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    Additional

    Mathematics

    Project Work4

    /XNPDQXOKDNLPDZDOXGGLQ

    6PNDJDPDNRWDNLQDEDOX

    lukman

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    Content Acknowledgement..................................................

    Objectives...............................................................

    Introduction ...........................................................

    Part 1......................................................................

    Part 2......................................................................

    Part 3......................................................................

    Further Explorations...............................................

    Reflections............................................................

    Conclusion..............................................................

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    AcknowledgementFirst of all, I would like to say Alhamdulillah, for giving me the strength and health

    to do this project work and finish it on time.

    Not forgotten to my parents for providing everything, such as money, to buy

    anything that are related to this project work, their advise, which isthe most needed for

    this project and facilities such as internet, books, computers and all that. They also

    supported me and encouraged me to complete thistask so that I will not procrastinate in

    doing it.

    Then I would like to thank to my teacher, Mdm Fazilah for guiding me throughout

    this project. Even I had some difficultiesin doing thistask, butshe taught me patiently

    until we knew what to do. She tried and tried to teach me until I understand what Im

    supposed to do with the project work.

    Besides that, my friends who always supporting me. Even this project is

    individually but we are cooperated doing this project especially in disscussion and

    sharing ideasto ensure ourtask will finish completely.

    Last but not least, any party which involved either directly or indirect incompleting this project work. Thank you everyone.

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    ObjectivesThe aims of carrying outthis project work are:

    i. To apply and adapt a variety of problem-solving strategiesto solve

    problems.

    ii. To improve thinking skills.

    iii. To promote effective mathematical communication.

    iv. To develop mathematical knowledge through problem solving

    in a way thatincreasesstudents interest and confidence.

    v. To use the language of mathematicsto express mathematical

    ideas precisely.

    vi. To provide learning environmentthatstimulates and enhances

    effective learning.

    vii. To develop positive attitude towards mathematics.

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    IntroductionA Brief History Of Statistic

    By the 18th century, the term " statistics" designated the systematic

    collection of demographic and economic data by states. In the early 19th

    century, the meaning of "statistics" broadened, then including the disciplineconcerned with the collection, summary, and analysis of data. Today statisticsis

    widely employed in government, business, and all the sciences. Electronic

    computers have expedited statistical computation, and have allowed statisticians

    to develop "computer -intensive" methods.

    The term "mathematical statistics" designates the mathematical theories

    of probability and statistical inference, which are used in statistical practice. The

    relation between statistics and probability theory developed rather late, however.

    In the 19th century, statistics increasingly used probability theory, whose initial

    results were found in the17th and 18th centuries, particularly in the analysis of

    games of chance (gambling). By 1800, astronomy used probability models and

    statistical theories, particularly the method of leastsquares, which wasinvented

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    by Legendre and Gauss. Early probability theory and statistics wassystematized

    and extended by Laplace; following Laplace, probability and statistics have been

    in continual development.

    In the 19th century, social scientists used statistical r easoning and

    probability modelsto advance the new sciences of experimental psychology and

    sociology; physical scientists used statistical reasoning and probability modelsto

    advance the new sciences ofthermodynamics and statistical mechanics.

    The development ofstatistical reasoning was closely associated with the

    development of inductive logic and the scientific method. Statisticsis not a field

    of mathematics but an autonomous mathematical science , like computerscience

    or operations research. Unlike mathematics, statistics had its origins in public

    administration and maintains a special concern with demography and economics.

    Being concerned with the scientific method and inductive logic, statistical theory

    has close association with the philosophy of science ; with its emphasis on

    learning from data and making best predictions, statistics has great overlap with

    the decision science and microeconomics. With its concerns with data, statistics

    has overlap with information science and computerscience .

    Statistics Today

    During the 20th century, the creation of precise instruments for

    agricultural research, public health concerns (epidemiology, biostatistics,

    etc.),industrial quality control, and economic and social purposes (unemployment

    rate, econometry, etc.) necessitated substantial advancesin statistical practices.

    Today the use of statistics has broadened far beyond its origins.

    Individuals and organizations use statistics to understand data and make

    informed decisions throughout the natural and social sciences, medicine,

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    business, and other areas. Statistics is generally regarded not as a subfield of

    mathematics but rather as a distinct, albeit allied, field. Many universities

    maintain separate mathematics and stati stics departments. Statistics is also

    taughtin departments as diverse as psychology, education, and public health.

    Index Number

    Index numbers are today one ofthe most widely used statistical indicators.

    Generally used to indicate the state of the economy, index numbers are aptly

    called barometers of economic activity. Index numbers are used in comparing

    production, sales or changes exports or imports over a certain period of time.

    The role-played by index numbers in Indian trade and industry is impossible to

    ignore. It is a very well known fact that the wage contracts of workers in our

    country are tied to the cost of living index numbers.

    By definition, an index number is a statistical measure designed to show

    changes in a variable or a group or related variables with respect to time,

    geographic location orothercharacteristicssuch asincome, profession, etc.

    Characteristics of anIndex Numbers

    1. These are expressed as a percentage: Index numberis calculated as a ratio

    of the currentvalue to a base value and expressed as a percentage. It must be

    clearly understood that the index number for the base year is always 100. An

    index numberis commonly referred to as an index.

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    2. Index numbers are specialized averages: An index number is an average

    with a difference. An index numberis used for purposes of comparison in cases

    where the series being compared could be expressed in different units i.e. a

    manufactured productsindex (a part ofthe whole sale price index) is constructed

    using items like Dairy Products, Sugar, Edible Oils, Tea and Coffee, etc. These

    items naturally are expressed in different units like sugarin kgs, milk in liters, etc.

    The index numberis obtained as a result of an average of all these items, which

    are expressed in different units. On the other hand, average is a single figure

    representing a group expressed in the same units.

    3. Index numbers measures changes that are not directly measurable: An

    index number is used for measuring the magnitude of changes in such

    phenomenon, which are not capable of direct measurement. Index numbers

    essentiallycapture the changesin the group ofrelated variables over aperiod of

    time. For example, ifthe index ofindustrial production is 215.1 in 1992-93 (base

    year 1980-81) it meansthatthe industrial production in that year was up by 2.15

    times compared to 1980-81. Butit does not, however, mean thatthenetincrease

    in the index reflects an equivalent increase in industrial production in all sectors

    of the industry. Some sectorsmight have increased their production more than

    2.15 times while other sectors may have increased their production only

    marginally.

    Uses of index numbers

    1. Establishes trends

    Index numbers when analyzed reveal a general trend ofthe phenomenon under

    study. For eg. Index numbers of unemployment of the country not only reflects

    the trends in the phenomenon but are useful in determining factors leading to

    unemployment.

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    2. Helps in policy making

    It is widely known thatthe dearness allowances paid to the employeesis linked

    to the cost of living index, generally the consumer price index. From time to time

    itisthe cost of l iving index, which formsthe basis of many a wages agreement

    between the employees union and the employer. Thus index numbers guide

    policy making.

    3. Determines purchasing power of the rupee

    Usually index numbers are used to determine the purchasing powerofthe rupee.

    Suppose the consumers price index for urban non-manual employeesincreased

    from 100 in 1984 to 202 in 1992, the real purchasing power ofthe rupee can be

    found out as follows: 100/202=0.495 It indicates that if rupee was worth 100

    paise in 1984 its purchasing poweris 49.5 paise in 1992.

    4. Deflates time series data

    Index numbers play a vital role in adjusting the original data to reflectreality. For

    example, nominal income(income at current prices) can be transformed into real

    income(reflecting the actual purchasing power) by using income deflators.

    Similarly, assume that industrial production is represented in value terms as a

    product of volume of production and price. If the subsequent years industrial

    production were to be higher by 20% in value, the increase may not be as a

    result ofincrease in the volume of production as one would have it but because

    ofincrease in the price. The inflation which has caused the increase in the series

    can be eliminated by the usage of an appropriate price index and thus making

    the seriesreal.

    Types of index numbers

    Three are three types of principal indices. They are:

    1. Price Index

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    The most frequently used form ofindex numbersisthe price index. A price

    index compares charges in price of edible oils. If an attempt is being made to

    compare the prices of edible oilsthis yearto the prices of edible oils last year, it

    involves, firstly, a comparison oftwo price situations overtime and secondly, the

    heterogeneity ofthe edible oils given the variousvarieties of oils. By constructing

    a price index number, we are summarizing the price movements of each type of

    oil in this group of edible oils into a single number called the price index. The

    Whole Price Index (WPI). Consumer Price Index (CPI) are some ofthe popularly

    used price indices.

    2. Quantity Index

    A quantity index measures the changes in quantity from one period to

    another. If in the above example, instead of the price of edible oils, we are

    interested in the quantum of production of edible oilsin those years, then we are

    comparing quantities in two different years or over a period of time. It is the

    quantity index that needs to be constructed here. The popular quantity index

    used in this country and elsewhere isthe index ofindustrial production (HP). The

    index of industrial production measures the increase or decrease in the level ofindustrial production in a given period compared to some base period.

    3. Value Index

    The value index is a combination index. It combines price and quantity

    changes to present a more spatial comparison. The value index as such

    measures changes in net monetary worth. Though the value index enables

    comparison ofvalue of a commodity in a yearto the value ofthat commodity in abase year, it has limited use. Usually value index is used in sales, inventories,

    foreign trade, etc. Its limited use is owing to the inability of the value index to

    distinguish the effects of price and quantity separately.

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    Calculating index number

    y Index numberIs a measure used to show the change of a certain quantity for a

    stated period oftime by choosing a specific time asthe base year. In general an

    index number is the comparison of a quantity at two different times and is

    expressed as a percentage.

    I = index number

    Q1

    = quantity atspecific time

    Qo

    = quantity at base time

    y The composite index isthe weighted mean forall the itemsin a certain situation.

    =

    = Composite index

    W = weightage

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    = index number

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    3DUW

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    The prices of good sold in shops are vary from one shop to another. Shoppers

    tend to buy goods which are not only reasonably priced but also give value for their

    money. I had carried out a survey on four different items based on the following

    categories which is food, detergent and stationery. The survey was done in three

    differentshops. Informations below showsthe results from my research.

    Question (a)

    Picture

    Stationery

    Food

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    Detergent

    Question (b)

    Data

    Category Item Price

    Giant Servay khidmat

    Food 1.self-raising flour 2.70 3.70 3.30

    2.sugar 1.80 1.60 1.35

    3.butter 3.60 2.90 3.00

    4.Eggs(grade A) 3.60 2.90 3.00

    Total price 11.70 12.00 12.15

    Detergent 1.Washing powder 19.00 21.00 20.50

    2.dish washer 4.00 3.20 2.10

    3.liquid bleach 6.00 5.50 4.90

    4.tile cleaner 10.20 9.80 9.50

    Total price 39.20 39.50 38.00

    Stationary 1.pencil(shaker) 8.90 9.20 8.20

    2.highlighter 3.50 2.90 3.80

    3.permenent marker 3.50 2.90 3.80

    4.card indexing 14.70 15.00 16.00

    Total price 30.60 30.50 32.00

    GRAND TOTAL 81.50 82.00 82.15

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    0

    2

    4

    6

    8

    10

    12

    14

    giant servay khidmat

    Food

    Self Raising Flour

    Sugar

    Butter

    Eggs

    0

    5

    10

    15

    20

    25

    giant servay khidmat

    Detergent

    washing powder

    dish washer

    liquid bleach

    tile cleaner

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    0

    2

    4

    6

    8

    10

    12

    14

    16

    giant servay khidmat

    Stationery

    pencil

    highlighter

    permenant marker

    card indexing

    0

    5

    10

    15

    20

    25

    30

    35

    40

    45

    food detergent stationary

    giant

    servay

    khidmat

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    Question (D)

    Based on all the graph in question 1(C) , we can conclude that giant hypermarket

    offersthe lowest price fortheir customers. Then followed by servayl and Khidmat. This

    is because the supplier of the giant gives the special price for it as it buy by bulk.

    servay offerthe normal price fortheir customer asit does not getspecial price from the

    supplier. While, khidmat have to sold the items atthe higherprice because the shop buy

    the items by bulk from Giant.

    0

    5

    10

    15

    20

    25

    30

    35

    40

    food detergent stationary

    giant

    servay

    khidmat

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    Other factors that influenced the prices of goods in the shops is such as the

    location ofthe shop, the population ofthe customers, the status ofthe shop, the size of

    the shop, and the rent forthe shop.

    Giant can offer the lowest price because it is situated at stratergic place so

    indirectly this factor can attract customer buy at the mall. When there are many

    customers, the demand ofthe items will be high and the mall can buy by bulk directly

    with the supplier to get the special price. The status of the shop also influenced the

    price ofthe goodssold. As example the shop with status mall will offerthe lowest price

    than the shop with status mini market. The size of the shop also will influenced the

    price. When the size ofthe shop is biggerits mean it can sell many differentitemsin the

    shop. Indirectly the shop will known as one stop center and it will attract many

    customers as the people nowadays are very busy. Giant is a bigmall and it provides

    many itemsthat we need in our life. Eventhough Giant have to pay rent forthe place,

    butit not givestoo much effectsto the price of goodssold asit has many buyers.

    Servay and khidmat cannot offer the prices as giant because they are situated

    outside the urban area like giant . So the population ofthe customer will not be as many

    as customerin giant. These shops getthe supply fortheir goods from giant. Even they

    buy by bulk with giant but their prices still will be higher than giant. The size of these

    shop also small and cannot provide too much goods fortheir customers. They justsold

    basic needed for their customers. As they not have too much customers, so the rent

    thatthey have to pay will influenced the price ofthe goodssold.

    As a conclusion, there are many factorsthat affectthe price ofthe goodssoldsin

    a shop. So, we must be a smart customerto ensure we can getthe lowest price. The

    graph below will show the conclusion of the difference among the shops based upon

    the shops grand total.

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    Question (e)

    81.1

    81.2

    81.3

    81.4

    81.5

    81.6

    81.7

    81.8

    81.9

    8282.1

    82.2

    giant servay khidmat

    grand total

    grand total

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    The item that has large price different among the shops is marker. Mydin Mall

    sold it at RM 3.00, Si Comel sold it at RM3.90 while Embat Shop sold it at RM 3.60.

    Calculate the mean

    Calculate the standard deviation

    Or

    0.8498

    The difference of the price of the marker in these three shops is maybe due to the

    price given by the supplier to the shops. giant can sold it at lowest prices because the

    demand of the buyers for the the item is high so it can buy by bulk with the supplier. So the

    shop can get the special price. The demand of the item in servay and Khidmat are low. This

    is because the customers are more interested to buy the stationery items in mall orstationery shops as there are more options to choose. So servay and khidmat cannot buy by

    bulk the stationery items with their supplier.

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    3DUW

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    Every yearmy school organises a carnival to raise funds forthe school. This year

    my school plans to install air conditioners in the school library. Last year, during the

    carnival, my class made and sold butter cakes. Because of the popularity of butter

    cakes, my class has decided to carry outthe same project forthis years carnival.

    Question (a)

    From the data in Part 1, I would go to Giantto purchase the ingredients forthe butter

    cakes. This is because giant offers the lowest price among the shops for the items I

    wantto buy. So my class will able to sold the buttercakes atthe low price and getsome

    profits form the sale. Futhermore, giantis located not far from my school. So itis easier

    to my friends and I to go there.

    Ingredient Quantity

    per cake

    Price in

    2009 (Rm)

    Price in

    2010 (Rm)

    Price index 2010 based 2009

    Self-raising flour 250g 0.90 0.675

    75

    Sugar 200g 0.35 0.36

    102.86

    Butter 250g 3.30 3.60109.10

    Eggs(grade A) 5 (300g) 1.20 1.80

    144

    (i) Calculate Price Index

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    Self raising-four

    100090 100

    11111 Sugar

    036035 100

    =102.86

    Butter

    =106.06

    Eggs (Grade A)

    137125 100

    =109.60

    (ii) Composite index

    =

    =107.74

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    To calculate composite index firstly u se the formula of composite index. Get

    the value for the formula. Lets quantity per cake be as weightage, W. Obtain the

    price index from the calculation in question (i). Then, calculate by using the

    calculator.

    (iii)

    On 2009, RM 15.00

    On 2010, suitable price is :

    Thus, the suitable price forthe buttercake forthe year2010 is RM 16.20. The

    increase in price is also suitable becaus e ofthe rise in the price ofthe ingredients.

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    Question (c)

    (i) To determine suitable capacity of air conditioner to be installed based on

    volume/ size of a room

    For common usage, air conditioner is rated according to horse power(1HP), which is approximately 700W to 1000W of electrical power. It is

    suitable for a room size 1000ft which is around 27m ofvolume. If we buy an

    airconditionerwith 3HP, itissuitabl e fora room around 81m.

    (ii) Estimate the volume of school library

    By using a measuring tape, the dimension forthe library is:

    Height=3.6m

    Width=9.0m

    Length=20.12m

    Volume ofthe room=3.6 x 9.0 x 20.12

    =651.90One unit of airconditionerwith 3HP is for81 For

    8.048This means ourschool library needs 8 unit of airconditioner.

    (iii) My classintendsto sponsorone airconditioner forthe school library. The

    calculation below isto find how many buttercakes we mustsell in orderto

    buy the airconditioner.

    1 unit of 3 HP airconditioner= RM 1800Cost fora cake = RM 6.23Selling price = RM 16.20Profit =RM 16.20- RM6.23

    = RM 9.97

    Numberof cakesto buy 1 unit of airconditioner=

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    3DUW

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    As a committee member forthe carnival, I am required to prepare an estimated

    budgetto organise this years carnival. I hastaken into consideration the increases

    in expenditur from the previous yeardue to inflation The price of food, transportation

    and tents hasincreased by 15%. The cost of games, prizes and decorationsremains

    the same,whereasthe cost of m iscellaneousitems hasincrease by 30%.

    (a)Table 3 has been completed based on the above information .

    Expenditure Ammount in 2009

    (RM)

    Amount in 2010

    (RM)

    Index Weightage

    Food 1200 1.15 x 1200 =1380 115 12

    Games 500 1 x 500 =500 100 5

    Transportation 1300 1.15 x 1300 =345 115 3

    Decoration 200 1 x 200 =200 100 2

    Prizes 600 1 x 600 =600 100 6

    Tonts 800 1.15 x800 =920 115 8

    miscellaneous 400 1.3 x400 =520 130 4

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    Composite Index

    =

    =

    The total price forthe year2010 increase by 111.625%. Thisis because some price

    in the year2009 increased in the year2010.

    (a) The change in the composite index forthe estimate budget for the carnival

    from the year 2009 to the year 2010 isthe same as the change from the

    year

    2010 to the year 2011. Below are the calculation to d etermine the

    composite index ofthe budget forthe year2011 based on the year2009.

    Composite index forthe year2009 to the year2010

    =111.625

    Composite index forthe year2010 to the year2011

    =111.625

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    Further Explorations

    History of early price indices

    No clearconsensus has emerged on who created the first price index. The

    earliestreported research in this area came from Welshman Rice Vaughan

    who examined price level change in his 1675 book A Discourse of Coin and

    Coinage. Vaughan wanted to separate the inflationary impact ofthe influx of

    precious metals brought by Spain from the New World from the effect due

    to currency debasement. Vaughan compared laborstatutes from his own time

    to similarstatutes dating back to Edward III. These statutesset wages for

    certain tasks and provided a good record ofthe change in wage levels.

    Vaughan reasoned thatthe market forbasic labord id not fluctuate much with

    time and that a basic laborerssalary would probably buy the same amount of

    goodsin differenttime periods, so that a laborer'ssalary acted as a basket of

    goods. Vaughan's analysisindicated that price levelsin England had ris en six

    to eightfold overthe preceding century. [1]

    While Vaughan can be considered a forerunnerof price index research, hisanalysis did not actually involve calculating an index.[1] In 1707

    Englishman William Fleetwood created perhapsthe firsttrue price index. An

    Oxford student asked Fleetwood to help show how prices had changed. The

    studentstood to lose his fellowship since a fifteenth century stipulation barred

    students with annual incomes over five pounds from receiving a fellowship.

    Fleetwood, who already had an interestin price change, had collected a large

    amount of price data going back hundreds of years. Fleetwood proposed an

    index consisting of averaged price relatives and used his methodsto show

    thatthe value of five pounds had changed grea tly overthe course of 260years. He argued on behalf ofthe Oxford students and published his findings

    anonymously in a volume entitled Chronicon Preciosum.[2]

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    Formal calculation

    Further information: List of price index formulas

    Given a setCof goods and services, the total marketvalue oftransactions

    in Cin some period twould be

    where

    representsthe prevailing price ofcin period t

    representsthe quantity ofcsold in period t

    If, acrosstwo periodst0 and tn, the same quantities of each goodorservice were sold, but underdifferent prices, then

    and

    would be a reasonable measure ofthe price ofthe setin one period relative to

    thatin the other, and would provide an index measuring relative prices overall,

    weighted by quantitiessold.

    Of course, forany practical purpose, quantities purchased are rarely if ever

    identical across any two periods. Assuch, thisis not a very practical index

    formula.

    One might be tempted to modify the formula slightly to

    This new index, however, doesn't do anything to distinguish growth or

    reduction in quantitiessold from price changes. To see thatthi sisso, consider

    what happensif all the prices double between t0and tn while quantitiesstay

    the same: Pwill double. Now considerwhat happensif all

    the quantities double between t0 and tn while all thepricesstay the

    same: Pwill double. In either case the change in Pisidentical. Assuch, Pis

    as much a quantityindex asitis apriceindex.

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    Variousindices have been constructed in an attemptto compensate forthis

    difficulty.

    Paasche and Laspeyres price indices

    The two most basic formulas used to calculate price indices are the Paasche

    index (afterthe German economist Hermann Paasche[pa]) and

    the Laspeyres index (afterthe German economistEtienne

    Laspeyres[laspejres]).

    The Paasche index is computed as

    while the Laspeyresindex is computed as

    where Pisthe change in price level, t0isthe base period (usually the first

    year), and tnthe period forwhich the index is computed.

    Note thatthe only difference in the formulasisthatthe formeruses period n

    quantities, whereasthe latteruses base period (period 0) quantities.

    When applied to bundles ofindividual consumers, a Laspeyresindex of 1

    would state that an agentin the current period can afford to buy the same

    bundle as he consumed in the previous period, given thatincome has not

    changed; a Paasche index of 1 would state that an agent could have

    consumed the same bundle in the base period asshe is consuming in the

    current period, given thatincome has not changed.

    Hence, one may think ofthe Laspeyresindex as one where the numeraireis

    the bundle of goods using base yearprices but currentquantities. Similarly,

    the Paasche index can be thought of as a price index taking the bundle of

    goods using current prices and currentquantities asthe numeraire.

    The Laspeyresindex systematically overstatesinflation, while the Paasche

    index understatesit, because the indices do not account forthe factthatconsumerstypically reactto price changes by changing the quantitiesthat

    they buy. Forexample, if prices go up forgood cthen, ceteris paribus,

    quantities ofthat good should go down.

    Fisher index and Marshall-Edgeworth index

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    A third index, the Marshall-Edgeworth index (named foreconomistsAlfred

    Marshall and Francis Ysidro Edgeworth), triesto overcome these problems of

    under- and overstatement by using the arithmethic means ofthe quantities:

    A fourth, the Fisher index (afterthe American economist Irving Fisher), is

    calculated asthe geometric mean ofPPand PL:

    Fisher'sindex is also known asthe ideal price index.

    However, there is no guarantee with eitherthe Marshall -Edgeworth index or

    the Fisherindex thatthe overstatement and understatement will thus exactly

    one cancel the other.

    While these indices were introduced to provide overall measurement of

    relative prices, there is ultimately no way of measuring the imperfections of

    any ofthese indices (Paasche, Laspeyres, Fisher, orMarshall -Edgeworth)

    againstreality.

    Normalizing index numbers

    Price indices are represented asindex numbers, numbervaluesthatindicate relative change but not

    absolute values (i.e. one price index value can be compared to anotherora base, butthe number

    alone has no meaning). Price indices generally select a base yearand make thatindex value equal to

    100. You then express every otheryearas a percentage ofthat base year. In ourexample above,

    let'stake 2000 as ourbase year. The value of ourindex will be 100. The price

    2000: original index value was $2.50; $2.50/$2.50 = 100%, so ournew index value is 100

    2001: original index value was $2.60; $2.60/$2.50 = 104%, so ournew index value is 104

    2002: original index value was $2.70; $2.70/$2.50 = 108%, so ournew index value is 108

    2003: original index value was $2.80; $2.80/$2.50 = 112%, so ournew index value is 112

    When an index has been normalized in this manner, the meaning ofthe number108, forinstance, is

    thatthe total cost forthe basket of goodsis 4% more in 2001, 8% more in 2002 and 12% more in

    2003 than in the base year(in this case, year2000).

    Relative ease of calculating the Laspeyres index

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    As

    s

    fr

    the

    efinitions

    o

    e, ifone

    lreadyhas

    riceand q

    antitydataor,

    alternati

    ely,

    riceandexpendituredata) forthe

    aseperiod, thencalculatingthe

    aspeyres index for

    anewperiod requires onlynewpricedata. Incontrast, calculating

    anyotherindices

    e.g., the

    Paascheindex) foranewperiod requires

    othnewpricedataandnew quantitydataor, alternati

    ely,

    othnewpricedataandnewexpendituredata) foreachnewperiod.

    ollectingonlynewpricedataisofteneasierthancollecting

    othnewpricedataandnew quantitydata, socalculatingthe

    aspeyres

    index foranewperiodtends to require less timeandeffortthancalculatingtheseotherindices fora

    newperiod.[

    ]

    Cal lati i i m iture ata

    Sometimes, especially foraggregatedata,expendituredatais more readilya

    ailablethan quantity

    data.[

    ] Forthesecases, wecan formulatetheindices interms of relati

    eprices andbaseyear

    expenditures, ratherthan quantities.

    ereis a reformulation forthe

    aspeyres index:

    et bethetotal expenditureongoodcinthebaseperiod, then

    bydefinition)we

    ha

    e andthereforealso .

    ecan substitutethese values

    intoour

    aspeyres formulaas follows:

    A similartransformationcanbemade foranyindex.

    Chai ed hai ed al ulati

    So far, inourdiscussion, wehavealways hadourpriceindices relativeto some fixedbaseperiod. An

    alternativeis totakethebaseperiod foreachtimeperiodtobetheimmediatelyprecedingtime

    period.!

    his canbedonewithanyoftheaboveindices, buthere"s anexamplewiththe

    #

    aspeyres

    index, wheret$ is theperiod forwhichwewishtocalculatetheindexandt0is a referenceperiodthat

    anchors the valueofthe series:

    Eachterm

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    answers the question% bywhat factorhaveprices increasedbetweenperiodt&

    1andperiodt'(

    .

    )

    henyoumultiplytheseall together, yougettheanswertothe question(

    bywhat factorhaveprices

    increased sinceperiodt0.

    0onetheless, notethat, whenchainindices areinuse, thenumbers cannotbe saidtobe

    1inperiodt0"

    prices.

    Indexnumbertheory

    Priceindex formulas canbeevaluatedinterms oftheirmathematical

    properties per 2 e. Several differenttests of suchproperties havebeen

    proposedinindexnumbertheory literature. .E. Diewert summarizedpast

    researchina listofnine suchtests forapriceindex ,

    whereP0andPnare vectors givingprices forabaseperiodanda referenceperiodwhile and give quantities fortheseperiods. [ 3 ]

    . Identitytest:

    heidentitytestbasicallymeans thatifprices remainthe sameand

    quantities remaininthe sameproportiontoeachother each quantityof

    anitemis multipliedbythe same factorofeither, forthe firstperiod,

    or, forthe laterperiod)thentheindex valuewill beone.

    . Proportionalitytest:

    Ifeachpriceintheoriginal periodincreases bya factor thentheindex

    shouldincreasebythe factor .

    . Invariancetochanges in scaletest:

    hepriceindex shouldnotchangeiftheprices inbothperiods are

    increasedbya factorandthe quantities inbothperiods areincreased

    byanother factor. Inotherwords, themagnitudeofthe values ofquantities andprices shouldnotaffectthepriceindex.

    . ommensurabilitytest:

    heindex shouldnotbeaffectedbythechoiceofunits usedtomeasure

    prices and quantities.

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    5. Symmetric treatment oftime (or, in parity measures, symmetric

    treatment of place):

    Reversing the orderofthe time periodsshould produce a reciprocalindex value. Ifthe index is calculated from the mostrecenttime period

    to the earliertime period, itshould be the reciprocal ofthe i ndex found

    going from the earlierperiod to the more recent.

    6. Symmetric treatment of commodities:

    All commoditiesshould have a symmetric effect on the index.

    Differentpermutations ofthe same set ofvectorsshould not change the

    index.

    7. Monotonicity test:

    A price index for lower laterpricesshould be lowerthan a price index

    with higher laterperiod prices.

    8. Mean value test:

    The overall price relative implied by the price index should be between

    the smallest and largest price relatives forall commodities.

    9. Circularity test:

    Given three ordered periodstm, tn, tr, the price index for

    periodstm and tntimesthe price index forperiods tn and trshould be

    equivalentto the price index forperiodstm and tr.

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    Quality change

    Price indices often capture changesin price and quantities forgoods and services, butthey often fail

    to account forimprovements (oroften deteriorations) in the quality of goods and services. Statistical

    agencies generally use matched-modelprice indices, where one model of a particulargood is priced

    atthe same store atregulartime intervals. The matched-model method becomes problematic when

    statistical agenciestry to use this method on goods and services with rapid turnoverin quality

    features. Forinstance, computersrapidly improve and a specific model may quickly become obsolete.

    Statisticians constructing matched-model price indices must decide how to compare the price ofthe

    obsolete item originally used in the index with the new and improved item thatreplacesit. Statistical

    agencies use several different methodsto make such price comparisons.[6]

    The problem discussed above can be represented as attempting to bridge the gap between the price

    forthe old item in time t, P(M)t, with the price ofthe new item in the latertime period,P(N)t+ 1.[7]

    The overlap methoduses prices collected forboth itemsin both time periods, t and t+1. The price

    relative P(N)t+ 1/P(N)tis used.

    The direct comparison methodassumesthatthe difference in the price ofthe two itemsis not due

    to quality change, so the entire price difference is used in the index. P(N)t+ 1/P(M)tis used asthe

    price relative.

    The link-to-show-no-change assumesthe opposite ofthe direct comparison method; it assumes

    thatthe entire difference between the two itemsis due to the change in quality. The price relative

    based on link-to-show-no-change is 1.[8]

    The deletion methodsimply leavesthe price relative forthe changing item out ofthe price index.

    Thisis equivalentto using the average of otherprice relativesin the index asthe price relative for

    the changing item. Similarly, class meanimputation usesthe average price relative foritems with

    similarcharacteristics (physical, geographic, economic, etc.) to M and N. [9]

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    Reflection