Fundamental Analysis

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Fundamental analysis is a method of forecasting future price movements of a
financial instrument based on economic, political, environmental and other
relevant factors, as well as data that will affect the basic supply and demand
of whatever underlies the financial instrument. In practice, many market
players use technical analysis in conjunction with fundamental analysis to
determine their trading strategy. One major advantage of technical analysis is
that experienced analysts can follow many markets and market instruments,
whereas the fundamental analyst needs to know a particular market
intimately. Fundamental analysis focuses on what ought to happen in a
market. Among the factors considered are: supply and demand; seasonal
cycles; weather; government policy.
The fundamental analyst studies the causes of market movements, while the
technical analyst studies the effect. Fundamental analysis is a macro, or
strategic, assessment of where a currency should be traded, based on any
criteria but the movement of the currency's price itself. These criteria often
include the economic conditions of the country that the currency represents,
monetary policy, and other “fundamental” elements.
Many profitable trades are made moments prior to, or shortly after, major
economic announcements.
Leading economic indicators
The following is a list of economic indicators used in the USA. Obviously, there
are many more, as well as those of other leading economies (such as
Germany, the UK, Japan, etc.). In general, it is not only the numerical value
of an indicator that is important, but also the market’s anticipation and
prediction of the forecast, and the impact of the relation between
anticipated and actual figures on the market.
Such macro indicators are followed by the vast majority of traders worldwide.
The “quality” of the published data can differ over time. The value of the
indicator data is considered greater if it presents new information, or is
instrumental to drawing conclusions which could not be drawn under other
reports or data. Furthermore, an indicator is highly valuable if one may use it
to better forecast future trends.

Note that in the USA most indicators are published on certain weekdays,
rather than on a particular monthly date (e.g. the second Wednesday in each
month, as opposed to the 14
of each month, etc.).
th
Each indicator is marked as High (H), Medium (M) or Low (L), according to the
importance commonly attributed to it.
CCI - Consumer Confidence Index
[H]
The Conference Board; last Tuesday of each month, 10:00am EST, covers current
month's data
The CCI is a survey based on a sample of 5,000 U.S. households and is considered one of the
most accurate indicators of confidence. The idea behind consumer confidence is that when
the economy warrants more jobs, increased wages, and lower interest rates, it increases our
confidence and spending power. The respondents answer questions about their income, the
market condition as they see it, and the chances to see increase in their income. Confidence
is looked at closely by the Federal Reserve when determining interest rates. It is considered
to be a big market mover as private consumption is two thirds of the American economy.
CPI - Consumer Price Index; Core-CPI
[H]
th
Bureau of Labor and Statistics; around the 20
of each month, 8:30am EST, covers
previous month's data
The CPI is considered the most widely used measure of inflation and is regarded as an
indicator of the effectiveness of government policy. The CPI is a basket of consumer goods
(and services) tracked from month to month (excluding taxes). The CPI is one of the most
followed economic indicators and considered to be a very big market mover. A rising CPI
indicates inflation. The Core-CPI (CPI, excluding food and energy, expense items which are
subject to seasonal fluctuations) gives a more stringent measure of general prices.
Employment Report
[H]
Department of Labor; the first Friday of each month, 8:30am EST, covers previous
month data
The collection of the data is gathered through a survey among 375,000 business and 60,000
households. The report reviews: the number of new work places created or cancelled in the
economy, average wages per hour and the average length of the work week. The report is
considered as one of the most important economic publications, both for the fact that it
discloses new up-to-date information and due to the fact that, together with NFP, it gives a
good picture of the total state of the economy. The report also breaks out data by sector
(e.g. manufacturing, services, building, mining, public, etc.)

Employment Situation Report
[H]
Bureau of Labor and Statistics; the first Friday of each month, 8:30am EST, covers
previous month data
The Employment Situation Report is a monthly indicator which contains two major parts. One
part is the unemployment and new jobs created: the report reveals the unemployment rate
and the change in the unemployment rate. The second part of the report indicates things like
average weekly hours worked and average hourly earnings. This data is important for
determining the tightness of the labor market, which is a major determinant of inflation. The
Bureau of Labor surveys over 250 regions across the United States and covers almost every
major industry. This indicator is certainly one of the most watched indicators and almost
always moves markets. Investors value the fact that information in the Employment report is
very timely as it is less than a week old. The report provides one of the best snapshots of the
health of the economy.
FOMC Meeting (Federal Open Market Committee): Rate announcement
[H]
The meeting of the US Federal Bank representatives, held 8 times a year. The
decision about the prime interest rate is published during each meeting (around
14:15 EST).
The FED (the Federal Reserve of USA) is responsible for managing the US monetary policy,
controlling the banks, providing services to governmental organizations and citizens, and
maintaining the country’s financial stability.
There are 12 Fed regions in the USA (each comprising several states), represented in the Fed
committee by regional commissioners.
The rate of interest on a currency is in practice the price of the money. The higher the rate
of interest on a currency, the more people will tend to hold that currency, to purchase it and
in that way to strengthen the value of the currency. This is very important indicator affecting
the rate of inflation and is a very big market mover.
There is great importance to the FOMC announcement, however – the content of the
deliberation held in the meeting, which is published 2 weeks after the rate announcement, is
almost as important to the markets.
The FED’s announcement has shaken the Forex market? Learn about
economic indicators; read the online financial calendar onboard
.
Easy-Forex™ Trading Platform
GDP - Gross Domestic Product
[H]
BEA (Bureau of Economic Analysis); last day of the quarter, 8:30am EST, covers
previous quarter data.

The US Commerce department publishes the GDP in 3 modes: advance; preliminary
and final.
GDP is a gross measure of market activity. It represents the monetary value of all the goods
and services produced by an economy over a specified period. This includes consumption,
government purchases, investments, and the trade balance. The GDP is perhaps the greatest
indicator of the economic health of a country. It is usually measured on a yearly basis, but
quarterly stats are also released.
The Commerce Department releases an "advance report" on the last day of each quarter.
Within a month it follows up with the "preliminary report" and then the "final report" is
released yet a month later. The most recent GDP figures have a relatively high importance to
the markets. GDP indicates the pace at which a country's economy is growing (or shrinking).
ISM (Institute for Supply Management) Manufacturing Index
[H]
Institute for Supply Management; the first business day of the month, 10:00am EST,
covers previous month data
The Manufacturing ISM Report on Business is based on data compiled from monthly replies to
questions asked of purchasing executives in more than 400 industrial companies. It reflects a
compound average of 5 main economic areas (new customers’ orders 30%; manufacturing 25%;
employment 20%; supply orders 15%; inventories 10%). Any data over 50 points shows the
expansion of economic activities, and data under 50 points shows a contraction.
MCSI - Michigan Consumer Sentiment Index
[H]
University of Michigan; first of each month, covers previous month data
A survey of consumer sentiment, conducted by the University of Michigan. The index is
becoming more and more useful for investors. It gives a snapshot of whether or not consumers
feel like spending money.
NFP - Changes in non-farm payrolls
[H]
Department of Labor; the first Friday of each month, 8:30am EST, covers previous
month data
The data intended to represent changes in the total number of paid U.S. workers of any
business, excluding the following:
- general government employees;
- private household employees;
- employees of nonprofit organizations that provide assistance to individuals;
- farm employees.
The total non-farm payroll accounts for approximately 80% of the workers responsible for
the entire gross domestic product of the United States. The report is used to assist
government policy-makers and economists in determining the current state of the economy
and predicting future levels of economic activity. It is a very big market mover, due largely to
high fluctuations in the forecasting.

PMI - Purchasing Managers Index
[H]
Institute for Supply Management; the first business day of each month, 10:00am EST,
covers previous month's data
The PMI is a composite index that is based on five major indicators including: new orders;
inventory levels; production; supplier deliveries and the employment environment. Each
indicator has a different weight and the data is adjusted for seasonal factors. The Association
of Purchasing Managers surveys over 300 purchasing managers nationwide who represent 20
different industries. A PMI index over 50 indicates that manufacturing is expanding, while
anything below 50 means that the industry is contracting. The PMI report is an extremely
important indicator for the financial markets as it is the best indicator of factory production.
The index is popularly used for detecting inflationary pressure as well as indicating
manufacturing activity. The PMI is not as strong as the CPI in detecting inflation, but because
the data is released one day after the month, it is very timely. Should the PMI report an
unexpected change, it is usually followed by a quick reaction in market. One especially key
area of the report is growth in new orders, which predicts manufacturing activity in future
months.
Retail Sales Data; Retail Sales less Automotives
[H]
th
Bureau of Census; around the 12
of each month, 8:30am EST, covers previous
month’s data
Retail sales are a key driving force in US economy. This indicator tracks the merchandise sold
by companies within the retail trade and measures the total consumer spending on retails
sales (not including service costs). The retail revenues are a major part (two thirds) of the US
economy. The Census Bureau surveys hundreds of various sized firms and business offering
some type of retail trade. Every month the data is released showing the percent change from
the previous month’s data. A negative number indicates that sales decreased from the
previous months sales. This indicator is a very big market mover because it is used as a gauge
of consumer activity and confidence, as higher sales figures indicate increased economic
activity.
The data is very timely because retail sales data is released within 2 weeks of the
previous month.
Tankan Survey
[H]
BoJ (Bank of Japan); four times a year in April, July, October and mid-December;
10:50pm GMT
An economic survey of Japanese business issued by the central Bank of Japan, which it then
uses to formulate monetary policy. The survey covers thousands of Japanese companies
with a specified minimum amount of capital, although firms deemed sufficiently influential
may also be included. The companies are asked about current trends and conditions in the
business place and their respective industries, as well as their expected business activities for
the next quarter and year. It is considered a big market mover for JPY currency pairs.

TIC (Treasury International Capital) Data on transactions in long term
[H]
securities
th
Department of the Treasury; around the 12
working day of each month, 9:00am EST,
covers month before previous data
The TIC data provides information about the most important way the US is financing its
ongoing current account deficit: selling long-term securities to foreigners, or exporting debt.
It is important to remember that there are other ways of financing a deficit: borrowing from
foreign banks or attracting net FDI inflows. But since FDI flows have been negative and bank
flows tend to be small, most of the financing the US needs has come from the sale of long-
term securities to foreigners. TIC data are a good measurement of how much a country is
trusted in the international investment community. It is considered a big market mover.
Trade Balance
[H]
Department of Commerce; the second week of each month, 8:30am EST, covers
month before previous data
A country’s trade balance is the largest component of a country's balance of payments. The
balance of trade measures the difference between the value of goods and services that a
nation exports, and those it imports. A country has a trade deficit if it imports more than it
exports. The opposite scenario is a trade surplus. It is considered a very big market mover.
Budget Statement Monthly
[M]
A monthly report by US government (the Treasury Department), showing the monthly
budget deficit or surplus
The level of deficit/surplus affects the level of US bonds issues by the government, hence –
their price. In addition, this report reflects the level of tax collected by the government,
which is indicative of the level of economic activity. Consequently, the April report (the
month in which Americans submit their tax returns) is even more important than those
released in other months.
Composite Index of Leading Indicators
[M]
th
The Conference Board; around the 20
of each month, 10:00am EST An index used
to predict the direction of the economy's movements in the months to come. The index is
made up of 10 economic components, whose changes tend to precede changes in the overall
economy. These 10 components include:
1. the average weekly hours worked by manufacturing workers;
2. the average number of initial applications for unemployment insurance;
3. the amount of manufacturers' new orders for consumer goods and materials;
4. the speed of delivery of new merchandise to vendors from suppliers;
5. the amount of new orders for capital goods unrelated to defense;
6. the amount of new building permits for residential buildings;
7. the S&P 500 stock index;

8. the inflation-adjusted monetary supply (M2);
9. the spread between long and short interests rates;
10. consumer sentiment.
By looking at the Composite Index of Leading Indicators in the light of business cycles and
general economic conditions, investors and businesses can form expectations about what's
ahead, and make better-informed decisions. It has medium importance, as its many
components are already known at the time of its publication.
Current Account
[M]
BEA (Bureau of Economic Analysis); quarterly, around six weeks after quarter end
The difference between a nation's total exports of goods, services and transfers, and its total
imports of the same. Current account balance calculations exclude transactions in financial
assets and liabilities. The level of the current account is followed as an indicator of trends in
foreign trade, so it is regarded as a big market mover.
Durable Goods
[M]
Bureau of Census; the fourth week of each month, 8:30am EST, covers previous
month data
Durable Goods Orders measures new orders placed with domestic manufacturers for
immediate and future delivery of factory hard goods. A durable good is defined as a good that
lasts an extended period of time (over three years) during which its services are extended.
Rising Durable Goods Orders are normally associated with stronger economic activity, and can
therefore lead to higher short-term interest rates. Higher rates often support a currency, at
least in the short term.
GDP Price Deflator
[M]
BEA (Bureau of Economic Analysis); last day of the quarter, 8:30am EST, covers
previous quarter data
The GDP deflator shows how much a change in the base year's GDP relies upon changes in the
price level. Also known as the "GDP implicit price deflator." As it is not based on a fixed
basket of goods and services, the GDP deflator has an advantage over the consumer price
index (CPI). Changes in consumption patterns, or the introduction of new goods and services,
are automatically reflected in the deflator. This indicator is of medium importance to the
markets.
Housing Starts
[M]
Bureau of Census; around the middle of each month, 8:30am EST, covers previous
month data
This economic indicator tracks how many new single-family homes or other residential
buildings were constructed through the month. For the survey, each house and each single

apartment is counted as one housing start. This indicator is not a huge market mover, but it
has been reported by U.S. Census that the housing industry represents over 25% of all
investment dollars, and a 5% value of the overall economy. Housing starts are considered to
be a leading indicator, meaning it detects trends in the economy looking forward. Declining
housing starts show a slowing economy, while increases in housing activity can pull an
economy out of a downturn.
Industrial Production Capacity; Production Utilization
[M]
Federal Reserve; middle of the month, 9:15am EST, covers previous month data
It is a chain-weighted measure of the change in the production of the nation's factories,
mines and utilities as well as a measure of their industrial capacity and of how many available
resources are being used (commonly known as capacity utilization). In addition, the Capacity
Utilization Index provides an estimate of how much factory capacity is in use. They are
important indicators, as the manufacturing sector accounts for one-quarter of the economy.
Initial Jobless Claims
[M]
Department of Labor; once a week on Thursday at 8:30am EST, covers previous week
data
The data states the number of people who applied to receive unemployment pay for the first
time. It has low to medium importance as this relates to weekly data with high fluctuations;
the average of four weeks is more stable.
Philadelphia Fed Index (Business Outlook Survey)
[M]
th
Federal Reserve Bank of Philadelphia; around the 17
of each month, 10:00am EST,
covers previous month data
The Business Outlook Survey is a monthly survey of manufacturers located around the states
of Pennsylvania, New Jersey and Delaware. Companies surveyed indicate the direction of
change in their overall business activity and in the various measures of activity at their
plants. The index signals expansion when it is above zero and contraction when below. This
index is considered to be a good indicator of changes in everything from employment, general
prices, and conditions within the manufacturing industry. It isn't a big market mover, but the
results found in the survey can indicate what to expect from the Purchasing Managers' Index
(which comes out a few days later and covers the entire U.S.).
PPI - Producer Price Index; Core-PPI
[M]
Bureau of Labor and Statistics; the second full week of each month, 8:30am EST,
covers previous month data
The PPI is not as widely used as the CPI, but it is still considered to be a good indicator of
inflation. This indicator reflects the change of manufacturers’ cost of input (raw materials,
semi-finished goods, etc.). Formerly known as the "Wholesale Price Index", the PPI is a basket
of various indexes covering a wide range of areas affecting domestic producers. Each month

approximately 100,000 prices are collected from 30,000 production and manufacturing firms.
It is not as strong as the CPI in detecting inflation, but because it includes goods being
produced, it is often a forecast of future CPI releases.
Beige Book
[L]
Federal Reserve Board; two Wednesdays before every FOMC meeting, 8 times per
year, 2:15pm EST
Beige book is the commonly used term for the Fed report entitled: "Summary of Commentary
on Current Economic Conditions by Federal Reserve District". It is published just before the
FOMC meeting on interest rates and is used to inform the members on changes in the
economy since the last meeting. This report is published eight times per year. The Beige Book
is not considered to be a big market mover. It is a gauge of the strength of the economy and
not a commentary on the views of Fed members. Occasionally it can move markets if the
findings are substantially different from analyst expectations.
ECI - Employment Cost Index
[L]
Bureau of Labor and Statistics; the last Thursday of Apr, Jul, Nov and Jan, 8:30am
EST; covers previous quarter’s data
The ECI tracks movement in the cost of labor which includes wages, fringe benefits, and
bonuses for employees at all levels of involvement The Bureau of Labor surveys over 3,000
private sector firms and over 500 local governments, schools and other public sector
organizations. This indicator is not widely watched, but it is among a select group of
indicators that have enough power to move the markets. This is particularly true in
inflationary times. The idea behind the ECI is that as wage pressures increase, so does
inflation. This is mainly because compensation tends to increase before companies increase
prices for consumers (inflation).
PCE - Personal Consumption Expenditure
[L]
BEA (Bureau of Economic Analysis); last day of each month, 8:30am EST, covers
previous month data
PCE measures price changes in consumer goods and services. The PCE is a fairly predictable
report that usually has little impact on the markets. The Core PCE, which is the index less
prices of food and energy, estimates inflationary trend more precisely.

Technical Analysis

Posted by Cristty under , ,
Patterns and forecast methods used today
Basic Forex forecast methods:
Technical analysis and fundamental analysis
This chapter and the next one provide insight into the two major methods of
analysis used to forecast the behavior of the Forex market. Technical analysis
and fundamental analysis differ greatly, but both can be useful forecasting
tools for the Forex trader. They have the same goal - to predict a price or
movement. The technician studies the effects, while the fundamentalist
studies the causes of market movements. Many successful traders combine a
mixture of both approaches for superior results.
If both Fundamental analysis and Technical analysis point to the same
direction, your chances for profitable trading are better.
In this chapter…
The categories and approaches in Forex Technical Analysis all aim to support
the investor in determining his/her views and forecasts regarding the
exchange rates of currency pairs. This chapter describes the approaches,
methods and tools used to this end. However, this chapter does not intend to
provide a comprehensive and/or professional level of knowledge and skill, but
rather let the reader become familiar with the terms and tools used by
technical analysts.
As there are many ways to categorize the tools available, the description of
tools in this chapter may sometimes seem repetitive. The sections in this
chapter are:
[6.1] Technical Analysis: background, advantages, disadvantages;
[6.2] Various techniques and terms;
[6.3] Charts and diagrams;
[6.4] Technical Analysis categories / approaches:
a. Price indicators;
b. Number theory;
c. Waves;
d. Gaps;
e. Trends;
[6.5] Some other popular tools.
[6.6] Another way to categorize Technical Indicators.

[6.1] Technical analysis
Technical analysis is a method of predicting price movements and future
market trends by studying what has occurred in the past using charts.
Technical analysis is concerned with what has actually happened in the
market, rather than what should happen, and takes into account the price of
instruments and the volume of trading, and creates charts from that data as a
primary tool. One major advantage of technical analysis is that experienced
analysts can follow many markets and market instruments simultaneously.
Technical analysis is built on three essential principles:
1.
Market action discounts everything!
This means that the actual price is a
reflection of everything that is known to the market that could affect it.
Some of these factors are: fundamentals (inflation, interest rates, etc.),
supply and demand, political factors and market sentiment. However, the
pure technical analyst is only concerned with price movements, not with the
reasons for any changes.
2.
Prices move in trends.
Technical analysis is used to identify patterns of
market behavior that have long been recognized as significant. For many
given patterns there is a high probability that they will produce the expected
results. There are also recognized patterns that repeat themselves on a
consistent basis.
3.
History repeats itself.
Forex chart patterns have been recognized and
categorized for over 100 years, and the manner in which many patterns are
repeated leads to the conclusion that human psychology changes little over
time. Since patterns have worked well in the past, it is assumed that they will
continue to work well into the future.
Disadvantages of Technical Analysis
• Some critics claim that the Dow approach (“prices are not random”) is
quite weak, since today’s prices do not necessarily project future
prices;
• The critics claim that signals about the changing of a trend appear too
late, often after the change had already taken place. Therefore,
traders who rely on technical analysis react too late, hence losing
about 1/3 of the fluctuations;
• Analysis made in short time intervals may be exposed to “noise”, and
may result in a misreading of market directions;

• The use of most patterns has been widely publicized in the last several
years. Many traders are quite familiar with these patterns and often act
on them in concern. This creates a self-fulfilling prophecy, as waves of
buying or selling are created in response to “bullish” or “bearish”
patterns.
Advantages of Technical Analysis
• Technical analysis can be used to project movements of any asset
(which is priced under demand/supply forces) available for trade in the
capital market;
• Technical analysis focuses on what is happening, as opposed to what
has previously happened, and is therefore valid at any price level;
• The technical approach concentrates on prices, which neutralizes
external factors. Pure technical analysis is based on objective tools
(charts, tables) while disregarding emotions and other factors;
• Signaling indicators sometimes point to the imminent end of a trend,
before it shows in the actual market. Accordingly, the trader can
maintain profit or minimize losses.
Be disciplined, don’t be greedy.
Close your Forex the position as you originally planned.
[6.2] Various techniques and terms
Many different techniques and indicators can be used to follow and predict
trends in markets. The objective is to predict the major components of the
trend: its direction, its level and the timing. Some of the most widely known
include:
Bollinger Bands - a range of price volatility named after John Bollinger,

who invented them in the 1980s. They evolved from the concept of
trading bands, and can be used to measure the relative height or depth
of price. A band is plotted two standard deviations away from a simple
moving average. As standard deviation is a measure of volatility,
Bollinger Bands adjust themselves to market conditions. When the
markets become more volatile, the bands widen (move further away
from the average), and during less volatile periods, the bands contract
(move closer to the average).

Bollinger Bands are one of the most popular technical analysis
techniques. The closer prices move to the upper band, the more
overbought is the market, and the closer prices move to the lower
band, the more oversold is the market.
Support / Resistance – The
Support level
is the lowest price an

instrument trades at over a period of time. The longer the price stays
at a particular level, the stronger the support at that level. On the
chart this is price level under the market where buying interest is
sufficiently strong to overcome selling pressure. Some traders believe
that the stronger the support at a given level, the less likely it will
break below that level in the future. The
Resistance level
is a price at
which an instrument or market can trade, but which it cannot exceed,
for a certain period of time. On the chart this is a price level over the
market where selling pressure overcomes buying pressure, and a price
advance is turned back.
• Support / Resistance Breakout - when a price passes through and stays
beyond an area of support or resistance.
CCI - Commodity Channel Index - an oscillator used to help determine
when an investment instrument has been overbought and oversold. The
Commodity Channel Index, first developed by Donald Lambert,
quantifies the relationship between the asset's price, a moving average
(MA) of the asset's price, and normal deviations (D) from that average.
The CCI has seen substantial growth in popularity amongst technical
investors; today's traders often use the indicator to determine cyclical
trends in equities and currencies as well as commodities.
The CCI, when used in conjunction with other oscillators, can be a
valuable tool to identify potential peaks and valleys in the asset's price,
and thus provide investors with reasonable evidence to estimate
changes in the direction of price movement of the asset.
Hikkake Pattern – a method of identifying reversals and continuation

patterns. Used for determining market turning-points and continuations
(also known as trending behavior). It is a simple pattern that can be
viewed in market price data, using traditional bar charts, or Japanese
candlestick charts.
Moving averages - are used to emphasize the direction of a trend and to

smooth out price and volume fluctuations, or “noise”, that can confuse
interpretation. There are seven different types of moving averages:
• simple (arithmetic)
• exponential
• time series
• weighed
• triangular
• variable
• volume adjusted
The only significant difference between the various types of moving
averages is the weight assigned to the most recent data. For example,
a simple (arithmetic) moving average is calculated by adding the
closing price of the instrument for a number of time periods, then
dividing this total by the number of time periods.
The most popular method of interpreting a moving average is to
compare the relationship between a moving average of the
instrument’s closing price, and the instrument’s closing price itself.
• Sell signal: when the instrument’s price falls below its moving
average
• Buy signal: when the instrument’s price rises above its moving
average
The other technique is called the double crossover, which uses short-
term and long-term averages. Typically, upward momentum is
confirmed when a short-term average (e.g., 15-day) crosses above a
longer-term average (e.g., 50-day). Downward momentum is confirmed
when a short-term average crosses below a long-term average.
MACD - Moving Average Convergence/Divergence - a technical

indicator, developed by Gerald Appel, used to detect swings in the
price of financial instruments. The MACD is computed using two
exponentially smoothed moving averages (see further down) of the
security's historical price, and is usually shown over a period of time on
a chart. By then comparing the MACD to its own moving average
(usually called the "signal line"), traders believe they can detect when

the security is likely to rise or fall. MACD is frequently used in
conjunction with other technical indicators such as the RSI (Relative
Strength Index, see further down) and the stochastic oscillator (see
further down).
• Momentum – is an oscillator designed to measure the rate of price
change, not the actual price level. This oscillator consists of the net
difference between the current closing price and the oldest closing
price from a predetermined period.
The formula for calculating the momentum (M) is:
M = CCP – OCP
Where: CCP – current closing price
OCP – old closing price
Momentum
and
rate of change
(ROC) are simple indicators showing
the difference between today's closing price and the close N days ago.
"Momentum" is simply the difference, and the ROC is a ratio expressed
in percentage. They refer in general to prices continuing to trend. The
momentum and ROC indicators show that by remaining positive, while
an uptrend is sustained, or negative, while a downtrend is sustained.
A crossing up through zero may be used as a signal to buy, or a crossing
down through zero as a signal to sell. How high (or how low, when
negative) the indicators get shows how strong the trend is.
• RSI - Relative Strength Index - a technical momentum indicator,
devised by Welles Wilder, measures the relative changes between the
higher and lower closing prices. RSI compares the magnitude of recent
gains to recent losses in an attempt to determine overbought and
oversold conditions of an asset.
The formula for calculating RSI is:
RSI = 100 – [100 / (1 + RS)]
Where: RS - average of N days up closes, divided by
average of N days down closes
N - predetermined number of days
The RSI ranges from 0 to 100. An asset is deemed to be overbought
once the RSI approaches the 70 level, meaning that it may be getting
overvalued and is a good candidate for a pullback. Likewise, if the RSI
approaches 30, it is an indication that the asset may be getting
oversold and therefore likely to become undervalued. A trader using
RSI should be aware that large surges and drops in the price of an asset

will affect the RSI by creating false buy or sell signals. The RSI is best
used as a valuable complement to other stock-picking tools.
• Stochastic oscillator - A technical momentum indicator that compares
an instrument's closing price to its price range over a given time period.
The oscillator's sensitivity to market movements can be reduced by
adjusting the time period, or by taking a moving average of the result.
This indicator is calculated with the following formula:
%K = 100 * [(C – L14) / (H14 – L14)]
C= the most recent closing price;
L14= the low of the 14 previous trading sessions;
H14= the highest price traded during the same 14-day period.
The theory behind this indicator, based on George Lane’s observations,
is that in an upward-trending market, prices tend to close near their
high, and during a downward-trending market, prices tend to close
near their low. Transaction signals occur when the %K crosses through a
three-period moving average called the “%D”.
Trend line - a sloping line of support or resistance.

• Up trend line – straight line drawn upward to the right along
successive reaction lows
• Down trend line – straight line drawn downwards to the right
along successive rally peaks
Two points are needed to draw the trend line, and a third point to
make it valid trend line. Trend lines are used in many ways by traders.
One way is that when price returns to an existing principal trend line’ it
may be an opportunity to open new positions in the direction of the
trend in the belief that the trend line will hold and the trend will
continue further. A second way is that when price action breaks
through the principal trend line of an existing trend, it is evidence that
the trend may be going to fail, and a trader may consider trading in the
opposite direction to the existing trend, or exiting positions in the
direction of the trend.
Don’t fall in love with your Forex position.
Never take revenge of your Forex position.

[6.3] Charts and diagrams
Forex charts are based on market action involving price. Charts are major
tools in Forex trading. There are many kinds of charts, each of which helps to
visually analyze market conditions, assess and create forecasts, and identify
behavior patterns.
Most charts present the behavior of currency exchange rates over time. Rates
(prices) are measured on the vertical axis and tim e is shown of the horizontal
axis.
Charts are used by both technical and fundamental analysts. The technical
analyst analyzes the “micro” movements, trying to match the actual
occurrence with known patterns. The fundamental analyst tries to find
correlation between the trend seen on the chart and “macro” events
occurring parallel to that (political and others).
What is an appropriate time scale to use on a chart?
It depends on the trader’s strategy. The short-range investor would probably
select a day chart (units of hours, minutes), where the medium and long-
range investor would use the weekly or monthly charts. High resolution charts
(e.g. – minutes and seconds) may show “noise”, meaning that with fine details
in view, it is sometimes harder to see the overall trend.
The major types of charts:
• Line chart
The simplest
form, based upon
the closing rates
(in each time
unit), forming a
homogeneous
line. (Such chart,
on the 5-minutes
scale, will show a
line connecting all
the actual rates
every 5 minutes).
This chart does not show what happened during the time unit selected
by the viewer, only closing rates for such time intervals. The line chart
is a simple tool for setting support and resistance levels.

• Point and figure charts - charts based on price without time. Unlike
most other investment charts, point and figure charts do not present a
linear representation of time. Instead, they show trends in price.
Increases are represented by a rising stack of Xs, and decreases are
represented by a declining stack of Os. This type of chart is used to
filter out non-significant price movements, and enables the trader to
easily determine critical support and resistance levels. Traders will
place orders when the price moves beyond identified support /
resistance levels.
• Bar chart
This chart shows three
rates for each time
unit selected: the high,
the low, the closing
(HLC). There are also
bar charts including
four rates (OHLC,
which includes the
Opening rate for the
time interval). This
chart provides clearly
visible information
about trading prices
range during the time
period (per unit)
selected.

• Candlestick chart
This kind of chart is based on an ancient Japanese method. The chart
represents prices at their opening, high, low and closing rates, in a
form of candles, for each time unit selected.
The empty (transparent) candles show increase, while the dark (full)
ones show decrease.
The length of the body shows the range between opening and closing,
while the whole candle (including top and bottom wicks) show the
whole range of trading prices for the selected time unit.

Pattern recognition in Candlestick charts
Pattern recognition is a field within the area of “machine learning”.
Alternatively, it can be defined as “the act of taking in raw data and taking an
action based on the category of the data”. As such, it is a collection of
methods for “supervised learning”.
A complete pattern recognition system consists of a sensor that gathers the
observations to be classified or described; a feature extraction mechanism
that computes numeric or symbolic information from the observations; and a
classification or description scheme that does the actual job of classifying or
describing observations, relying on the extracted features.
In general, the market uses the following patterns in candlestick charts:
Bullish patterns
: hammer, inverted hammer, engulfing, harami, harami

cross, doji star, piercing line, morning star, morning doji star.
Bearish patterns
: shooting star , hanging man, engulfing, harami,

harami cross, doji star, dark cloud cover, evening star, evening doji
star.

Chart system available at
Easy-Forex™
Trading Platform
The Easy-Forex™ Trading Platform offers the following charting tools, for both
professional and beginner traders.
The chart types:
The time scales:
The view types:

The "drawing line on the chart" types:
The Study types:
Please note: the above screen-shots were taken around mid-2006. The Easy-Forex™
platform continuously upgrades its system, while adding new features on a regular
basis.

[6.4] Technical Analysis categories / approaches
Technical Analysis can be divided into five major categories:
Price indicators
(oscillators, e.g.: Relative Strength Index (RSI))

Number theory
(Fibonacci numbers, Gann numbers)

Waves
(Elliott's wave theory)

Gaps
(high-low, open-closing)

Trends
(following moving average).

[a] Price indicators
Relative Strength Index (RSI):
The RSI measures the ratio of up-moves to
down-moves and normalizes the calculation, so that the index is expressed in
a range of 0-100. If the RSI is 70 or greater, then the instrument is assumed to
be overbought (a situation in which prices have risen more than market
expectations). An RSI of 30 or less is taken as a signal that the instrument may
be oversold (a situation in which prices have fallen more than the market
expectations).
Stochastic oscillator:
This is used to indicate overbought/oversold conditions
on a scale of 0-100%. The indicator is based on the observation that in a
strong up-trend, period closing prices tend to concentrate in the higher part
of the period's range. Conversely, as prices fall in a strong down-trend, closing
prices tend to be near the extreme low of the period range. Stochastic
calculations produce two lines, %K and %D, that are used to indicate
overbought/oversold areas of a chart. Divergence between the stochastic
lines and the price action of the underlying instrument gives a powerful
trading signal.
Moving Average Convergence/Divergence (MACD):
This indicator involves
plotting two momentum lines. The MACD line is the difference between two
exponential moving averages and the signal or trigger line, which is an
exponential moving average of the difference. If the MACD and trigger lines
cross, then this is taken as a signal that a change in the trend is likely.
[b] Number theory:
Fibonacci numbers:
The Fibonacci number sequence (1, 1, 2, 3, 5, 8, 13, 21,
34 ...) is constructed by adding the first two num bers to arrive at the third.
The ratio of any number to the next larger number is 61.8%, which is a
popular Fibonacci retracement number. The inverse of 61.8%, which is 38.2%,

is also used as a Fibonacci retracement number (as well as extensions of that
ratio, 161.8%, 261.8%). Wave patterns and behavior, identified in Forex
trading, correlate (to some extent) with relations within the Fibonacci series.
The tool is used in technical analysis that combines various numbers of
Fibonacci retracements, all of which are drawn from different highs and lows.
Fibonacci clusters are indicators which are usually found on the side of a price
chart and look like a series of horizontal bars with various degrees of shading.
Each retracement level that overlaps with another, makes the horizontal bar
on the side darker at that price level. The most significant levels of support
and resistance are found where the Fibonacci cluster is the darkest. This tool
helps gauging the relative strength of the support or resistance of various
price levels in one quick glance. Traders often pay close attention to the
volume around the identified levels to confirm the strength of the
support/resistance.
Gann numbers:
W.D. Gann was a stock and a commodity trader working in
the '50s, who reputedly made over $50 million in the markets. He made his
fortune using methods that he developed for trading instruments based on
relationships between price movement and time, known as time/price
equivalents. There is no easy explanation for Gann's methods, but in essence
he used angles in charts to determine support and resistance areas, and to
predict the times of future trend changes. He also used lines in charts to
predict support and resistance areas.
[c] Waves
Elliott's wave theory:
The Elliott Wave Theory is an approach to market
analysis that is based on repetitive wave patterns and the Fibonacci number
sequence. An ideal Elliott wave pattern shows a five-wave advance followed
by a three-wave decline.
[d] Gaps
Gaps are spaces left on the bar chart where no trading has taken place.
Gaps can be created by factors such as regular buying or selling pressure,
earnings announcements, a change in an analyst's outlook or any other type of
news release.

An up gap is formed when the lowest price on a trading day is higher than the
highest high of the previous day. A down gap is formed when the highest price
of the day is lower than the lowest price of the prior day. An up gap is usually
a sign of market strength, while a down gap is a sign of market weakness. A
breakaway gap is a price gap that forms on the completion of an important
price pattern. It usually signals the beginning of an important price move. A
runaway gap is a price gap that usually occurs around the mid-point of an
important market trend. For that reason, it is also called a measuring gap. An
exhaustion gap is a price gap that occurs at the end of an important trend and
signals that the trend is ending.
[e] Trends
A trend refers to the direction of prices. Rising peaks and troughs constitute
an up trend; falling peaks and troughs constitute a downtrend that determines
the steepness of the current trend. The breaking of a trend line usually signals
a trend reversal. Horizontal peaks and troughs characterize a trading range.
In general, Charles Dow categorized trends into 3 categories: (a) Bull trend
(up-trend: a series of highs and lows, where each high is higher than the
previous one); (b) Bear trend (down-trend: a series of highs and lows, where
each low is lower than the previous one); (c) Treading trend (horizontal-
trend: a series of highs and lows, where peaks and lows are around the same
as the previous peaks and lows).
Moving averages are used to smooth price information in order to confirm
trends and support-and-resistance levels. They are also useful in deciding on a
trading strategy, particularly in futures trading or a market with a strong up
or down trend. Recognizing a trend may be done using standard deviation,
which is a measure of volatility. Bollinger Bands, for example, illustrate
trends with this approach. When the markets become more volatile, the

bands widen (move further away from the average), while during less volatile
periods, the bands contract (move closer to the average).
Various Trend lines
Pattern recognition in Trend lines, which detect and draw the following
patterns: ascending; descending; symmetrically & extended triangles;
wedges; trend channels.
[6.5] Some other popular technical tools:
Coppock Curve
is an investment tool used in technical analysis for predicting
bear market lows. It is calculated as a 10-month weighted moving average of
the sum of the 14-month rate of change and the 11-month rate of change for
the index.
DMI
(Directional Movement Indicator) is a popular technical indicator used to
determine whether or not a currency pair is trending.
The Parabolic System (SAR)
is a stop-loss system based on price and time. It
is used to determine good exit and entry points.
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[6.6] Another way to categorize Technical Indicators:
The indicators and tools aim to provide information in various approaches:

Cycle indicators
A cycle is a term to indicate repeating patterns of market movement,
specific to recurrent events, such as seasons, elections, etc. Many
markets have a tendency to move in cyclical patterns. Cycle indicators
determine the timing of a particular market patterns. (Example: Elliott
Wave).

Momentum indicators
Momentum is a general term used to describe the speed at which prices
move over a given time period. Momentum indicators determine the
strength or weakness of a trend as it progresses over time. Momentum is
highest at the beginning of a trend and lowest at trend turning points. Any
divergence of directions in price and momentum is a warning of weakness;

if price extremes occur with weak momentum, it signals an end of
movement in that direction. If momentum is trending strongly and prices
are flat, it signals a potential change in price direction. (Example:
Stochastic, MACD, RSI).

Strength indicators
Market strength describes the intensity of market opinion with reference
to a price by examining the market positions taken by various market
participants. Volume or open interest, are the basic ingredients of this
indicator. Their signals are coincident or leading the market. (Example:
Trading Volume).

Support/Resistance indicators
Support and resistance describe price levels where markets repeatedly
rise or fall, and then reverse. This method shows the price levels at which
the market is expected to reverse and stay within the S/R levels (e.g. –
not exceeding the support or the resistance level). This phenomenon is
attributed to basic supply and demand forces. (Example: Trend Lines)

Trend indicators
Trend is a term used to describe the persistence of price movement in
one direction over time. Trends move in three directions: up, down and
sideways. Trend indicators smooth variable price data to create a
composite of market direction. Generally, the trend could be either UP,
or DOWN, or TREAD (flat). (Example: Moving Averages, Trend lines).

Volatility indicators
Describe the intensity of fluctuations in the market prices. A change in
the volatility level hints at a coming change in the price. Volatility is a
general term used to describe the magnitude, or size, of day-to-day price
fluctuations independent of their direction. Generally, changes in
volatility tend to lead changes in prices. (Example: Bollinger Bands).
Unlike the fundamental analyst, the technical analyst is not much concerned
with any of the “bigger picture” factors affecting the market, but
concentrates on the activity of that instrument's market.
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