Mathematics III (PDE, Probability & Statistics)
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2023100312
B.Tech. 3rd Semester Examination, 2023
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):
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Q1.1
The order of the PDE obtained by eliminating $ f $ from $ z = f(x^2 + y^2) $ is
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Q1.2
Who was the first person to develop the heat equation?
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Q1.3
The linear partial differential equation of order one is known as
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Q1.4
Poisson distribution is
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Q1.5
The total area under the normal curve above the x-axis is
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Q1.6
Two unbiased coins are tossed simultaneously. The probability of getting less than 3 tails is
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Q1.7
The median for the series: 4, 6, 9, 4, 10 is
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Q1.8
The relation between mean, median and mode is
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Q1.9
If the regression coefficients are 0.8 & 0.2, what would be the value of coefficient of correlation?
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Q1.10
The expected value of the number of heads in 15 tosses of a coin is
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Q.2 Solve both questions :
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Q2.1
Form partial differential equation by eliminating the function $ f $ from $ Z = e^{ax+by}f(ax-by) $.
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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) $.
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Q.3 Solve both questions :
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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.
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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) $.
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Q.4 Solve both questions :
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Q4.1
Obtain solution of Laplace's Equation in cylindrical polar coordinates.
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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 $.
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Q.5 Solve both questions :
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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] $.
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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.
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Q.6 Solve both questions :
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Q6.1
State and prove Baye's theorem.
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Q6.2
Find the mean number of heads in three tosses of a coin.
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Q.7 Solve both questions :
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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.
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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 :
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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.
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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:
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Q9.1
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2023V4100312
B.Tech. 3rd Semester Examination, 2023
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
Q1.1
The order of the PDE obtained by eliminating $ f $ from $ z = f(x^2 + y^2) $ is
Ask AI
Q1.2
Who was the first person to develop the heat equation?
Ask AI
Q1.3
The linear partial differential equation of order one is known as
Ask AI
Q1.4
Poisson distribution is
Ask AI
Q1.5
The total area under the normal curve above the x-axis is
Ask AI
Q1.6
Two unbiased coins are tossed simultaneously. The probability of getting less than 3 tails is
Ask AI
Q1.7
The median for the series: 4, 6, 9, 4, 10 is
Ask AI
Q1.8
The relation between mean, median and mode is
Ask AI
Q1.9
If the regression coefficients are 0.8 & 0.2, what would be the value of coefficient of correlation?
Ask AI
Q1.10
The expected value of the number of heads in 15 tosses of a coin is
Ask AI
Q.2 Solve both questions :
Ask AI
Q2.1
Form partial differential equation by eliminating the function $ f $ from $ Z = e^{ax+by}f(ax-by) $.
Ask AI
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
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
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
Q4.1
Obtain solution of Laplace's Equation in cylindrical polar coordinates.
Ask AI
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
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
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
Q6.1
State and prove Baye's theorem.
Ask AI
Q6.2
Find the mean number of heads in three tosses of a coin.
Ask AI
Q.7 Solve both questions :
Ask AI
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
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
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
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