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STATISTICS
  • Priyabrat Acharya

  • 問題数 90 • 11/25/2023

    問題一覧

  • 1

    Which of the following is not a characteristic of good average

    It should be influence by fluctuations in sampling

  • 2

    Which mean is mainly used to find rates

    Harmonic

  • 3

    In which of the following means weights are assigned automtically

    Harmonic

  • 4

    Harmonic means is always________ than GM

    Less

  • 5

    The following formula belongs to

    GM

  • 6

    Which of the following is not affected by extreme values

    GM

  • 7

    Least square property of arithematic mean states that

    The sum of square of deviation from its arithematic mean is MINIMUM

  • 8

    Standard error of which of the following is lesser

    AM

  • 9

    The formula belongs to

    Combined AM

  • 10

    Which of the following is correct

    Mode= 3 Median - 2 Mean

  • 11

    x =∑fm/∑f belongs to ​

    AM, CONTINUOUS SERIES

  • 12

    X = N/ (∑1/x)

    HM

  • 13

    Range of dispersion is given by

    L-S

  • 14

    Coefficient of Range of dispersion is given by

    (L-S / L+S)×100

  • 15

    Which of the following methods cannot be used for open end classification

    Range

  • 16

    which of the following is called upper quartile

    Q3

  • 17

    Which of the following is the method of quartile deviation

    Q3-Q1/2

  • 18

    Which of the following is the method of coefficient of quartile deviation

    (Q3-Q1/Q3+Q1)×100

  • 19

    Q2 quartile represents

    Median

  • 20

    How to find Q1

    (n+1)/4

  • 21

    How to find Q3

    3× (n+1)/4

  • 22

    value of correlation coefficienties between

    -1 to 1

  • 23

    Which of the following gives us Cause and effect relation between X and Y

    Regression

  • 24

    In correlation analysis

    rxy= ryx

  • 25

    In regression analysis

    bxy≠byx

  • 26

    Correlation Analysis

    is independent of change in scale and origin

  • 27

    Regression Analysis

    is independent of change in origin and not scale

  • 28

    Which of the following is correct

    r= √(bxy × byx)

  • 29

    The sign of bxy, byx and rxy is

    Same

  • 30

    which of the following is least affected by extreme values

    Median

  • 31

    which of the following coincides with the median completely in a symmetrical distribution

    Mean

  • 32

    If both events are independent the probability that both events will occur is

    P(A) × P(B)

  • 33

    A sampling method in which the entire population is divided into homogeneous sub groups is called

    Startified

  • 34

    A sampling method in which the sample is chosen as per accessibility

    Convenience

  • 35

    What is P value in hypothesis testing

    probability of obtating results to check that null hypothesis is true

  • 36

    What is the critical region in hypothesis testing

    The region where null hypothesis is rejected

  • 37

    The process of using a single value to estimate population parameter

    Point estimation

  • 38

    What is utility of confidence interval

    To provide a range of values within which population parameter lies

  • 39

    Sample mean is a _______ estimate of population mean

    point

  • 40

    Z× (σ/√n) is the method of finding

    margin of error

  • 41

    Margin error in population estimation refers to

    The range of values within which the true population parameter is likely to fall

  • 42

    When the confidence interval is wide

    Estimation will be less precise

  • 43

    In time series analysis, what does the ADF test examine?

    Unit root presence

  • 44

    Which of the following test is used to test auto correlation

    Durbin Watson test

  • 45

    Which of the following test is used for goodness of fit

    r square test

  • 46

    Which econometric model is suitable for binary dependent variables?

    Probit

  • 47

    Which of the following test is used for functional form misspecification

    Ramsey retest test

  • 48

    Which of the following test is used for joint significance of coefficients

    Waldt

  • 49

    What does contigeration in econometrics states

    Long-run equilibrium relationship between variables

  • 50

    The AIC (Akaike Information Criterion) is commonly used for:

    Model selection

  • 51

    The Ramsey RESET test involves assessing the significance of additional powers of

    Dependent variable

  • 52

    White test is primarily used to test for:

    Heteroscedasticity

  • 53

    Heteroscedasticity means

    Large variance in residuals

  • 54

    In symmetrically distributed series

    Mean= Median = Mode

  • 55

    In a positively skewed distribution which of the following holds true.

    Right tailed distribution, Mean>Median>Mode

  • 56

    In a negatively skewed distribution which of the following holds true.

    left tailed distribution, Mean<Median<Mode

  • 57

    In karl pearson's measure of skewness which of the following measure is independent of individual units

    Relative

  • 58

    In absolute measurement technique of skewness under karl Pearson the formula is

    Mean- Mode

  • 59

    In absolute measurement technique of skewness under karl Pearson(ill defined mode) the formula is

    3(Mean- Median)

  • 60

    In relative measurement technique of coefficient of skewness under karl Pearson the formula is

    (Mean- Mode)/SD

  • 61

    In relative measurement technique of skewness under karl Pearson(ill defined mode) the formula is

    3(Mean-median)/SD

  • 62

    The value of Karl pearson's skewness(Skp) lies between

    1 to -1

  • 63

    In case of no skewness the value of Karl pearson's skewness(Skp) is

    0

  • 64

    If there is positive skewness value of Karl pearson's skewness(Skp) lies between

    0 to 1

  • 65

    If there is negative skewness value of Karl pearson's skewness(Skp) lies between

    0 to -1

  • 66

    The formula of Bowley's absolute (Skb) skewness measurement is

    Q3 + Q1- 2Median

  • 67

    The formula of Bowley's Relative coefficient of (Skb) skewness measurement is

    (Q3 + Q1- 2Median)/Q3-Q1

  • 68

    In case of positive skewness the gap between median and ______ is higher

    Q3

  • 69

    In case of negative skewness the gap between median and ______ is higher

    Q1

  • 70

    In case of Zero skewness the gap between median and ______ is higher

    None

  • 71

    "μ" in statistics is called

    Population mean

  • 72

    The μ2 moment is the

    Variance

  • 73

    The formula of β1 in skewness measurement is

    (μ3)²/(μ2)³

  • 74

    If μ3 is +ve then

    β1 will be +ve and positively skewed

  • 75

    If μ3 is -ve then

    β1 will be -ve and negatively skewed

  • 76

    The formula of γ in skewness measurement is

    √β1

  • 77

    If regression line passes through the origin the value of _______ will be zero

    Intercept

  • 78

    Identify the "A" labelled curve in the given picture

    mesokurtic

  • 79

    Identify the "B" labelled curve in the given picture

    Leptokurtic

  • 80

    Identify the "C" labelled curve in the given picture

    Platykurtic

  • 81

    which moment is used to measure kurtosis

    μ4

  • 82

    What is formula of β2 is measure of kurtosis

    μ4/(μ2)²

  • 83

    What is the formula of coefficient of kurtosis γ

    γ =β2-3

  • 84

    If the value of β2=3

    The distribution will be mesokurtic

  • 85

    If the value of β2>3

    The distribution will be Leptokurtic

  • 86

    If the value of β2<3

    The distribution will be platykurtic

  • 87

    Which statistic can help identify outliers in a dataset?

    Skewness

  • 88

    The type of sampling technique in which a fixed nth term is selected from the population

    Systematic random sampling

  • 89

    If both events are mutually exclusive the probability that both events will occur is

    P(A) + P(B)

  • 90

    If both events are not mutually exclusive the probability that both events will occur is

    P(A) + P(B)- P(A) n P(B)