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Topic 4
  • Mikyii

  • 問題数 32 • 3/30/2024

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    問題一覧

  • 1

    The _____________ or ______________ is a continuous probability distribution that describes data that clusters around a mean.

    Normal Distribution , Gaussian Distribution

  • 2

    The normal distribution or Gaussian distribution is a _____________ probability distribution that describes data that clusters around a ______.

    continuous, mean

  • 3

    The graph of the associated probability density function is bell-shaped, with a peak at the mean, and is known as the Gaussian function or bell curve.

    Normal Distribution, Gaussian Distribution

  • 4

    Normal Distribution / Gaussian Distribution : The graph of the associated probability density function is _____ shaped, with a peak at the ______ and is known as the __________ function or _________

    bell, mean, Gaussian , bell curve

  • 5

    The _____________ was developed mathematically in 1733 by Abraham de Moivre (1667-1754) as an approximation to the binomial distribution.

    normal curve

  • 6

    The normal curve was developed mathematically in ______ by __________________ (1667-1754) as an approximation to the __________ distribution.

    1733, Abraham de Moivre, binomial

  • 7

    His paper was not discovered until 1924 by Karl Pearson (1857 – 1936). Pierre-Simon Laplace (1749 – 1827) used the normal curve in 1783 to describe the distribution of errors.

    Abraham de Moivre

  • 8

    De Moivre's paper was ___ discovered until _____ by ____________ (1857 – 1936).

    not, 1924, Karl Pearson

  • 9

    _________________ (1749 – 1827) used the normal curve in _____ to describe the distribution of errors.

    Pierre-Simon Laplace, 1783

  • 10

    Subsequently, ______________ (1777-1855) used the normal curve to analyze astronomical data in ______.

    Carl Friedrich Gauss, 1809

  • 11

    The normal curve is often called the ______________.

    Gaussian Distribution

  • 12

    The term __________ curve is often used in every day activity.

    bell-shaped

  • 13

    Among the many ____________ distributions used in the entire theory of Statistics, the ________________ is by far the most important.

    continuous, normal distribution

  • 14

    Its study dates back to 18th century investigation into the nature of experimental errors.

    Normal Distribution

  • 15

    Normal Distribution : Its study dates back to ____ century investigation into the nature of experimental ______.

    18th, errors

  • 16

    It was observed that discrepancies among repeated measurements of the same physical quantity displayed by a certain kind of __________ distribution curve, referred to as the “_______________” and attributed to the laws of chance.

    continuous, normal curve of errors

  • 17

    The graph of the normal distribution is a _______shaped curve that extends ___________ in _____ directions.

    bell, indefinitely, both

  • 18

    The normal distribution has the following properties: The distribution curve is ____ shaped. The curve is ______________ about its center. The mean, median and the mode coincide at the _________ The normal distribution is _____________ The ________ of the curve is determined by the standard deviation of the distribution. The tails of the curve flatten out ______________ along the ___________ axis, always approaching the axis but _____ touching it. That is, the curve is _____________ to the base line. The area under the curve is ___. Thus, it represents the probability or proportion or the percentage associated with specific sets of measurement values.

    bell, symmetrical, center, unimodal, width, indefinitely, horizontal, never, asymptotic, 1

  • 19

    _________________ is a normal probability distribution that has a mean =0 and a standard deviation =1.

    Standard Normal Curve

  • 20

    Standard Normal Curve is a normal probability distribution that has a mean =___ and a standard deviation =___.

    0, 1

  • 21

    The table of areas under the normal curve is also known as the __________.

    z-table

  • 22

    The __________ is a measure of relative standing.

    z-score

  • 23

    It is calculated by subtracting X from the measurement X and then dividing the result by s.

    z-score

  • 24

    Z-score : It is calculated by ___________ X from the measurement X and then __________ the result by s

    subtracting, divide

  • 25

    The final result, the _________ represents the distance between a given measurement X and the _____, expressed in standard deviations.

    z-score, mean

  • 26

    _______ the z-score locates X within a sample or within a population.

    either

  • 27

    If the 2 z-score are both positive and both negative in values, __________ the areas

    subtract

  • 28

    If the 2 z-scores have different signs, ______ the two areas

    add

  • 29

    If the required area is to the right of a negative z-score, the _______ 50% or 0.5

    add

  • 30

    If the required area is to the left of a negative z-score, the _______ 50% or 0.5

    subtract

  • 31

    If the required area is to the left of a positive z-score, the _______ 50% or 0.5

    add

  • 32

    If the required area is to the right of a positive z-score, the _______ 50% or 0.5

    subtract