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    INTRODUCTION

    PROFILE OF THE STUDY

    In this era of cut throat competition, no company can survive in the market place without

    knowing its products strengths and weaknesses. It has to fortify (Strengthen) itself

    against threats from the environment and exploit its strengths for increasing profits. In

    order to do so, the company has to conduct regular surveys to know the customers

    opinions, needs, and preferences. This helps the company to manufacture the product

    according to customers expectations. It has now become more important for the

    customer confidence and higher positioning of buyer perception. Thus, Surveys becomesgenuine key to success.

    The Bike segment is dominated by 4 major players viz. HERO HONDA,

    BAJAJ, TVS. Besides these, there are players like HONDA (Alone),LML, KINETIC,

    SUZUKI.

    The expanding Indian market, the growing size of the middle class and the rise

    in aspirations of the youth along with opening up of the Indian economy have collectively

    influenced the steady growth of the two wheeler market in India. With leading foreign

    brands in collaborations with Indian manufacturers entering the Indian market, the

    customer could not have asked for more. In fact, the Indian bike market has grown

    immensely and the preference for variety looks, design has brought in a number of

    models in the market. In the last 3 to 4 years, the craze for motorcycle over the scooters

    has picked up and one can find today even girls crazy for a motorbike not only in the

    Metros but in small towns and cities also.

    Trying to catch up with these, manufacturers are busy working out on customer profiles.

    With the increase in competition one can find a think of discounts including: cash rebates

    and free accessories to push sales of the commuter bikes. Certain changes are also visible

    as far as customer preferences are concerned. The basic 100cc bike market is suddenly

    experiencing a slow down in the growth.

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    This Commuter bike was a favorite till the other day, commanding up to 90% of the total

    bike sales. The shift towards 150 cc bikes is suddenly discernable and the segment is

    expected to grow in near future.

    Manufacturers are now rushing in to introduce bikes in this segment. Bajaj has launched

    bajaj xcd125 higher on the power ladder, Honda has come up with Shine and TVS has

    recently launched.

    The customer is the basic ingredient of marketing. The

    development of marketing strategy is based on understanding of consumer and there

    behavior. The present study attempts to understand the behavior of consumer for their

    choice in purchasing two-wheeler with special reference to bikes like Honda(shine), TVS

    (victorGX), and Bajaj(xcd125). But consumer behavior and the derived consumer

    satisfaction cannot be intact. Now days the two wheeler industry is growing at its fast

    speed. The competition is very hard and so many choices are available to customers. Here

    I have tried to find out the level of customer satisfaction regarding (Shine, xcd125, and

    victorGX) two wheelers and also what modification they want in their products. So the

    study is all about the customers preference and their satisfaction with regard to bikes

    coming under 125cc segment.

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    Bajaj Auto Limited is one of the pioneering companies in the two wheeler industry. Bajaj

    Auto has a vast network of about 1500 service centers and 500 dealers all over India. It

    has 3 manufacturing plants located at Akurdi, Waluj and Chakan in Maharashtra. The

    company's technology partner is Kawasaki Heavy Industries, Japan. The company

    exports to ASEAN region, South America and Africa.

    MILESTONES

    1945 - Bajaj Auto comes into existence as M/s Bachraj Trading

    Corporation Private Limited.

    1948 - Sales in India commence by importing two- and three-

    wheelers.

    1959 - Bajaj Auto obtains license from the Government of India to

    manufacture two- and three-wheelers.

    1960 - Bajaj Auto becomes a public limited company. Bhoomi

    Poojan of Akurdi Plant.

    1970 - Bajaj Auto rolls out its 100,000th vehicle.

    1971- The three-wheeler goods carrier is introduced.

    1972 - The Bajaj Chetak is introduced.

    1975 - BAL & Maharashtra Scooters Ltd. joint venture.

    1976 - The Bajaj Super is introduced.

    1977 - The Rear Engine Autorickshaw is introduced. Bajaj Auto

    achieves production and sales of 100,000 vehicles in a

    single financial year.

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    1981 - The Bajaj M-50 is introduced

    1984 - Foundation stone laid for the new Plant at Waluj,

    Aurangabad.

    1986 - The Bajaj M-80 and the Kawasaki Bajaj KB100

    motorcycles are introduced. 500,000 vehicles produced and

    sold in a single financial year.

    1990 - The Bajaj Sunny is introduced

    1991 - The Kawasaki Bajaj 4S Champion is introduced.

    1998 - Kawasaki Bajaj Caliber rolls out of Waluj.

    2001- Bajaj Auto launches its latest offering in the premium bike

    segment Pulsar. The Eliminator is launched.

    2003- Pulsar DTS-i is launched.

    2004 - Bajaj unveils new brand identity, new symbol, logo

    and brand line

    2007 - 200 cc Pulsar DTS-i launched

    2008 - xcd125 is launched

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    Bajaj XCD125

    Bajaj XCD 125cc DTS-Si

    The bike Bajaj XCD 125cc DTS-Si was launched by the company Bajaj in September

    and it was expected that the company will manufacture 20000 units of the bike initially

    that will be increased to 50,000 units in the coming months to increase the production to

    make it the highest produced bike of the market.

    The key attractive feature of the bike is its cost and the introduction of the engine range

    XCD 125cc that will give it an increased performance in to be between the 100cc and

    150cc.

    Sporty Look of the Bike

    The look and technical specification of the bike are taken from the alliance company of

    Bajaj, Kawasaki. The XCD design is also a feature imported from Kawasaki. The bike is

    stylish and decent .It has black visor. The bike had a bit aggressive in looks and has

    graphics on the tank. The bike had some traditional features like the clear lens indicator

    and 5 spoke alloy wheels and also some new added features are large headlamp and twin

    pilot lamp. The bike has a digital speedometer and has led tail lamps.

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    http://www.google.co.in/imgres?imgurl=http://www.bikes4sale.in/photos/bikes4sale.in_xcd1.jpg&imgrefurl=http://www.bikes4sale.in/bajajxcd125.php&h=113&w=150&sz=260&tbnid=3gmAM3YlNq4J:&tbnh=113&tbnw=150&prev=/images%3Fq%3DBajaj%2BXCD125&sa=X&oi=image_result&resnum=1&ct=image&cd=3http://www.google.co.in/imgres?imgurl=http://bp1.blogger.com/_QxpmZtfzoIU/RuUNqG6a-7I/AAAAAAAAAvU/4II2wJyaNLk/s400/bajaj_xcd_3.jpg&imgrefurl=http://rearset.blogspot.com/2007/09/bajaj-xcd-125-ridden.html&h=124&w=121&sz=28&tbnid=LdDY54bDjDsJ:&tbnh=124&tbnw=121&prev=/images%3Fq%3DBajaj%2BXCD125&sa=X&oi=image_result&resnum=1&ct=image&cd=2
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    Bajaj XCD 125cc DTS-Si Technical Specification

    Dimensions & Weight

    Length (mm) 1980

    Width (mm) 760

    Height (mm) 1200

    Wheelbase (mm) 1275

    Ground Clearance

    (mm)170

    Kerb Weight (kgs) 113

    Engine

    Model Designation Digital Twin Spark - Swirl induction (DTS-SI)

    No. Of Cylinders 04

    Type Four stroke Natural Air-cooled

    Clutch Multi-Plate Wet type

    Displacement (cc) 124.58 cc

    Ignition systemMicroprocessor controlled Digital CDI, with TRICS incorporated

    in Carburettor Ignition Timing

    Gear Box 04 Gear Constant Mesh

    Suspension

    Front Telescopic (125 mm travel)

    Rear Swing arm with 5-step adjustable Shock absorbers with DualSNS type Spring (105 mm travel)

    Brakes

    Front Mechanically expanding shoes, Drum type

    Rear Mechanically expanding shoes, Drum type

    Tyres

    Front 2.75 - 17 41P

    Rear 3.00 - 17 50P

    Fuel Tank 8 Liters (1.8 Liters of reserve)

    PerformanceMax. Horsepower

    (ps/rpm)9.53 PS( 7.01 kW) at 7000 rpm

    Max. Torque (kgm/rpm)

    10.85 Nm at 5000rpm

    Maximum Speed 90 Kmph (with single rider of 68 kg)

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    Mileage 109 KMPL

    TVS VICTOR GLX 125 CC

    Specifications

    Engine & Transmission

    Type 4 Stroke air cooled OHC

    Cubic Capacity 124.8 cc

    Max Power 7.16 Kw @ 7500 rpm

    Max Torque 9.5 nm @ 5500 rpm

    Bore X Stroke 54.5 mm X 53.5 mm

    Compression Ratio 9.2:1

    Transmission 4 speed contant mesh

    Engine & Transmission

    Front Telescopic oil-damped: 105 mm

    travel

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    RearHydraulic with co-axial spring:

    75 mm travel

    Brakes & Wheels

    Tyre (front) 2.75 x 18

    Tyre (rear) 3.00 x 18

    Brake (front)240 mm Disc (optional)130 mmDrum 130 mm Drum

    Electricals

    Head Lamp 12 V, 35/35 W

    Tail Lamp 12 V, 5/10 W

    Turn Signals 12 V, 10 W

    Ignition System Digital Ignition

    Dimensions & Weights

    Wheel Base 1260 mm

    Kerb Weight 118 kg

    Capacities

    Fuel Tank 13 Litre

    Fuel Reserve 2.5 Litre

    Colours AvailableBlue, Blue-Silver, Red-Silver,

    Yellow, Green

    TVS Motor Company is part of Sundaram Clayton group in TVS group of companies.

    TVS Motor Company is the main flag ship company of Sundaram Clayton group. TVS

    Motors is the third largest two-wheeler manufacturer in Indian and ranks among the top

    ten globally. It is the first company in the world to be honored with the Deming Prize for

    Total Quality Management. The Company was the first in India to launch 2-seater 50cc

    moped and 100 cc Indo-Japanese Motorcycles. At Present TVS Apache, TVS Victor,TVS Scooty, TVS Centra and TVS Fiero are the popular bikes in Indian Market.

    MILESTONES

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    Indias first 2 seater 50cc Moped TVS 50, launched in Aug 1980.

    In 1982 SCL established Joint Venture with Suzuki Motor

    Corporation.

    In 1994 the company entered the market segment of scooters with introduction of

    Scooty 2S, which was totally an indigenous design. Introduced India's first catalytic converter enabled motorcycle, the 110cc Shogun

    in Dec 1996.

    Launched India's first 5-speed motorcycle, the Shaolin in Oct 1997.

    Launched TVS Victor, 4-stroke 110 cc motorcycles, in August 2001; Indias first

    fully indigenously designed and manufactured motorcycle.

    In 2000 the first 4 stroke motorcycle was launched called Fiero

    Launched TVS Star in Sept 2004, a 100 cc motorcycle which is ideal for roughterrain

    Launched TVS Apache in Nov 2005. It finally went on to be the Bike of the

    Year for2006, winning 6 prestigious awards

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    TVS Apache

    TVS Apache with its shapely streamlined tank and engine design is really an eye

    -stopper. Its smooth and flawless finish makes this bike desirable to the market. Its

    tough but light 6 spoke black alloy wheels are really supportive for better control and

    excellent riding of this two wheeler. Its uniquely designed head lamp has become one

    of the best head turner in the market of two wheelers.

    Its 240 mm disc brake is helpful in stopping one in any sudden situation toavoid accident. Its all gear start and low friction engine with RCF technology are the

    key factor of better efficiency of this bike. It is further equipped with various

    upgraded technology like monotube inverted gas filled shocks, IDI lean burn, iE

    surge (intake and exhaust resonator), synchro stiff chassis etc. for the proper safety

    and security of the persons seating on the bike.

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    Its symbol, the Wings, represents the company's unwavering dedication in achieving

    goals that are unique and above all, conforming to international norms. These wings

    are now in India as Honda Motorcycle & Scooter India Pvt. Ltd. (HMSI), a wholly

    owned subsidiary of Honda Motor Company Ltd., Japan. In September 2004, Honda

    Motorcycle and Scooters India Limited (HMSI), the wholly owned subsidiary of the

    Japan-based Honda Motor Company Limited (HMCL), launched its first 150cc

    motorcycle named 'Shine.' Priced at Rs. 50,043 (ex-showroom price, Delhi), Shine

    had a four stroke 13.3 bhp engine with five gears. The new bike was available in five

    colours and was designed to achieve a speed of 0 to 60 kmph in five seconds. Shine

    was promoted with the caption "Be a wing rider." (Refer Exhibit I for a visual of

    Shine). Targeted at youth, Shine looked sportier than all the existing motorcycles in

    the premium segment and was pitted against Bajaj Pulsar, the leader with 75 percent

    market share in that segment.

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    Honda Shine

    This bike with powerful 4 stroke 125 cc engine delivering output of 13.3 bhp engine

    clubbed with many other high end equipments like Constant Volume (CV)

    Carburetor, pulse exhaust system, offset crank and 2 way air jacket. Its multi mapping

    CDI, roller rocker arm, 4 speed gears, tumble free combustion etc. determine the

    performance as well as its aesthetic value. Its aerodynamic body lining, sporty and

    sleek design, appealing tail lamp and excellent body graphics etc are enhancing its

    style statement day by day. Unique shock absorbing mono suspension prevents

    discomfort due to the sudden jerk caused by uneven road. Its flexible seating

    arrangement, ample foot space gives the total comfort of journey. Fully equipped with

    various cutting edge technologies, this bike comes with hole plugging mechanism,

    tuff up tube, easy primary kick etc.

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    CONSUMER BEHAVIOUR

    Before getting into details of Consumer Behaviour, one must go through certain basic

    terminologies. In general terms both Consumer and Customer are considered the

    same but they are quite different.

    The term Customer is some what different from the term consumer. The term

    customer is used to refer to someone who purchases goods and services from a particular

    store or company. Thus a customer is defined in terms of a specific term while a

    consumer is not

    Consumer may be referred to any one engaged in evaluating, acquiring, using or

    disposing of goods and services which he expects will satisfy his

    needs.

    So ultimately Consumers are that individual who consumes or uses a product,

    which may or may not be purchased by him.

    So after getting into these terms we need to get into the details of Consumer

    Behaviour.

    Consumer Behaviour Consumer behaviour refers to how a consumer behaves or acts

    or reacts in making a purchase of goods and services of his choice in different situations.

    The term consumer Behaviour can be defined as, The behaviour that consumersdisplay in searching for purchasing, using, evaluating and disposing of products, services

    and ideas which they expect will satisfy their needs.

    - Leon G. Schiff man and Leslie Lazar Kanuk.

    The study of consumer behaviour not only focuses on how and why consumers make

    buying decisions, but also focuses on the uses which consumers make of the goods they

    buy and their evaluation of these goods after use. If the goods after use dont satisfy the

    consumers, they my feel dissatisfied perhaps because post- purchase services are not up

    to their satisfaction, and thus, this may influence their purchase of the goods and it may

    also influence the buying decision of many others who might come in contact with them.

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    The detailed study ofConsumer Behaviour orConsumer Preferences focuses on-

    Who Buys products or services? How do they buy products or services?

    Where do they buy them? How often do they buy them? When do they buy them? Why do they buy them? How often do they use them?

    These questions will help in understanding the factors that influence the decision making

    process of the consumers. The buyers decision making process includes the following:-

    1. Problem recognition

    2. Information search

    3. Evaluation of alternatives

    4. Purchase decision

    5. Post purchase behaviour

    1. Problem recognition: - First and the foremost step is to identify the problem i.e.

    what actually one wants with regard to the product.

    2. Information Search: - Second step is to search the relevant information

    regarding the Product which one wants.

    3. Evaluation of alternatives: - Third step is to evaluate the collected information

    i.e. analyze the information.

    4. Purchase decision: - In forth step the product is actually purchased.

    5. Post purchase behaviour: - In fifth step the consumer actually reacts against the

    quality, quantity etc received after the purchasing the product i.e. in this stage he

    reacts on the basis of his getting satisfied after the purchase of the product.

    The buyers decisions include the following:-

    Product choice Purchase timing Brand choice

    Purchase amount. Dealer choice

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    Significance of the study

    To know about the customer preference and decision process with regard to 100-

    125cc bike.

    To know the Basic consumer buying behaviour and the reasons because of whichthey switch from one company to another.

    To know about the companys details (profile, Products)

    This study would help in revealing the type and specific qualities of the bikesoffered by the company to their consumers.

    To study the satisfaction level of consumers who uses bikes.

    To study the factors influencing consumers to buy 125cc bikes. To study effect of advertisement on the purchasing decision of the consumers

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    Objectives of the study

    The clear purpose or objective of the research enables the researcher to collect

    necessary relevant information. The objective of the research is to know the Customer

    preferences and customer satisfaction with regard to specific brands of bikes (TVS,

    HONDA and BAJAJ) under 100-125cc category between the age group of 18-25

    College going student on the basis of Price, Fuel efficiency, Brand, Style and comfort

    name.

    .

    Knowledge about two-wheelers (Bikes).

    Knowledge about the market share of two- wheeler.

    To know about the leaders of the market in two wheelers (Bikes).

    Find out the quantum of customer satisfaction with respect to 100-125cc bikes

    especially the college going students within the age group of 18-25.

    Determine the influence of reference group in the purchase decision of college

    going students.

    Find out the ways for improving of the services to attain level of customer

    satisfaction.

    Study area:

    Target segment: COLLEGE GOING STUDENTS

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    LITERATURE REVIEW

    Once the problem is formulated, the researcher has to undertake an extensive literature

    survey related to problem. The literature survey undertaken here includes books and

    different websites from the internet.

    The research project was to know the Customer preferences and customersatisfaction with regard to specific brands of bikes (TVS, HONDA and BAJAJ)under 100-125cc category between the age group of 18-25 College going student on

    the basis of Price, Fuel efficiency, Brand, Style and comfort name.

    Schiffman. G. Leon and kanuk lazare Leslie 1 - Study of the customerbehaviour is the study of how individuals make decisions to spend their available

    resources (Time, Money and Efforts) on consumption related items. It includes

    the study what they buy, whey they buy it, when they buy it, where they buy it,

    how often they buy it and how often they use it. The primary purpose for thestudy consumer behaviour as apart of marketing curriculum is to understand how

    and how customers make their purchase decisions. There insights enable

    marketers to design more effective marketing strategies.

    Gupta.C .B and Dr. Nair. N.Rajan2- A business is based on understanding thecustomer and providing the kind of products that the customer wants.

    Mamoria C.B. and Mamoria Satish 3 - Consumer behaviour is the processwhere by individuals decide what, when, where, how and from whom to purchase

    goods and services. Buying behaviour may be viewed as an orderly process here

    by individual interacts with his environment for the purpose of making market

    decision on products and services.

    Nair Suja. R.4 -The success of the firm will be determined by how effective ithas been in meeting the diverse customer needs and wants by treating each

    customer as unique and offering products and services to suit his/her needs.

    Bennett Peter.D. And Kassarjian Haroldh5 - A great deal of research activityin marketing is design to shed light on the customer decision process.

    Kothari C.R.6 For data analysis different statistical techniques are being usedsuch as scaling techniques, correlation, hypothesis testing.

    http://www.tvsapache.com/home.aspx http://www.bajajauto.com/pulsar/ http://www.honda2wheelersindia.com/shine/ride_n_fly/be_a_wing_rider.asp

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    http://www.tvsapache.com/home.aspxhttp://www.bajajauto.com/pulsar/http://www.honda2wheelersindia.com/unicorn/ride_n_fly/be_a_wing_rider.asphttp://www.honda2wheelersindia.com/unicorn/ride_n_fly/be_a_wing_rider.asphttp://www.tvsapache.com/home.aspxhttp://www.bajajauto.com/pulsar/http://www.honda2wheelersindia.com/unicorn/ride_n_fly/be_a_wing_rider.asphttp://www.honda2wheelersindia.com/unicorn/ride_n_fly/be_a_wing_rider.asp
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    http://auto.indiamart.com/motorcycles/

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    http://auto.indiamart.com/motorcycles/http://auto.indiamart.com/motorcycles/
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    RESEARCH METHODOLOGY

    Research Methodology is a way to systematically solve the research problem, which is a

    science of study how research is done scientifically. Thus research methodologyencompasses the research methods or techniques; the research is capable of being

    evaluated either by the researcher himself or by others.

    SAMPLINGSampling may be defined as the selection of some parts of an agreement or

    totality for the purpose of study. All the items in any field of inquiry constitute a

    universe or population, a complete enumeration of all the items in the population

    is known as Census inquiry. But when the field of inquiry is large this methodbecomes difficult to adopt because of the limited no. of resources involved in the

    case sample survey method is chosen under which units are selected in such a way

    that they represent the entire universe.

    SAMPLING DESIGN

    CENSUS METHOD : - All the items in any field of inquiry constitute a

    Universe or Population. A complete enumeration of all the items in the

    Population is known as a Census inquiry. It can be presumed that in such an

    inquiry, when all items are covered, no element of chance is left and highest

    accuracy is obtained. But in practical it is not true in all cases. This type of inquiry

    involves a great deal of time, money and energy. Therefore, when the field of

    inquiry is large, this method becomes difficult to adopt because of the resources

    involved.

    SAMPLING METHOD:- When field studies are undertaken in practical

    life, consideration of time and cost almost invariably lead to a selection of

    respondents i.e. selection of only few items. The respondent selected should be as

    representative of total population. These respondents constitute what is

    technically called a Sample and the selection process is called Sampling

    Technique. The survey so conducted is known as Sample Survey.

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    Implementation of Sample Design: - A sample design is a definite plan for

    obtaining a sample from a given population. It refers to the technique or the procedure the

    researcher would adopt in selecting items for the sample. Sampling design may as well

    lay down the number of items to be included in the sample i.e. the size of sample. Sample

    design is determined before the data are colleted.

    Steps In Sampling Design :- While developing a research design following

    items are taken into consideration:-

    I. Type of universe: - First and the foremost step is to clearly define the

    universe to be studied. As I have taken the area of Yamuna Nagar City

    (Haryana), so for me here the universe is Yamuna Nagar area. No

    doubt it is a finite universe but the area is very big and cant be

    covered easily due to shortage of time.

    II. Sampling unit: - A decision has to be taken concerning a sampling

    unit before selecting sample. Here my sample unit includes college

    going students who own bikes.

    III. Size of sample: - This refers to the number of items to be selected

    from the universe to constitute a sample. Here I have taken the sampleof 200 College going students who have bikes.

    IV. Parameters of interest: - In determining the sample design, one must

    consider the question of the specific population parameters which are

    of interest. Here I had taken only college going students who own their

    bike.

    V. Sampling procedure: - Finally the technique of selecting the sample

    is to be dealt with. That means through which method the sample has

    been collected. There are various types of selecting the sample. This

    includes probability sampling, random sampling, stratified sampling,

    cluster sampling, convenience sampling. Here I have used the cluster

    sampling method for data collection, as Yamuna Nagar area is very big

    and there are many colleges as well as the hostels.

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    Analytical toolMulti Dimensional Scaling

    Multidimensional scaling (MDS) is a method for analyzing a (similarity or dissimilarity)

    proximity matrix based on a set of observations. The purpose of MDS is to model the

    proximity of observations in order to represent them as accurately as possible in a limited

    number of dimensions (usually 2). There are different MDS algorithms: XLSTAT uses

    the SMACOF (Scaling by Majoring a Convex Function) algorithm that minimizes the

    "normalized stress" function. Furthermore, there are several MDS models (or

    representation functions), i.e. several ways to transform the dissimilarities into disparities.

    The disparities are the distances that describe the optimal representation for the

    observations. The difference between the disparities and the distances measured on the

    representation resulting from the MDS is called the stress: the lower the stress, the better

    the representation of the observations.

    When the representation function simply respects the relative order of the observations,

    one speaks about ordinal MDS or non-metric MDS. When the dissimilarities are

    transformed into disparities using a specific parametric function, one speaks about metric

    MDS. The following models are available in the current version of XLSTAT:

    Metric MDS

    Absolute MDS: each dissimilarity dij must exactly match the distance between

    points i and j in the representation space.

    Ratio MDS: the ratio of all distance pairs in the representation space must

    correspond to the ratio of the corresponding dissimilarities.

    Interval MDS: the ratio of all differences between distances in the representation

    space must correspond to the ratio of the differences of the corresponding dissimilarities.

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    Note: the current version of XLSTAT does not support negative disparities that may

    occur if you use the "interval" model. If an error message is displayed on this subject, you

    must use another model to process your data.

    Nonmetric MDS

    ordinal (1): the order of the distances in the representation space must correspond

    to the order of the corresponding dissimilarities. If there are two dissimilarities of the

    same rank, then there are no restrictions on the corresponding distances.

    ordinal (2): identical to the previous model, but if dissimilarities exist in the same

    rank, the corresponding distances must be equal.

    The stress measures the quality of the representation for a given number of dimensions.

    The lower it is, the better the representation.

    Various formulas have been proposed by different authors. Although the minimization is

    always based on the normalized stress, XLSTAT allows to show the results using the four

    formulas defined below:

    Raw stress: it gives the quality of the representation based on the squared errors ofthe representation compared with the disparities. The formula gives:

    Where Dij is the disparity between individuals i and j, and dij is the Euclidean distance

    on the representation for the same individuals. wij is the weight of the ij proximity (value

    is 1 by default).

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    . Normalized Stress: it gives the quality of the representation based on the squared

    errors of the representation compared with the disparities, divided by the sum of the

    squared disparities. The formula gives:

    Kruskal's stress 1: it gives the quality of the representation based on the square

    root of the squared errors of the representation compared with the disparities, divided by

    the sum of the squared distances on the representation. The formula gives:

    Kruskal's stress 2: it gives the quality of the representation based on the square

    root of the squared errors of the representation compared with the disparities, divided by

    the sum of the squared centered distances on the representation. The formula gives:

    where is the average of the distances on the representation. This formula usually results

    in a stress value that is approximately twice the value obtained for Kruskal's stress 1.

    In order to know if the representation quality is good enough, some rules exist, mostly

    based on the Kruskal's stress 1. However, the Shepard diagram that allows to compare the

    dissimilarities with the distances and to observe some ruptures in the ordination of the

    values is a empirical but reliable method. The more the chart looks linear, the better the

    representation. The way the stress evolves when the number of dimensions decreases isalso interesting to detect if a significant amount of information is being lost in the

    selected representation.

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    Correlation

    One of the Statistical tool which I am going to apply in my project i.e. correlation.

    Correlation is their when change in the value of one variable influences the change in the

    value of other variable.

    The statistical tool with the help of which relationship between two or more than

    two variables are studied is called correlation

    It refers to the techniques used in measuring the closeness of the relationship between the

    variables.

    Correlation analysis deals with the association between two or more variables.

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    Correlation

    Let us take the hypothesis as:-

    H0 = Let there is no correlation between various factors like Price,

    Brand name, Fuel Efficiency, style & comfort and the Purchase of

    bike(HONDA,BAJAJ and TVS)

    H1 = Let there is correlation between various factors like Price, Brand

    name, Fuel Efficiency, style & comfort and the Purchase of

    bike(HONDA,BAJAJ and TVS)

    X

    Dx

    Y

    Dy

    HONDA BAJAJ TVS

    -1 0 1 F f dy fdy2 fdxdy

    Price -2 23 4 5 32 -64 128 36

    Brand -1 14 24 4 42 -42 42 10Fuel Efficiency 0 18 10 6 34 0 0 0Style 1 32 6 12 50 50 50 -20

    Comfort 2 20 17 5 42 42 168 -30

    f 107 61 32 200 28 388 -4fdx -107 0 32 -75fdx2 107 0 32 139fdxdy -12 0 8 -4

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    Coefficient of Correlation =

    r = N fdxdy - fdxfdy

    Nfdx2-(fdx)2 Nfdy2-(fdy)2

    r = 200x-4 (-75)(28)__________

    27800-5625 77600-784

    r = +0.0314

    Hence it has been proved that there is a correlation between various

    factors and purchase of bikes.

    Data CollectionThe task of data collection begins after the research program has been

    defined and research design plan has been checked out. The data collected is

    important part of research.

    DATA COLLECTION METHOD

    In the data collection method different methods are adopted for primary data

    collection and secondary data collection.

    PRIMARY DATA COLLECTION

    Primary data is the data which is collected through observation or

    direct communication with the respondent in one form or another. These

    are several methods for primary data collection like Observation method,

    Interview method, through schedule, through questionnaires and so on.But as time was limited so, the relevant data was collected from the

    selected units by adopting and arranging personal interview with the

    shopkeeper and dealer along with a pre structured questionnaire. In this

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    method I thank the views of shopkeepers and dealer through the use of

    questionnaire and general interview.

    SECONDARY DATA COLLECTION

    The companys past database is taken into reference along With

    company brochures.

    DATA COLLECTION INSTRUMENTS

    The data collection instruments used in the study is mentioned below:-

    o QUESTIONNAIRE

    The method of data collection is quite popular. I prepared a questionnaire

    after knowing the different objectives of the study and considering all the

    things that are required for studying the dissertation topic.

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    Hypothesis Testing(By applying Chi-Square)

    Chi-square test is used when the set of observed frequencies obtained after

    experimentation have to be supported by hypothesis or theory. The test is known as X2-

    test of goodness of fit and is used to test if the deviation between observation

    (experiment) and theory may be attributed to chance (fluctuations of sampling).

    Here we have the assumption of H0 and H1. If the values come in accordance to the

    depicted values then the hypothesis is accepted else its rejected.

    (O-E) 2x2 = where,

    E

    O = observed frequency

    E = Expected frequency

    Chi-square test

    Let us take the hypothesis as:-

    H0 = Let there is no correlation between various factors like Price,

    Brand name, Fuel Efficiency, style & comfort and the Purchase of

    bike(HONDA,BAJAJ and TVS)

    H1 = Let there is correlation between various factors like Price, Brand

    name, Fuel Efficiency, style & comfort and the Purchase of

    bike(HONDA,BAJAJ and TVS)

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    Honda TVS BAJAJ f

    Price 4 5 23 32

    Brand 24 4 14 42

    Fuel Efficiency 10 6 18 34

    Style 6 12 32 50

    Comfort 17 5 20 42

    f 61 32 107 200

    EXPECTED

    HONDA TVS BAJAJ f

    Price 9.76 5.12 17.12 32

    Brand 12.81 6.72 22.47 42

    Fuel Efficiency 10.37 5.44 18.19 34

    Style 15.25 8 26.75 50

    Comfort 12.81 6.72 22.47 42

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    f

    61 32 107

    200

    Observed Value Expected value (O-E)2 (O-E)2/E

    4 9.76 33.06 3.3824 12.81 125.21 9.7710 10.37 0.136 0.0136 15.25 85.56 5.6117 12.81 17.55 1.375 5.12 0.014 0.0024 6.72 12.83 1.906 5.44 0.13 0.05612 8 16 25 6.72 2.95 0.4323 17.12 34.57 2.01

    14 22.47 71.74 3.1918 18.19 0.036 0.00132 26.75 27.56 1.00320 22.47 6.100 0.27

    2 Calculated = 31.033

    V = (r-1) (c-1) = (5-1) (3-1) = 8

    for V =8 20.05 table value = 15.5

    So, 2 0.05 table value is less than 2 calculated value, so hypothesis

    (Null) is rejected and the alternate hypothesis is accepted. Therefore there is a

    correlation between various factors like Price, brand name, Fuel Efficiency,

    style & comfort and the Purchase of bike (HONDA, BAJAJ and TVS)

    Limitation of the study

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    Respondents answers may be biased.

    Price of the bikes is confined only to a particular period.

    Time constraint.

    The main limitation of the study is that the survey will be limited to Yamuna

    Nagar.

    There is Difference between X-showroom prices of bikes in one city with respect

    to other.

    Lack of researchers experience might result into biasness.

    Results and Discussions

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    Table 1

    Are your aware about 125cc bike brands available in the market?

    Are your aware about 125 cc bike

    brands available in the market?

    No. of respondents

    Fully Aware 93Aware 76

    Less aware 31

    Table 1 shows that 93 of respondents are fully aware about 125 cc bikes in market, 76 of

    respondents just aware about 125 cc bikes and only 31 of respondents are have little bit

    knowledge about 125cc.

    9376

    31

    0

    50

    100

    Fully

    Aware

    Aware Less

    aware

    No. of respondents

    No. of

    respondents

    Fig. 1

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    Table 2

    How do you come to know about this brand/model of

    125 cc bike?

    How do you come to know about this

    brand/model of 125cc bike?

    No. of respondents

    Friends 45

    Advertisement 87

    Publicity 10

    Family members 47

    Any other 11

    0

    10

    20

    30

    40

    50

    60

    70

    80

    90

    No. of respondents

    Friends

    Advertisement

    Publicity

    Family members

    Any other

    Table 2 shows that 45 of respondents came to know about brand of bikes from friends, 87

    of respondents came to know about brand of bikes from advertisement, 10 of respondents

    came to know about brand of bikes from publicity, 47 of respondents came to know about

    brand of bikes from family members and 11 of respondents came to know about brand of

    bikes from other sources.

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    Table 3

    Which factor influence you more to purchase a bike?

    Which factor influence you more to

    purchase a bike?

    No. of respondents

    Brand image 53

    Fuel efficiency 81

    Price 27

    Comfort 17

    Syle 25

    Table 3 shows that 53 respondents are influenced to purchase a bike from its brandimage, 81 respondents are influenced to purchase a bike from its Fuel efficiency, 27

    respondents are influenced to purchase a bike from its lesser Price, 17 respondents areinfluenced to purchase a bike from its Comfort, 25 respondents are influenced topurchase a bike from its Style.

    53

    81

    27

    1725

    0

    20

    40

    60

    80

    100

    No.ofres

    pondents

    Brand image Fuel ef ficiency Price Comf ort Syle

    Which factor influence you more to purchase a bike ?

    Fig. 3

    Table 4

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    Are you satisfied with its overall performance?

    Are you satisfied with its overall

    performance?

    No. of respondents

    Fully Satisfied 41

    Satisfied 104

    Moderate 42

    Less satisfied 10

    Poor 3

    Table 4 shows that 41 of respondents are fully satisfied with the performance of their

    bikes, 104 of respondents are satisfied with the performance of their bike, 42 of

    respondents are moderate in satisfaction with the performance of their bikes and 3 of

    respondents are poorly satisfied with the performance of their bike.

    41

    104

    42

    103

    0

    20

    40

    60

    80

    100

    120

    No.ofrespondents

    Fully

    Satisfied

    Satisfied Moderate Less satisfied Poor

    Are you satisfied with its overall performance?

    Fig. 4

    Table 5

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    According to you which company gives the most benefit to customers?

    According to you which company gives

    the most benefit to customers?

    No. of respondents

    Honda 63

    Bajaj 109

    TVS 28

    Table 5 shows that 63 of respondents are saying that the Honda is providing more

    benefits of the services to the customers, 109 of respondents are saying that the Bajaj is

    providing more benefits of the services to the customers and 28 of respondents are saying

    that the TVS is providing more benefits of the services to the customers.

    According to you which company gives the most

    benefit to customers ?

    63

    109

    28

    Honda

    Bajaj

    TVS

    Fig. 5

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    Table 6

    Which type of media influence your purchase behaviour?

    Which type of media influence your

    purchase behaviour?

    No. of respondents

    T.V. 114

    Newspaper

    Wall painting 5

    Hording 12

    Magazine 36

    Table 6 shows that 114 of respondents and influence to purchase their bike through T.V.,

    33 of respondents and influence to purchase their bike through Newspaper, 5 of

    respondents and influence to purchase their bike through Wall painting, 12 of

    respondents and influence to purchase their bike through Hording and 36 of respondents

    and influence to purchase their bike through Magazine.

    114

    33

    512

    36

    0

    20

    40

    60

    80

    100

    120

    No.ofresp

    ondents

    T.V. New spaper Wall painting Hording Magazine

    Which type of media influence your purchase

    behaviour ?

    Fig. 6

    Table 7

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    Who influenced you more in your buying decision of bike?

    Who influenced you more in your buying

    decision of bike?

    No. of respondents

    Self 30

    Family Member 54

    Friends/Relative 98

    Mechanics 18

    Table 7 shows that 30 of respondents have influence their buying decision from their self

    decision, 54 of respondents have influence their buying decision from their family

    members, 98 of respondents have influence their buying decision from their

    friends/relative and 18 of respondents have influence their buying decision from their

    Mechanics,

    30

    54

    98

    18

    0

    20

    40

    60

    80

    100

    No.ofrespondents

    Self Family Member Friends/Relative Mechanics

    Who influenced you more in your buying decision of

    bike ?

    Fig. 7

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    Table 8

    In your opinion, what role advertisement plays?

    In your opinion, what role advertisement

    plays?

    No. of respondents

    Provides important details 65

    Creates awareness 125

    Misleading 10

    Table 8 shows that 65 of respondents are in favor that advertisement provides important

    details, 125 of respondents are in favor that advertisement creates awareness and 10 of

    respondents are in favor that advertisement Misleading.

    65

    125

    10

    0

    20

    40

    60

    80

    100

    120

    140

    No.ofrespondents

    Provides

    important details

    Creates

    awareness

    Misleading

    In your opinion, what role advertisement plays ?

    Fig. 8

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    BIBLIOGRAPHY

    1. Schiffman Leon G. and Kanuk Leslie Lazar Consumer Behaviour

    6th edition Published by: Prentice-hall of India Private Limited. ( page no. 2&6)

    2. Gupta C.B. and Dr. Nair N. Rajan Marketing

    Management 5th edition Published by: Sultan chand & sons (page no. 1.69)

    3. Mamoria C.B. and Mamoria Satish Marketing

    Management 4th edition Published by: Kitab Mahal (page no. 161)

    4. Nair Suja R. Consumer Behaviour

    Indian prospective Ist edition Published by: Himalaya Publicating Home ( page no.

    3)5. Bennett Peter D. and Kassarjian Harold Consumer

    Behaviour 8th edition Published by: Prentice-hall of India Private Limited.(page no.

    5)

    6. Kothari C.R Research

    Methodology Methods & Techniques 2nd edition Published by: Wishwa

    Publication (page no. 151, 94-95)

    7. http://www.tvsapache.com/home.aspx

    8. http://www.bajajauto.com/pulsar/

    9. http://www.honda2wheelersindia.com/shine/ride_n_fly/be_a_wing_rider.asp

    10. http://auto.indiamart.com/motorcycles/

    11. http://www.thehindubusinessline.com/iw/2004/11/28/stories/200411280042

    1500.htm

    12. http://www.indiabike.com/infobank/shine/index.htm

    13. http://www.icmr.icfai.org/casestudies/catalogue/Marketing/MKTG098.htm

    43

    http://www.tvsapache.com/home.aspxhttp://www.bajajauto.com/pulsar/http://www.honda2wheelersindia.com/unicorn/ride_n_fly/be_a_wing_rider.asphttp://auto.indiamart.com/motorcycles/http://www.thehindubusinessline.com/iw/2004/11/28/stories/2004112800421500.htmhttp://www.thehindubusinessline.com/iw/2004/11/28/stories/2004112800421500.htmhttp://www.indiabike.com/infobank/unicorn/index.htmhttp://www.icmr.icfai.org/casestudies/catalogue/Marketing/MKTG098.htmhttp://www.tvsapache.com/home.aspxhttp://www.bajajauto.com/pulsar/http://www.honda2wheelersindia.com/unicorn/ride_n_fly/be_a_wing_rider.asphttp://auto.indiamart.com/motorcycles/http://www.thehindubusinessline.com/iw/2004/11/28/stories/2004112800421500.htmhttp://www.thehindubusinessline.com/iw/2004/11/28/stories/2004112800421500.htmhttp://www.indiabike.com/infobank/unicorn/index.htmhttp://www.icmr.icfai.org/casestudies/catalogue/Marketing/MKTG098.htm
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    Questionnaire

    1. Which Brand of bike you own?

    2. What is the price of your bike?

    3. How long do you own this Bike?

    Less than six month

    Six month

    One year

    Two year

    More than 2 years

    4. How fuel efficient your bike is?

    5. What is the top speed (km/hs) of your bike?

    6. Are you aware about the 125cc bike brands available in the market?

    Fully aware

    Aware Less aware

    7. Which of the following model/brand of 125cc motorcycle you like the most

    1 2 3

    HONDA (Shine) -- -- --

    BAJAJ (XCD125) -- -- --

    TVS (victorGX) -- -- --

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    8. How did you came to know about this brand /model of 125cc bike

    Through friends

    Advertisement

    Publicity

    Family members

    Any other

    9. Which factor influence you more to purchase the bike

    Brand image

    Fuel efficiency

    Price

    Comfort

    Style

    10. How do you grade the following qualities-

    Safety Comfort

    Fuel efficiency

    Style

    performance

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    11. Why did you prefer this model /bike?

    1 2 3 4

    Price -- -- -- --

    Mileage -- -- -- --

    After sales -- -- -- --Service

    Power -- -- -- --

    12. Are you satisfied with its overall performance?

    Fully satisfied

    Satisfied

    Average Less satisfied

    Poor

    13. According to you which company gives the most benefits to customers?

    HONDA

    BAJAJ

    TVS14. Which type of media influences your purchase behavior?

    T.V

    Newspaper

    Wall painting

    Hording

    Magazine

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    15. Who influenced you more in your buying decision of bike?

    Self

    Family member

    Friends/relatives Mechanics

    16. In your opinion, what role advertisement plays?

    Provides Important details

    Creates awareness

    Misleading

    Name : ____________________________

    Place : ____________________________

    Age : ____________________________

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    M.D.S

    How do you grade the following qualities? Safety

    Comfort

    Fuel efficiency

    Style

    performance

    Rank 1 Rank 2 Rank 3 Rank 4 Rank 5

    Fully

    Satisfied 11 13 6 8 6Satisfied 7 11 11 7 5

    Moderate 10 11 6 5 7

    Less

    satisfied 8 5 9 8 11

    Poor 5 1 7 10 12

    XLSTAT 7.1 - Multidimensional Scaling(MDS) - 3/14/2007 at 4:06:41 PM Rank 1 Rank 2

    Rank3

    Rank4 Rank 5

    Similarity matrix (converted to a

    dissimilarity matrix):workbook = Book1 / sheet = Sheet1 /range = $B$2:$F$6 / 5 rows and 5

    columns 11 13 6 8 6Uniform weighting (default) 7 11 11 7 5No missing values 10 11 6 5 7Metric Multidimensional Scaling 8 5 9 8 11Multidimensional Scaling model: absolute 5 1 7 10 12Stress used for the results: Kruskal's stress-1Dimension of the representation space: 2Repetitions: 10Seed of the pseudo-random numbers generator: 4145765104Iterations: 50Convergence: 0.0001

    Space with 2 Dimensions:

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    Model: Dij= Pij

    Observation coordinates:

    Observation Dim1 Dim2Rank 1 -0.649 2.254Rank 2 -4.633 0.143Rank 3 -1.495 -0.010Rank 4 2.140 -0.768Rank 5 4.637 -1.620

    Distances measured in the representation space:

    Rank 1 Rank 2Rank

    3Rank

    4 Rank 5Rank 1 0 4.509 2.417 4.112 6.554Rank 2 4.509 0 3.141 6.833 9.437

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    Rank 3 2.417 3.141 0 3.713 6.341Rank 4 4.112 6.833 3.713 0 2.639Rank 5 6.554 9.437 6.341 2.639 0Ideal distances calculated using the model (disparities):

    Rank 1 Rank 2Rank

    3Rank

    4 Rank 5Rank 1 0 5.000 2.000 4.000 7.000Rank 2 5.000 0 1.000 7.000 11.000Rank 3 2.000 1.000 0 3.000 5.000Rank 4 4.000 7.000 3.000 0 2.000Rank 5 7.000 11.000 5.000 2.000 0Residual distances:

    Rank 1 Rank 2Rank

    3Rank

    4 Rank 5Rank 1 0 -0.491 0.417 0.112 -0.446

    Rank 2 -0.491 0 2.141 -0.167 -1.563Rank 3 0.417 2.141 0 0.713 1.341Rank 4 0.112 -0.167 0.713 0 0.639Rank 5 -0.446 -1.563 1.341 0.639 0Comparative table:

    PairDissimi

    larity DisparityDistan

    ce

    Dissimilarity rank

    Disparity rank

    Rank 2 - Rank 3 1.000 1.000 3.141 1 1Rank 4 - Rank 5 2.000 2.000 2.639 2 2

    Rank 1 - Rank 3 2.000 2.000 2.417 2 2Rank 3 - Rank 4 3.000 3.000 3.713 3 3Rank 1 - Rank 4 4.000 4.000 4.112 4 4Rank 3 - Rank 5 5.000 5.000 6.341 5 5Rank 1 - Rank 2 5.000 5.000 4.509 5 5Rank 1 - Rank 5 7.000 7.000 6.554 6 6Rank 2 - Rank 4 7.000 7.000 6.833 6 6Rank 2 - Rank 5 11.000 11.000 9.437 7 7

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    Summary of repetitions:

    RepetitionIteratio

    nsInitialstress

    Fin.stress

    1 26 1.076 0.1892 23 0.746 0.1893 16 0.604 0.1894 26 0.633 0.1895 14 0.658 0.1896 22 0.644 0.1897 26 0.738 0.1898 19 0.660 0.1899 23 0.551 0.18910 21 0.683 0.189

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    Why did you prefer this model /bike?1 2 3 4

    Price -- -- -- --

    Mileage -- -- -- --

    After sales -- -- -- --

    Service

    Power -- -- -- --

    Rank 1 Rank 2 Rank 3 Rank 4

    Price 23 14 9 9

    Mileage 20 12 17 1

    After sales service 6 17 16 12

    Power 10 7 5 22

    XLSTAT 7.1 - Multidimensional Scaling(MDS) - 3/14/2007 at 5:23:21 PM

    Rank1 Rank 2 Rank 3 Rank 4

    Similarity matrix (converted to a

    dissimilarity matrix):workbook = Book1 / sheet = Sheet1 /range = $B$2:$E$5 /4 rows and 4 columns 23 14 9 9

    Uniform weighting (default) 20 12 17 1No missing values 6 17 16 12Metric Multidimensional Scaling 10 7 5 22Multidimensional Scaling model: absoluteStress used for the results: Kruskal's stress-1Dimension of the representation space: 2Repetitions: 10Seed of the pseudo-random numbersgenerator: 766854828

    Iterations: 50Convergence: 0.0001

    Space with 2 Dimensions:Model: Dij= Pij

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    Observation coordinates:Observation Dim1 Dim2

    Rank 1 -1.7115.95

    5

    Rank 2 -4.1470.68

    1

    Rank 3 -5.108

    -7.81

    6

    Rank 4 10.9651.17

    9

    Distances measured in the representation space:

    Rank 1Rank

    2 Rank 3 Rank 4Rank 1

    05.80

    9 14.184 13.546Rank 2 5.809 0 8.551 15.120

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    Rank 3 14.1848.55

    1 0 18.419

    Rank 4 13.54615.1

    20 18.419 0

    Ideal distances calculated using the model (disparities):

    Rank 1Rank

    2 Rank 3 Rank 4

    Rank 1 03.00

    0 17.000 13.000Rank 2 3.000 0 6.000 16.000

    Rank 3 17.0006.00

    0 0 18.000

    Rank 4 13.00016.0

    00 18.000 0

    Residual distances:

    Rank 1Rank

    2 Rank 3 Rank 4

    Rank 1 02.80

    9 -2.816 0.546Rank 2 2.809 0 2.551 -0.880

    Rank 3 -2.8162.55

    1 0 0.419

    Rank 4 0.546

    -0.880 0.419 0

    Comparative table:

    PairDissimilar

    ityDisparity

    Distance

    Dissimilarityrank

    Rank 1 - Rank 2 3.000

    3.00

    0 5.809 1

    Rank 2 - Rank 3 6.0006.00

    0 8.551 2

    Rank 1 - Rank 4 13.00013.0

    00 13.546 3Rank 2 - Rank 4

    16.00016.0

    00 15.120 4Rank 1 - Rank 3 17.000 17.0 14.184 5

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    00

    Rank 3 - Rank 4 18.00018.0

    00 18.419 6

    Summary of repetitions:

    Repetition Iterations

    Initialstres

    sFin.

    stress

    1 190.99

    2 0.149

    2 191.51

    0 0.149

    3 110.68

    2 0.1494

    180.69

    9 0.1495 13 0.49 0.149

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    2

    6 170.50

    4 0.149

    7 320.30

    2 0.149

    8 90.42

    6 0.1499 24 0.27 0.149

    Chi-square test

    Honda TVS BAJAJ f

    Price 4 5 23 32

    Brand 24 4 14 42

    Fuel Efficiency 10 6 18 34

    Style 6 12 32 50

    Comfort 17 5 20 42

    f 61 32 107 200

    XLSTAT 7.1 - Tests on Contingency Tables (Chi-square...) - 3/15/2007 at10:27:52 AMData: workbook = Book1 / sheet = Sheet1 / range = $B$2:$D$6 / 5 rows and 3columns

    Independence tests between the rows and columns in the contingency table:

    Chi-square test:

    Chi-square (observed value) 30.286Chi-square (critical value) 15.507DF 8One-tailed p-value 0.000Alpha 0.05

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    Decision:At the level of significance Alpha=0.050 the decision is to reject thenull hypothesis of independence between the rows and the columns.

    In other words, the dependence between the rows and the columns issignificant.

    Chi-square likelihood ratio test (Wilks' G):

    Wilks' G (observed value) 31.031Wilks' G (critical value) 15.507DF 8One-tailed p-value 0.000Alpha 0.05

    Decision:At the level of significance Alpha=0.050 the decision is toreject the null hypothesis of independence between the rows and the columns.In other words, the dependence between the rows and the columns issignificant.

    Table of the statistics testing the independence rows/columns:

    Value DF p-valueChi-square 30.286 8 0.000Wilks' G 31.031 8 0.000

    Table of the coefficients:

    Coefficient ValuePearson's Phi 0.389Cramer's V 0.275Tschuprow's T 0.231Contingency coefficient 0.363Theil's U (R|C) 0.049Theil's U (C|R) 0.078Averaged Theil's U 0.060Goodman and Kruskal tau (R|C) 0.040Goodman and Kruskal tau (C|R) 0.086

    Averaged Goodman and Kruskal tau 0.063