PYQs

Mathematics III (PDE, Probability & Statistics)

2 papers · 100312

2023100312

B.Tech. 3rd Semester Examination, 2023

03 Hours70 marks

Instructions

  • The marks are indicated in the right-hand margin.
  • There are NINE questions in this paper.
  • Attempt FIVE questions in all.
  • Question No. 1 is compulsory.

Q.1 Choose the correct answer of the following (any seven question only):

Ask AI
  1. Q1.1

    The order of the PDE obtained by eliminating $ f $ from $ z = f(x^2 + y^2) $ is

    a)

    First

    b)

    Second

    c)

    Third

    d)

    Fourth

    Ask AI
  2. Q1.2

    Who was the first person to develop the heat equation?

    a)

    Galileo Galilee

    b)

    Joseph Fourier

    c)

    Daniel Gabriel

    d)

    none of these

    Ask AI
  3. Q1.3

    The linear partial differential equation of order one is known as

    a)

    Lagrange's linear PDE

    b)

    Cauchy's linear PDE

    c)

    Charpit's linear PDE

    d)

    none of the above

    Ask AI
  4. Q1.4

    Poisson distribution is

    a)

    Discrete

    b)

    Continuous

    c)

    Normal

    d)

    None of these

    Ask AI
  5. Q1.5

    The total area under the normal curve above the x-axis is

    a)

    0

    b)

    1

    c)

    0.5

    d)

    -1

    Ask AI
  6. Q1.6

    Two unbiased coins are tossed simultaneously. The probability of getting less than 3 tails is

    a)

    0

    b)

    1

    c)

    1/2

    d)

    1/4

    Ask AI
  7. Q1.7

    The median for the series: 4, 6, 9, 4, 10 is

    a)

    4

    b)

    5

    c)

    6

    d)

    1.5

    Ask AI
  8. Q1.8

    The relation between mean, median and mode is

    a)

    Mode = 3 Median - 2 Mean

    b)

    Mode = 2 Median - 3 Mean

    c)

    Mean = 3 Median - Mode

    d)

    none of these

    Ask AI
  9. Q1.9

    If the regression coefficients are 0.8 & 0.2, what would be the value of coefficient of correlation?

    a)

    0.6

    b)

    0.5

    c)

    0.4

    d)

    0.3

    Ask AI
  10. Q1.10

    The expected value of the number of heads in 15 tosses of a coin is

    a)

    15

    b)

    30

    c)

    7.5

    d)

    8.5

    Ask AI

Q.2 Solve both questions :

Ask AI
  1. Q2.1

    Form partial differential equation by eliminating the function $ f $ from $ Z = e^{ax+by}f(ax-by) $.

    Ask AI
  2. Q2.2

    Solve the linear partial differential equation: $ \frac{\partial^2 z}{\partial x^2} + 2\frac{\partial^2 z}{\partial x \partial y} + \frac{\partial^2 z}{\partial y^2} = \sin(2x+3y) $.

    Ask AI

Q.3 Solve both questions :

Ask AI
  1. Q3.1

    Obtain the general solution of heat flow equation $ k\left(\frac{\partial^2 u}{\partial x^2}\right) = \frac{\partial u}{\partial t} $ by the method of separation of variables.

    Ask AI
  2. Q3.2

    Show that a general solution of wave equation $ c^2\left(\frac{\partial^2 \varphi}{\partial x^2}\right) = \frac{\partial^2 \varphi}{\partial t^2} $ is $ \varphi = f(x+ct) + g(x-ct) $.

    Ask AI

Q.4 Solve both questions :

Ask AI
  1. Q4.1

    Obtain solution of Laplace's Equation in cylindrical polar coordinates.

    Ask AI
  2. Q4.2

    Determine whether the following equation is hyperbolic, parabolic, and elliptic? $ x\frac{\partial^2 u}{\partial t^2} + t\frac{\partial^2 u}{\partial x \partial t} + \frac{\partial^2 z}{\partial t^2} = 0 $.

    Ask AI

Q.5 Solve both questions :

Ask AI
  1. Q5.1

    If X is a random variable such that $ E[X] = 3 $ and $ E[X^2] = 13 $, use the Chebyshev's inequality to determine the lower bound for $ P[-2 < X < 8] $.

    Ask AI
  2. Q5.2

    Two integers are selected at random from 1 to 11. If the sum is even, find the probability that both the numbered are odd.

    Ask AI

Q.6 Solve both questions :

Ask AI
  1. Q6.1

    State and prove Baye's theorem.

    Ask AI
  2. Q6.2

    Find the mean number of heads in three tosses of a coin.

    Ask AI

Q.7 Solve both questions :

Ask AI
  1. Q7.1

    The first four moments of a distribution about $ x = 2 $ are 1, 2.5, 5.5 and 16. Calculate moments about the mean.

    Ask AI
  2. Q7.2

    The following table gives the number of aircraft accidents that occurred during the various days of the week. Find whether the accidents are uniformly distributed over the week. (The tabulated value of Chi-square at 5% level for 6 degree of freedom is 12.59).

    Days Sun Mon Tue Wed Thu Fri Sat
    No. of accidents 14 16 8 12 11 9 14
    Ask AI

Q.8 Solve both questions :

Ask AI
  1. Q8.1

    A random sample of 5 college students is selected and their grades in Mathematics & Statistics are found to be:

    Mathematics 85 60 73 40 90
    Statistics 93 75 65 50 80

    Calculate Spearman's rank correlation coefficient.

    Ask AI
  2. Q8.2

    By the method of least square, find the straight line that best fits the following data:

    X 1 2 3 4 5
    Y 14 27 40 55 68
    Ask AI

Q.9 Write short notes on any two of the following:

Ask AI
  1. Q9.1

    a)

    Binomial distribution

    b)

    Poisson Distribution

    c)

    Normal Distribution

    Ask AI

2023V4100312

B.Tech. 3rd Semester Examination, 2023

03 Hours70 marks

Instructions

  • The marks are indicated in the right-hand margin.
  • There are NINE questions in this paper.
  • Attempt FIVE questions in all.
  • Question No. 1 is compulsory.

Q.1 Choose the correct answer of the following (any seven question only):

Ask AI
  1. Q1.1

    The order of the PDE obtained by eliminating $ f $ from $ z = f(x^2 + y^2) $ is

    a)

    First

    b)

    Second

    c)

    Third

    d)

    Fourth

    Ask AI
  2. Q1.2

    Who was the first person to develop the heat equation?

    a)

    Galileo Galilee

    b)

    Joseph Fourier

    c)

    Daniel Gabriel

    d)

    none of these

    Ask AI
  3. Q1.3

    The linear partial differential equation of order one is known as

    a)

    Lagrange's linear PDE

    b)

    Cauchy's linear PDE

    c)

    Charpit's linear PDE

    d)

    none of the above

    Ask AI
  4. Q1.4

    Poisson distribution is

    a)

    Discrete

    b)

    Continuous

    c)

    Normal

    d)

    None of these

    Ask AI
  5. Q1.5

    The total area under the normal curve above the x-axis is

    a)

    0

    b)

    1

    c)

    0.5

    d)

    -1

    Ask AI
  6. Q1.6

    Two unbiased coins are tossed simultaneously. The probability of getting less than 3 tails is

    a)

    0

    b)

    1

    c)

    1/2

    d)

    1/4

    Ask AI
  7. Q1.7

    The median for the series: 4, 6, 9, 4, 10 is

    a)

    4

    b)

    5

    c)

    6

    d)

    1.5

    Ask AI
  8. Q1.8

    The relation between mean, median and mode is

    a)

    Mode = 3 Median - 2 Mean

    b)

    Mode = 2 Median - 3 Mean

    c)

    Mean = 3 Median - Mode

    d)

    none of these

    Ask AI
  9. Q1.9

    If the regression coefficients are 0.8 & 0.2, what would be the value of coefficient of correlation?

    a)

    0.6

    b)

    0.5

    c)

    0.4

    d)

    0.3

    Ask AI
  10. Q1.10

    The expected value of the number of heads in 15 tosses of a coin is

    a)

    15

    b)

    30

    c)

    7.5

    d)

    8.5

    Ask AI

Q.2 Solve both questions :

Ask AI
  1. Q2.1

    Form partial differential equation by eliminating the function $ f $ from $ Z = e^{ax+by}f(ax-by) $.

    Ask AI
  2. Q2.2

    Solve the linear partial differential equation: $ \frac{\partial^2 z}{\partial x^2} + 2\frac{\partial^2 z}{\partial x \partial y} + \frac{\partial^2 z}{\partial y^2} = \sin(2x+3y) $.

    Ask AI

Q.3 Solve both questions :

Ask AI
  1. Q3.1

    Obtain the general solution of heat flow equation $ k\left(\frac{\partial^2 u}{\partial x^2}\right) = \frac{\partial u}{\partial t} $ by the method of separation of variables.

    Ask AI
  2. Q3.2

    Show that a general solution of wave equation $ c^2\left(\frac{\partial^2 \varphi}{\partial x^2}\right) = \frac{\partial^2 \varphi}{\partial t^2} $ is $ \varphi = f(x+ct) + g(x-ct) $.

    Ask AI

Q.4 Solve both questions :

Ask AI
  1. Q4.1

    Obtain solution of Laplace's Equation in cylindrical polar coordinates.

    Ask AI
  2. Q4.2

    Determine whether the following equation is hyperbolic, parabolic, and elliptic? $ x\frac{\partial^2 u}{\partial t^2} + t\frac{\partial^2 u}{\partial x \partial t} + \frac{\partial^2 z}{\partial t^2} = 0 $.

    Ask AI

Q.5 Solve both questions :

Ask AI
  1. Q5.1

    If X is a random variable such that $ E[X] = 3 $ and $ E[X^2] = 13 $, use the Chebyshev's inequality to determine the lower bound for $ P[-2 < X < 8] $.

    Ask AI
  2. Q5.2

    Two integers are selected at random from 1 to 11. If the sum is even, find the probability that both the numbered are odd.

    Ask AI

Q.6 Solve both questions :

Ask AI
  1. Q6.1

    State and prove Baye's theorem.

    Ask AI
  2. Q6.2

    Find the mean number of heads in three tosses of a coin.

    Ask AI

Q.7 Solve both questions :

Ask AI
  1. Q7.1

    The first four moments of a distribution about $ x = 2 $ are 1, 2.5, 5.5 and 16. Calculate moments about the mean.

    Ask AI
  2. Q7.2

    The following table gives the number of aircraft accidents that occurred during the various days of the week. Find whether the accidents are uniformly distributed over the week. (The tabulated value of Chi-square at 5% level for 6 degree of freedom is 12.59).

    Days Sun Mon Tue Wed Thu Fri Sat
    No. of accidents 14 16 8 12 11 9 14
    Ask AI

Q.8 Solve both questions :

Ask AI
  1. Q8.1

    A random sample of 5 college students is selected and their grades in Mathematics & Statistics are found to be:

    Mathematics 85 60 73 40 90
    Statistics 93 75 65 50 80

    Calculate Spearman's rank correlation coefficient.

    Ask AI
  2. Q8.2

    By the method of least square, find the straight line that best fits the following data:

    X 1 2 3 4 5
    Y 14 27 40 55 68
    Ask AI

Q.9 Write short notes on any two of the following:

Ask AI

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