ABSTRACT for Bullions 1

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    ABSTRACT

    A PROJECT ON TECHNICAL AND FIUNDAMENTAL ANALYSIS ABOUT

    BULLION MARKETS

    The main stream of the organization is share, commodity and FOREX trading and

    Research. Their priority is to make people transform from ignorant to expertise in the chosen

    field. Everyone should be aware of investment opportunities in capital markets. Still it is an

    untapped and an overflowing market, they create opportunities for clients and they teach clients

    how to make a raw chance into an earning opportunities

    The main objective of the study is about to find out the technical and fundamental impact

    of bullion market which includes the price range of GOLD AND SILVER both in national and

    international market. We are going to take the data of Gold and Silver for seven years to analyze

    about the fundamental and technical tools involved in the market.

    In case of fundamental analysis we are going to use Inflation, Gold Reserve Ratio,

    Interest rate, Global indices, and local indices in to consideration.

    For technical analysis we going to take Indicators, Oscillators, and some technical tools

    in to consideration. In indicators we are going to use methods like

    Parabolic SAR

    Moving average

    Bollinger band

    Oscillators

    Relative strength Index

    Stochastics

    MACD

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    Tools

    Andrews pitch fork

    Trend line

    Fibonacci retracement levels

    From the findings we are going to analyze about the future price variations in bullions

    market and will suggest about that to the company.

    PRIMARY OBJECTIVE

    To find out the technical and fundamental impact of bullion market

    To analyze about the impact of gold with global economy

    SECONDARY OBJECTIVE

    To suggest the clients about the technical move in the market in future period of

    time.

    SCOPE OF THE STUDY

    The study is conducted in a way to calculate the risk and return of bullion market for past ten

    years. This will help the investors viz, individuals and the clients of the company to yield them

    higher return with lesser risk.

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    METHODOLOGY

    RESEARCH DESIGN

    The type of research design is undertaken in descriptive design since the pricing movements

    of bullion markets are analyzed.

    SAMPLE DESIGN

    For the purpose of this study the daily closing prices of Gold and silver are included

    from Multi Commodity Exchange were taken and their price movements are computed and

    studied. We will be analyzing the following prices

    Global Gold and Silver prices

    Dollar index

    USDINR prices

    Indian Gold price with reference to MCX

    SOURCES OF DATA

    Secondary source

    International Gold prices from MT4 platform

    Dollar charts from Windsor brokers

    USDINR prices from Indian forex market

    Indian gold prices from MCX

    Fundamental datas from www.forexfactory.com

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    TOOLS USED FOR ANALYSIS

    FUNDAMENTAL TOOLS

    Inflation

    Unemployment claims

    Datas related to dollar index

    Datas released by IMF

    TECHNICAL TOOLS

    Candle stick patterns

    Line chart patterns

    Trend line patterns

    Tools with mathematical calculations

    Oscillators

    Indicators

    Andrews pitch fork

    Fibonacci retracement levels

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    Description for tools used for study

    Inflation

    The term "inflation" originally referred to increases in the amount of money in

    circulation, and some economists still use the word in this way. However, most economists today

    use the term "inflation" to refer to a rise in the price level. An increase in the money supply may

    be called monetary inflation, to distinguish it from rising prices, which may also for clarity be

    called 'price inflation'.

    In economics, inflation is a rise in the general level of prices of goods and services in an

    economy over a period of time. When the general price level rises, each unit of currency buys

    fewer goods and services. Consequently, inflation also reflects an erosion in the purchasing

    power of money a loss of real value in the internal medium of exchange and unit of account in

    the economy. A chief measure of price inflation is the inflation rate, the annualized percentage

    change in a general price index (normally the Consumer Price Index) over time.

    Inflation's effects on an economy are various and can be simultaneously positive and

    negative. Negative effects of inflation include a decrease in the real value of money and other

    monetary items over time, uncertainty over future inflation may discourage investment and

    savings, and high inflation may lead to shortages of goods if consumers begin hoarding out of

    concern that prices will increase in the future. Positive effects include ensuring central banks can

    adjust nominal interest rates (intended to mitigate recessions), and encouraging investment in

    non-monetary capital projects.

    Economists generally agree that high rates of inflation and hyperinflation are caused by an

    excessive growth of the money supply. Views on which factors determine low to moderate rates

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    of inflation are more varied. Low or moderate inflation may be attributed to fluctuations in real

    demand for goods and services, or changes in available supplies such as during scarcities, as well

    as to growth in the money supply. However, the consensus view is that a long sustained period of

    inflation is caused by money supply growing faster than the rate of economic growth.

    Today, most economists favor a low, steady rate of inflation. Low (as opposed to zero or

    negative) inflation reduces the severity of economic recessions by enabling the labor market to

    adjust more quickly in a downturn, and reduces the risk that a liquidity trap prevents monetary

    policy from stabilizing the economy. The task of keeping the rate of inflation low and stable is

    usually given to monetary authorities. Generally, these monetary authorities are the central banks

    that control monetary policy through the setting of interest rates, through open market

    operations, and through the setting of banking reserve requirements.

    Other widely used price indices for calculating price inflation include the following:

    Producer price indices

    (PPIs) which measures average changes in prices received by domestic producers for

    their output. This differs from the CPI in that price subsidization, profits, and taxes may cause

    the amount received by the producer to differ from what the consumer paid. There is also

    typically a delay between an increase in the PPI and any eventual increase in the CPI. Producer

    price index measures the pressure being put on producers by the costs of their raw materials.

    This could be "passed on" to consumers, or it could be absorbed by profits, or offset by

    increasing productivity. In India and the United States, an earlier version of the PPI was called

    the Wholesale Price Index.

    Commodity price indices:

    It measure the price of a selection of commodities. In the present commodity price

    indices are weighted by the relative importance of the components to the "all in" cost of an

    employee.

    Core price indices:

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    Because food and oil prices can change quickly due to changes in supply and demand

    conditions in the food and oil markets, it can be difficult to detect the long run trend in price

    levels when those prices are included. Therefore most statistical agencies also report a measure

    of 'core inflation', which removes the most volatile components (such as food and oil) from a

    broad price index like the CPI. Because core inflation is less affected by short run supply and

    demand conditions in specific markets, central banks rely on it to better measure the inflationary

    impact of current monetary policy.

    UNEMPLOYMENT CLAIMS

    The employment situation is extremely important for a macroeconomic analysis, so the financial

    markets track employment indicators, although this is a low impact indicator compared with the

    monthly BLS's "Employment Report". This report tracks how many new people have filed for

    unemployment benefits in the previous week. For instance, when more people file for

    unemployment benefits, fewer people have jobs, and vice versa. Investors can use this report to

    gather pertinent information about the economy, but it's a very volatile data, so the four week

    average of jobless claims is monitored.

    TECHNICAL TOOLS

    CANDLESTICK PATTERNS

    Introduction to Candlesticks

    History

    The Japanese began using technical analysis to trade rice in the 17th century. While this early

    version of technical analysis was different from the US version initiated by Charles Dow around

    1900, many of the guiding principles were very similar:

    The "what" (price action) is more important than the "why" (news, earnings, and so on). All known information is reflected in the price. Buyers and sellers move markets based on expectations and emotions (fear and greed). Markets fluctuate. The actual price may not reflect the underlying value.

    http://stockcharts.com/school/doku.php?id=chart_school:market_analysis:dow_theoryhttp://stockcharts.com/school/doku.php?id=chart_school:market_analysis:dow_theory
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    Candlestick charting first appeared sometime after 1850. Much of the credit for candlestick

    development and charting goes to a legendary rice trader named Homma from the town of

    Sakata. It is likely that his original ideas were modified and refined over many years of trading

    eventually resulting in the system of candlestick charting that we use today.

    Formation

    In order to create a candlestick chart, you must have a data set that contains open, high, low and

    close values for each time period you want to display. The hollow or filled portion of the

    candlestick is called "the body" (also referred to as "the real body"). The long thin lines above

    and below the body represent the high/low range and are called "shadows" (also referred to as

    "wicks" and "tails"). The high is marked by the top of the upper shadow and the low by the

    bottom of the lower shadow. If the stock closes higher than its opening price, a hollowcandlestick is drawn with the bottom of the body representing the opening price and the top of

    the body representing the closing price. If the stock closes lower than its opening price, a filled

    candlestick is drawn with the top of the body representing the opening price and the bottom of

    the body representing the closing price.

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    Compared to traditional bar charts, many traders consider candlestick charts more visually

    appealing and easier to interpret. Each candlestick provides an easy-to-decipher picture of price

    action. Immediately a trader can see compare the relationship between the open and close as well

    as the high and low. The relationship between the open and close is considered vital information

    and forms the essence of candlesticks. Hollow candlesticks, where the close is greater than the

    open, indicate buying pressure. Filled candlesticks, where the close is less than the open, indicate

    selling pressure.

    Long Versus Short Bodies

    Generally speaking, the longer the body is, the more intense the buying or selling pressure.

    Conversely, short candlesticks indicate little price movement and represent consolidation.

    Long white candlesticks show strong buying pressure. The longer the white candlestick is, the

    further the close is above the open. This indicates that prices advanced significantly from open to

    close and buyers were aggressive. While long white candlesticks are generally bullish, much

    depends on their position within the broader technical picture. After extended declines, long

    white candlesticks can mark a potential turning point orsupport level. If buying gets too

    aggressive after a long advance, it can lead to excessive bullishness.

    http://stockcharts.com/school/doku.php?id=chart_school:glossary_s#supporthttp://stockcharts.com/school/doku.php?id=chart_school:glossary_s#support
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    Long black candlesticks show strong selling pressure. The longer the black candlestick is, the

    further the close is below the open. This indicates that prices declined significantly from the open

    and sellers were aggressive. After a long advance, a long black candlestick can foreshadow a

    turning point or mark a future resistancelevel. After a long decline a long black candlestick can

    indicate panic or capitulation.

    Even more potent long candlesticks are the Marubozu brothers, Black and White. Marubozu do

    not have upper or lower shadows and the high and low are represented by the open or close. A

    White Marubozu forms when the open equals the low and the close equals the high. This

    indicates that buyers controlled the price action from the first trade to the last trade. Black

    Marubozu form when the open equals the high and the close equals the low. This indicates that

    sellers controlled the price action from the first trade to the last trade.

    Long versus Short Shadows

    The upper and lower shadows on candlesticks can provide valuable information about the trading

    session. Upper shadows represent the session high and lower shadows the session low.

    Candlesticks with short shadows indicate that most of the trading action was confined near the

    open and close. Candlestick with long shadows show that traded extended well past the open and

    close.

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    Candlesticks with a long upper shadow and short lower shadow indicate that buyers dominated

    during the session, and bid prices higher. However, sellers later forced prices down from their

    highs, and the weak close created a long upper shadow. Conversely, candlesticks with long lower

    shadows and short upper shadows indicate that sellers dominated during the session and drove

    prices lower. However, buyers later resurfaced to bid prices higher by the end of the session and

    the strong close created a long lower shadow.

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    Candlesticks with a long upper shadow, long lower shadow and small real body are called

    spinning tops. One long shadow represents a reversal of sorts; spinning tops represent indecision.

    The small real body (whether hollow or filled) shows little movement from open to close, and

    the shadows indicate that both bulls and bears were active during the session. Even though the

    session opened and closed with little change, prices moved significantly higher and lower in the

    meantime. Neither buyers nor sellers could gain the upper hand and the result was a standoff.

    After a long advance or long white candlestick, a spinning top indicates weakness among the

    bulls and a potential change or interruption in trend. After a long decline or long black

    candlestick, a spinning top indicates weakness among the bears and a potential change or

    interruption in trend.

    Doji

    Doji are important candlesticks that provide information on their own and as components of in a

    number of important patterns. Doji form when a security's open and close are virtually equal.

    The length of the upper and lower shadows can vary and the resulting candlestick looks like a

    cross, inverted cross or plus sign. Alone, doji are neutral patterns. Any bullish or bearish bias is

    based on preceding price action and future confirmation. The word "Doji" refers to both the

    singular and plural form.

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    Ideally, but not necessarily, the open and close should be equal. While a doji with an equal open

    and close would be considered more robust, it is more important to capture the essence of the

    candlestick. Doji convey a sense of indecision or tug-of-war between buyers and sellers. Prices

    move above and below the opening level during the session, but close at or near the opening

    level. The result is a standoff. Neither bulls nor bears were able to gain control and a turning

    point could be developing.

    Different securities have different criteria for determining the robustness of a doji. A $20 stock

    could form a doji with a 1/8 point difference between open and close, while a $200 stock might

    form one with a 1 1/4 point difference. Determining the robustness of the doji will depend on the

    price, recent volatility, and previous candlesticks. Relative to previous candlesticks, the doji

    should have a very small body that appears as a thin line. Steven Nison notes that a doji that

    forms among other candlesticks with small real bodies would not be considered important.

    However, a doji that forms among candlesticks with long real bodies would be deemed

    significant.

    Doji and Trend

    The relevance of a doji depends on the preceding trend or preceding candlesticks. After an

    advance, or long white candlestick, a doji signals that the buying pressure is starting to weaken.

    After a decline, or long black candlestick, a doji signals that selling pressure is starting to

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    diminish. Doji indicate that the forces of supply and demand are becoming more evenly matched

    and a change in trend may be near. Doji alone are not enough to mark a reversal and further

    confirmation may be warranted.

    After an advance or long white candlestick, a doji signals that buying pressure may be

    diminishing and the uptrend could be nearing an end. Whereas a security can decline simply

    from a lack of buyers, continued buying pressure is required to sustain an uptrend. Therefore, a

    doji may be more significant after an uptrend or long white candlestick. Even after the doji

    forms, further downside is required for bearish confirmation. This may come as a gap down, long

    black candlestick, or decline below the long white candlestick's open. After a long white

    candlestick and doji, traders should be on the alert for a potential evening doji star.

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    After a decline or long black candlestick, a doji indicates that selling pressure may be

    diminishing and the downtrend could be nearing an end. Even though the bears are starting to

    lose control of the decline, further strength is required to confirm any reversal. Bullish

    confirmation could come from a gap up, long white candlestick or advance above the long black

    candlestick's open. After a long black candlestick and doji, traders should be on the alert for a

    potential morning doji star.

    Long-Legged Doji

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    Long-legged doji have long upper and lower shadows that are almost equal in length. These doji

    reflect a great amount of indecision in the market. Long-legged doji indicate that prices traded

    well above and below the session's opening level, but closed virtually even with the open. After a

    whole lot of yelling and screaming, the end result showed little change from the initial open.

    LINE CHART PATTERNS

    Implication

    An Ascending Continuation Triangle is considered a bullish signal. It indicates a possible

    continuation of the current uptrend.

    Description

    An Ascending Continuation Triangle shows two converging trend lines. The lower trend line is

    rising and the upper trend line is horizontal. This pattern occurs because the lows are moving

    increasingly higher but the highs are maintaining a constant price level. The pattern will have

    two highs and two lows, all touching the trend lines. This pattern is confirmed when the price

    breaks out of the triangle formation to close above the upper trend line.

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    Important Characteristics

    Following are important characteristics about this pattern.

    Occurrence of a Breakout

    Technical analysts pay close attention to how long the Triangle takes to develop to its apex. The

    general rule is that prices should break out - clearly penetrate one of the trendlines - somewhere

    between three-quarters and two-thirds of the horizontal width of the formation. The break out, in

    other words, should occur well before the pattern reaches the apex of the Triangle. The closer the

    breakout occurs to the apex the less reliable the formation.

    Duration of the Triangle

    The Triangle is a relatively short-term pattern. It may take between one and three months to

    form.

    Shape of Triangle

    The horizontal top trendline need not be completely horizontal but it should be close to

    horizontal.

    Bottom Triangle - Bottom Wedge

    Classic Pattern

    Implication

    Bottom Triangles and Bottom Wedges are considered to be bullish signals that mark a possible

    reversal of the current downtrend.

    Description

    Bottom Triangles and Bottom Wedges make up a group of patterns which have the same general

    shape as Symmetrical Triangles, Wedges, Ascending Triangles and Descending Triangles. The

    difference is that these particular formations are reversal and not continuation patterns. These

    patterns have two converging trend lines. The pattern willdisplay two highs touching the upper

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    trend line and two lows touching the lower trend line. Contrary to Triangle formations, Wedges

    are characterized by their boundary trend lines both moving in the same direction.

    This pattern is confirmed when the price breaks upward out of the Bottom Triangle or Bottom

    Wedge formation to close above the upper trend line.

    Double Bottom

    Implication

    A Double Bottom is considered a bullish signal, indicating a possible reversal of the currentdowntrend to a new uptrend.

    Description

    Double Bottoms are considered to be among the most common of the patterns. Since, they seemto be so easy to identify, the Double Bottom should be approached with caution by the investor.

    The Double Bottom is a reversal pattern of a downward trend in a stock's price. The DoubleBottom marks a downtrend in the process of becoming an uptrend.

    A Double Bottom occurs when prices form two distinct lows on a chart. A Double Bottom isonly complete, however, when prices rise above the high end of the point that formed the secondlow.

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    The two lows will be distinct. The pattern is complete when prices rise above the highest high inthe formation. The highest high is called the "confirmation point".

    Flag (Bullish)

    Implication

    A Flag (Bullish) is considered a bullish signal, indicating that the current uptrend may continue.

    Description

    A Flag (Bullish) follows a steep or nearly vertical rise in price, and consists of two parallel

    trendlines that form a rectangular flag shape. The Flag can be horizontal (as though the wind is

    blowing it), although it often has a slight downtrend.

    The vertical uptrend, that precedes a Flag, may occur because of buyers' reactions to a favorable

    company earnings announcement, or a new product launch. The sharp price increase is

    sometimes referred to as the "flagpole" or "mast".

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    Head and Shoulders Bottom

    Implication

    A Head and Shoulders Bottom is considered a bullish signal. It indicates a possible reversal ofthe current downtrend into a new uptrend.

    Description

    The Head and Shoulders bottom is a popular pattern with investors. This pattern marks a reversalof a downward trend in a financial instrument's price.

    Volume is absolutely crucial to a Head and Shoulders Bottom. An investor will be looking forincreasing volumes at the point of breakout. This increased volume definitively marks the end ofthe pattern and the reversal of a downward trend in the price of a stock.

    A perfect example of the Head and Shoulders Bottom has three sharp low points created by threesuccessive reactions in the price of the financial instrument. It is essential that this pattern form

    following a major downtrend in the financial instrument's price.

    The first point - the left shoulder - occurs as the price of the financial instrument in a fallingmarket hits a new low and then rises in a minor recovery. The second point - the head happenswhen prices fall from the high of the left shoulder to an even lower level and then rise again. Thethird point - the right shoulder - occurs when prices fall again but don't hit the low of the head.Prices then rise again once they have hit the low of the right shoulder. The lows of the shoulders

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    are definitely higher than that of the head and, in a classic formation, are often roughly equal toone another.

    The neckline is a key element of this pattern. The neckline is formed by drawing a lineconnecting the two high price points of the formation. The first high point occurs at the end of

    the left shoulder and beginning of the downtrend to the head. The second marks the end of thehead and the beginning of the downturn to the right shoulder. The neckline usually points downin a Head and Shoulders Bottom, but on rare occasions can slope up.

    The pattern is complete when the resistance marked by the neckline is "broken". This occurswhen the price of the stock, rising from the low point of the right shoulder moves up through theneckline. Many technical analysts only consider the neckline "broken" if the stock closes abovethe neckline.

    Rounded Bottom

    Implication

    A Rounded Bottom is considered a bullish signal, indicating a possible reversal of the currentdowntrend to a new uptrend.

    Description

    Rounded Bottoms are elongated and U-shaped, and are sometimes referred to as rounding turns,bowls or saucers. The pattern is confirmed when the price breaks out above its moving average.

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    Important Characteristics

    Following are important characteristic to look for in a Rounded Bottom.

    Shape

    The price pattern forms a gradual bowl shape. There should be an obvious bottom to the bowl.Price can fluctuate or be linear; however, the overall curve should be smooth and regular,without obvious spikes. For example, a V-shaped turn would not be considered a roundedbottom.

    TREND LINE PATTERNS

    A trend line is formed when you can draw a diagonal line between two or more price pivot

    points. They are commonly used to judge entry and exit investment timing when trading

    securities. It can also be referred to a Dutch line as it was first used in Holland.

    A trend line is a bounding line for the price movement of a security. A support trend line

    is formed when a securities price decreases and then rebounds at a pivot point that aligns with at

    least two previous support pivot points. Similarly a resistance trend line is formed when a

    securities price increases and then rebounds at a pivot point that aligns with at least two previous

    resistance pivot points.

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    Trend lines on a price chart.

    Trend lines are a simple and widely used technical analysis approach to judging entry and

    exit investment timing. To establish a trend line historical data, typically presented in the format

    of a chart such as the above price chart, is required. Historically, trend lines have been drawn by

    hand on paper charts, but it is now more common to use charting software that enables trend

    lines to be drawn on computer based charts. There are some charting software that will

    automatically generate trend lines, however most traders prefer to draw their own trend lines.

    When establishing trend lines it is important to choose a chart based on a price interval

    period that aligns with your trading strategy. Short term traders tend to use charts based on

    interval periods, such as 1 minute (i.e. the price of the security is plotted on the chart every 1

    minute), with longer term traders using price charts based on hourly, daily, weekly and monthly

    interval periods.

    However, time periods can also be viewed in terms of years. For example, below is a chart of the

    S&P 500 since the earliest data point until April 2008. Please note that while the Oracle example

    above uses a linear scale of price changes, long term data is more often viewed as logarithmic:

    e.g. the changes are really an attempt to approximate percentage changes than pure numerical

    value. Previous chart from 1950 to about 1990, showing how linear scale obscures details bycompressing the data.Trend lines are typically used with price charts, however they can also be

    used with a range of technical analysis charts such as MACD and RSI. Trend lines can be used to

    identify positive and negative trending charts, whereby a positive trending chart forms an

    upsloping line when the support and the resistance pivots points are aligned, and a negative

    trending chart forms a downsloping line when the support and resistance pivot points are aligned.

    Trend lines are used in many ways by traders. If a stock price is moving between support

    and resistance trend lines, then a basic investment strategy commonly used by traders, is to buy a

    stock at support and sell at resistance, then short at resistance and cover the short at support. The

    logic behind this, is that when the 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

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    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.

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    OSCILLATORS

    THE RELATIVE STRENGTH INDEX (RSI)

    The Relative Strength Index (RSI) is a technical indicator used in the technical analysis offinancial markets. It is intended to chart the current and historical strength or weakness of a stock

    or market based on the closing prices of a recent trading period. The indicator should not be

    confused with relative strength.

    The RSI is classified as a momentum oscillator, measuring the velocity and magnitude of

    directional price movements. Momentum is the rate of the rise or fall in price. The RSI computesmomentum as the ratio of higher closes to lower closes: stocks which have had more or stronger

    positive changes have a higher RSI than stocks which have had more or stronger negative

    changes.

    The RSI is most typically used on a 14 day timeframe, measured on a scale from 0 to 100, with

    high and low levels marked at 70 and 30, respectively. Shorter or longer timeframes are used foralternately shorter or longer outlooks. More extreme high and low levels80 and 20, or 90 and

    10occur less frequently but indicate stronger momentum.

    The Relative Strength Index was developed by J. Welles Wilder and published in a 1978 book,

    New Concepts in Technical Trading Systems, and in Commodities magazine (now Futures

    magazine) in the June 1978 issue. It has become one of the most popular oscillator indices.

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    INDICATORS

    MOVING AVERAGE

    In statistics, a moving average, also called rolling average, rolling mean or running

    average, is a type of finite impulse response filter used to analyze a set of data points by creating

    a series of averages of different subsets of the full data set. Given a series of numbers and a fixed

    subset size, the first element of the moving average is obtained by taking the average of the

    initial fixed subset of the number series. Then the subset is modified by "shifting forward", that

    is excluding the first number of the series and including the next number following the original

    subset in the series. This creates a new subset of numbers, which is averaged. This process is

    repeated over the entire data series. The plot line connecting all the (fixed) averages is the

    moving average. A moving average is a set of numbers, each of which is the average of the

    corresponding subset of a larger set of data points. A moving average may also use unequal

    weights for each data value in the subset to emphasize particular values in the subset.

    A moving average is commonly used with time series data to smooth out short-term

    fluctuations and highlight longer-term trends or cycles. The threshold between short-term and

    long-term depends on the application, and the parameters of the moving average will be set

    accordingly. For example, it is often used in technical analysis of financial data, like stock prices,

    returns or trading volumes. It is also used in economics to examine gross domestic product,

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    employment or other macroeconomic time series. Mathematically, a moving average is a type of

    convolution and so it can be viewed as an example of a low-pass filter used in signal processing.

    When used with non-time series data, a moving average filters higher frequency components

    without any specific connection to time, although typically some kind of ordering is implied.

    Viewed simplistically it can be regarded as smoothing the data.

    Andrews' Pitchfork

    Introduction

    Developed by Alan Andrews, Andrews' Pitchfork is a trend channel tool consisting of

    three lines. There is a median trendline in the center with two parallel equidistant trendlines on

    either side. These lines are drawn by selecting three points, usually based on reaction highs or

    lows moving from left to right on the chart. As with normal trendlines and channels, the outside

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    trendlines mark potential support and resistance areas. A trend remains in place as long as the

    Pitchfork channel holds. Reversals occur when prices break out of a Pitchfork channel.

    Picking Three Points

    The first step to using Andrews Pitchfork is selecting three points for drawing. These

    points are usually based on reaction highs or reaction lows, also referred to as pivot points. Chart

    1 shows McKesson (MCK) with Andrews' Pitchfork extending up from the June low. The first

    point selected marks the start of the median line. Points 2 and 3 define the width of the Pitchfork

    channel. The median line is based on two points: point one and the midpoint between points 2

    and 3. As such, the median line starts a point 1 and bisects points 2 and 3. This controls the slope

    (steepness) of the median line. The outside trendlines are then extended parallel to the median

    line. The red Andrews' Pitchfork shows an alternative median line based on the July low forpoint 1. Notice that the red median line still bisects the line between points 2 and 3, but it is

    steeper than the blue median line. Pitchfork slope depends on the placement of point 1.

    Chart 2 shows a downward sloping Andrews' Pitchfork with Accenture (ACN). The blue median

    line starts at point 1 and bisects the line between points 2 and 3. The outside trend lines are

    http://stockcharts.com/h-sc/ui?s=MCK&p=D&st=2006-06-01&en=2007-06-06&id=p38760271359&listNum=30&a=193053843
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    parallel and equidistant from the median line. For slope reference, the red Pitchfork uses the

    August low as point 1, which makes the median line steeper.

    Fibonacci Retracements

    Introduction

    Fibonacci Retracements are ratios used to identify potential reversal levels. These ratios arefound in the Fibonacci sequence. The most popular Fibonacci Retracements are 61.8% and38.2%. Note that 38.2% is often rounded to 38% and 61.8 is rounded to 62%. After an advance,chartists apply Fibonacci ratios to define retracement levels and forecast the extent of acorrection or pullback. Fibonacci Retracements can also be applied after a decline to forecast thelength of a counter trend bounce. These retracements can be combined with other indicatorsandprice patternsto create an overall strategy.

    The Sequence and Ratios

    This article is not designed to delve too deep into the mathematical properties behind theFibonacci sequence and Golden Ratio. There are plenty of other sources for this detail. A fewbasics, however, will provide the necessary background for the most popular numbers. LeonardoPisano Bogollo (1170-1250), an Italian mathematician from Pisa, is credited with introducing theFibonacci sequence to the West. It is as follows:

    http://stockcharts.com/school/doku.php?id=chart_school:chart_analysis:chart_patternshttp://stockcharts.com/school/doku.php?id=chart_school:chart_analysis:chart_patternshttp://stockcharts.com/school/doku.php?id=chart_school:chart_analysis:chart_patternshttp://stockcharts.com/h-sc/ui?s=ACN&p=D&st=2007-06-01&en=2008-04-06&id=p80882451495&listNum=30&a=193055060http://stockcharts.com/school/doku.php?id=chart_school:chart_analysis:chart_patterns
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    0, 1, 1, 2, 3, 5, 8, 13, 21, 34, 55, 89, 144, 233, 377, 610

    The sequence extends to infinity and contains many unique mathematical properties.

    After 0 and 1, each number is the sum of the two prior numbers (1+2=3, 2+3=5, 5+8=13

    8+13=21 etc). A number divided by the previous number approximates 1.618 (21/13=1.6153,

    34/21=1.6190, 55/34=1.6176, 89/55=1.6181). The approximation nears 1.6180 as the

    numbers increase.

    A number divided by the next highest number approximates .6180 (13/21=.6190,

    21/34=.6176, 34/55=.6181, 55/89=.6179 etc.). The approximation nears .6180 as the

    numbers increase. This is the basis for the 61.8% retracement.

    A number divided by another two places higher approximates .3820 (13/34=.382,

    21/55=.3818, 34/89=.3820, 55/=144=3819 etc.). The approximation nears .3820 as the

    numbers increase. This is the basis for the 38.2% retracement. Also, note that 1 - .618 = .

    382

    A number divided by another three places higher approximates .2360 (13/55=.2363,

    21/89=.2359, 34/144=.2361, 55/233=.2361 etc.). The approximation nears .2360 as the

    numbers increase. This is the basis for the 23.6% retracement.

    Alert Zones

    Retracement levels alert traders or investors of a potential trend reversal, resistance area orsupport area. Retracements are based on the prior move. A bounce is expected to retrace aportion of the prior decline, while a correction is expected to retrace a portion of the prior

    advance. Once a pullback starts, chartists can identify specific Fibonacci retracement levels formonitoring. As the correction approaches these retracements, chartists should become more alertfor a potential bullish reversal. Chart 1 shows Home Depot retracing around 50% of its prioradvance.

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    http://stockcharts.com/h-sc/ui?s=HD&p=D&st=2009-02-02&en=2009-07-07&id=p68073561283&listNum=30&a=192814105