's close on Day 1.
Pattern (6) is an Inside Day on Day 2 with a higher close than Day 3. Day 1's open is above Day 2's close. The chances are seventy-nine percent that the market will close above Day 2's close on Day 1.
Pattern (7) shows an Inside Day on Day 2 with a lower close than Day 3's close. Day 1's open is below Day 2's close. The chances are fifty-nine percent that the close on Day 1 will be lower than Day 2's close.
Pattern (8) shows an Inside Day on Day 2 with a higher close than Day 3's close. Day 1's open is below Day 2's close. There is a sixty-seven percent chance that the market will close below Day 2's close on Day 1.

How can you use this information? It suggests a strong bias in the direction of the open especially after a higher open. The prolonged bull market obviously had an impact on these results but in general, a counter move back to Day 2's close after the opening direction is known, should be observed for a loss of momentum and possible entry in the direction of the open.

Another totally different test in the S+P has same interesting implications and could be tied in with the previous patterns. On any day that the market has moved two hundred points above the open intra-day, it has closed above the open ninety percent, of the time. Also, on any day that the market has moved two hundred points below the open it has closed below the open eighty-eight percent of the time. This was during the period from 1982-1988.

An application of these results is as follows: Enter in the direction of the initial trend on any low momentum move back to the open and exit on the close of the session. This can be done after the initial trend is established with a two hundred point move in one direction off the open. The main qualification is price action on the pullback. A high momentum move back through the open leaves the initial two hundred point move in question. This can also be applied after an Inside Day very effectively.

I think it is necessary to shed light on how extraordinary the results for Inside Days are: A test on a sale of a higher open or buy of a lower open with no other information to work with provides a winning trade fifty-six percent of the time when exiting on the close the same day of entry. This suggests a natural tendency for the market to reverse the opening direction by the time of the close.

This natural tendency is reversed after an ID. Why? What is it about an ID that produces follow through after the open? An ID is narrower than the previous day. Any narrowing day shows loss of momentum and when within a previous day's range it forms a congestion area. A congestion is directionless trade with the market searching for new information. A temporary state of balance or equilibrium exists.

There is a tendency for the market to trend after a congestion. If an Inside Day is a valid congestion, it will produce an imminent trend day. One can assume from the above tests that there is a tendency to trend after these patterns (ID). These tests support the premise that Inside Days are valid congestion areas. It appears that market participants act on the first piece of information indicating trend after the Inside Day - the open. Also, the direction of the close on the ID will provide further clues on the direction of the breakout when added to the information of opening direction. The increase in percentage profit and relative profits when these variables are added supports this conclusion.

The ID pattern acts as a continuation 62% of the time. A breakout occurs when price closes either above the top of the pattern
or below the bottom of it. Since inside days act as a continuation pattern, expect the breakout to be in the same direction as
the inbound price trend. Wait for price to either close above the top or below the bottom of the pattern before taking a position.
The ID can form midway in a price trend, just like bull flags, wedges and pennants.

Why do these indications work so well in the S+P? The S+P generally is an urgent market. The distinguishing characteristic of this market is its tendency to trend throughout the session. This market is notorious for big, fast moves intra-day. Peter Steidlmayer (Markets and Market Logic) calls it a One-Time Frame market. One may reason that in a One-Time Frame market the inside day is a more reliable indication of upcoming trend than in a Two-Time Frame market. The market principle that is in force is contraction/expansion. The Inside Day is contraction, and in a One-Time Frame market 1-Day contraction is all that is necessary to tip off a directional move.

In summary, the above tests suggest that an Inside Day is a valid congestion area and it follows that all breakout rules for congestion areas should be implemented after an Inside Day forms. The resulting breakout is expansion.

Three-Bar Inside Bar Pattern by Johnan Prathap - HERE & HERE

[...] The Principle of Contraction / Expansion is defined as the market phenomenon of change from a period of rest to a period of movement back to a period of rest. This interaction between the phases of motion and rest are constantly taking place, with one phase directly responsible for the others' existence. A Trend Day is defined as a day when the first hour's trade comprises less than 10% of the day's range or the market has no dominant area of trade throughout the session. Trend days are characterized by an opening near one extreme and a close on the opposite extreme of the daily range. Trend days fall into the category of expansions. Congestion is a series of trading days with no visible progress in either direction. Usually associated with narrow range days or non-trend days. Contraction is a market behavior represented by a congestion or dormant period either short-term (ID) or long-term narrow range (8 Bar NR) and usually reaching its narrowest phase at the end of the period.