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Gaurav Sampling

Date post: 30-May-2018
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    Sampling is simply the process of learning about

    the basis of sample drawn from it. Thus in the sa

    instead of every unit of the universe only a part of

    study and conclusion are drawn on that basis for

    The process of sampling involves three elements

    selecting the sample

    collecting the information

    making an inference about the population

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    Census: an accounting of the complete popmethod of a complete enumeration survey

    collected for each & every unit

    Sampling error: any error that occurs in

    because a sample is used

    Sample frame: a master list of the populati

    partial) from which the sample will be drawn

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    Essentials of Sampling

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    Representative vs. Non-representative Sam

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    Law of Statistical Regularity :- This law points o

    if a sample is taken at random from population, it is likel

    almost the same characteristics as that of the population

    Law of Inertia of Large Number:- it states that

    equal, larger the size of the sample more accurate the

    likely to be.

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    Process of Sample SelDefine population

    Census vs. sample

    Sample design

    Sample size

    Estimate costs of sampling

    Execute sampling process

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    ones in whichthe population have a known chance (p

    being selected

    instances

    chances (probability) of selecting memb

    population are unknown

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    SamplingClassifications

    Probability

    samples

    SystematicSampling

    SimpleRandom

    ClusterSampling

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    Sampling

    Classifications

    NonProbability

    samples

    JudgmentSampling

    ConvenienceSampling

    Qu

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    Probability Sampling M

    Simple random sampling: the probabi

    selected is known and equal for all mem

    population

    Blind Draw Method (e.g. names placed

    then drawn randomly)

    Random Numbers Method (all items in

    frame given numbers, numbers then draw

    or computer program)

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    Systematic sampling: a Systematic samp

    selecting one unit at random and then seleunits and evenly spaced intervals until th

    been formed.

    K= N/n Where ,K= Sampling Interv

    N= Universe Size

    n=

    Sample size

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    Cluster sampling: method by which th

    divided into groups (clusters), any of

    considered a representative sample. Th

    mini-populations and therefore are hetero

    clusters are established a random draw ione (or more) clusters to represent the pop

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    Stratified Sampling Me

    population is separated into hom

    groups/segments/strata and a samp

    from each. The results are then co

    get the picture of the total population

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    samples t

    judgment or an educated guess on thinterviewer as to who should represent th

    Also, judges (informed individuals) may

    suggest who should be in the sample.

    Subjectivity enters in here, and certain

    the population will have a smaller or

    selection compared to others

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    in a quota sam

    are set up according to some

    characteristics such as so many in eac

    income groups, so many in each ag

    with certain political or religious affiliati

    on.

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    Business Research Methodology

    By:- C.R. Kothari

    Business Statistics

    By:- SP Gupta

    Statistics for MBABy:- Dr. SC Aggarwal

    www.wikipedia.org

    Google search engine

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