ADVANCED ENGINEERING MATHEMATICS
10th Edition
ISBN: 2819770198774
Author: Kreyszig
Publisher: WILEY CONS
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5) State any theorems that you use in determining your solution.
a) Suppose you are given a model with two explanatory variables such that:
Yi = a +ẞ1x1 + ẞ2x2i + Ui, i = 1, 2, ... n
Using partial differentiation derive expressions for the intercept and slope
coefficients for the model above.
[25 marks]
b)
A production function is specified as:
Yi = α + B₁x1i + ẞ2x2i + Ui,
i = 1, 2, ... n,
u₁~N(0,σ²)
where:
y = log(output), x₁ = log(labor input), x2 = log(capital input)
The results are as follows:
x₁ = 10, x2 = 5, ỹ = 12, S11 = 12, S12= 8, S22 = 12, S₁y = 10,
= 8, Syy = 10,
S2y
n = 23 (individual firms)
i) Compute values for the intercept, the slope coefficients and σ².
[20 marks]
ii)
Show that SE (B₁) = 0.102.
[15 marks]
iii)
Test the hypotheses: ẞ1
=
1 and B2 = 0, separately at the 5%
significance level. You may take without calculation that SE (a) = 0.78
and SE (B2) = 0.102
[20 marks]
iv)
Find a 95% confidence interval for the estimate ẞ2.
[20 marks]
Page < 2
of 2
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The set of all 3 x 3 upper triangular matrices
6) Determine whether each of the following sets, together with the standard
operations, is a vector space. If it is, then simply write 'Vector space'. You do not
have to prove all ten vector space axioms. If it is not, then identify one of the ten
vector space axioms with its number in the attached sheet that fails and also show
that how it fails.
a) The set of all polynomials of degree four or less.
b) The set of all 2 x 2 singular matrices.
c) The set {(x, y) : x ≥ 0, y is a real number}.
d) C[0,1], the set of all continuous functions defined on the interval [0,1].
7) Given u = (-2,1,1) and v = (4,2,0) are two vectors in R³-space. Find u xv and
show that it is orthogonal to both u and v.
8) a) Find the equation of the least squares regression line for the data points
below.
(-2,0), (0,2), (2,2)
b) Graph the points and the line that you found from a) on the same Cartesian
coordinate plane.
Page <
1
of 2
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ZOOM +
1) a) Find a matrix P such that PT AP orthogonally diagonalizes the following matrix
A.
= [{² 1]
A =
b) Verify that PT AP gives the correct diagonal form.
2
01
-2
3
2) Given the following matrices A =
-1
0
1] an
and B =
0
1
-3
2
find the following matrices:
a) (AB) b) (BA)T
3) Find the inverse of the following matrix A using Gauss-Jordan elimination or
adjoint of the matrix and check the correctness of your answer (Hint: AA¯¹ = I).
[1 1 1
A = 3 5 4
L3 6 5
4) Solve the following system of linear equations using any one of Cramer's Rule,
Gaussian Elimination, Gauss-Jordan Elimination or Inverse Matrix methods and
check the correctness of your answer.
4x-y-z=1
2x + 2y + 3z = 10
5x-2y-2z = -1
5) a) Describe the zero vector and the additive inverse of a vector in the vector
space, M3,3.
b) Determine if the following set S is a subspace of M3,3 with the standard
operations. Show all appropriate supporting work.
Chapter 1 Solutions
ADVANCED ENGINEERING MATHEMATICS
Ch. 1.1 - Prob. 1PCh. 1.1 - Prob. 2PCh. 1.1 - Prob. 3PCh. 1.1 - Prob. 4PCh. 1.1 - Prob. 5PCh. 1.1 - Prob. 6PCh. 1.1 - Prob. 7PCh. 1.1 - Prob. 8PCh. 1.1 - Prob. 9PCh. 1.1 - Prob. 10P
Ch. 1.1 - Prob. 11PCh. 1.1 - Prob. 12PCh. 1.1 - Prob. 13PCh. 1.1 - Prob. 14PCh. 1.1 - 9–15 VERIFICATION. INITIAL VALUE PROBLEM...Ch. 1.1 - Prob. 16PCh. 1.1 - Half-life. The half-life measures exponential...Ch. 1.1 - Half-life. Radium has a half-life of about 3.6...Ch. 1.1 - Prob. 19PCh. 1.1 - Exponential decay. Subsonic flight. The efficiency...Ch. 1.2 - DIRECTION FIELDS, SOLUTION CURVES
Graph a...Ch. 1.2 - 1–8 DIRECTION FIELDS, SOLUTION CURVES
Graph a...Ch. 1.2 - DIRECTION FIELDS, SOLUTION CURVES
Graph a...Ch. 1.2 - Prob. 4PCh. 1.2 - DIRECTION FIELDS, SOLUTION CURVES
Graph a...Ch. 1.2 - Prob. 6PCh. 1.2 - DIRECTION FIELDS, SOLUTION CURVES
Graph a...Ch. 1.2 - Prob. 8PCh. 1.2 - Prob. 9PCh. 1.2 - Prob. 10PCh. 1.2 - Autonomous ODE. This means an ODE not showing x...Ch. 1.2 - Model the motion of a body B on a straight line...Ch. 1.2 - Prob. 13PCh. 1.2 - Prob. 14PCh. 1.2 - Prob. 15PCh. 1.2 - Prob. 16PCh. 1.2 - EULER’S METHOD
This is the simplest method to...Ch. 1.2 - EULER’S METHOD
This is the simplest method to...Ch. 1.2 - EULER’S METHOD
This is the simplest method to...Ch. 1.2 - EULER’S METHOD
This is the simplest method to...Ch. 1.3 - Prob. 1PCh. 1.3 - Prob. 2PCh. 1.3 - GENERAL SOLUTION
Find a general solution. Show the...Ch. 1.3 - GENERAL SOLUTION
Find a general solution. Show the...Ch. 1.3 - GENERAL SOLUTION
Find a general solution. Show the...Ch. 1.3 - GENERAL SOLUTION
Find a general solution. Show the...Ch. 1.3 - GENERAL SOLUTION
Find a general solution. Show the...Ch. 1.3 - GENERAL SOLUTION
Find a general solution. Show the...Ch. 1.3 - GENERAL SOLUTION
Find a general solution. Show the...Ch. 1.3 - GENERAL SOLUTION
Find a general solution. Show the...Ch. 1.3 - INITIAL VALUE PROBLEMS (IVPs)
Solve the IVP. Show...Ch. 1.3 - INITIAL VALUE PROBLEMS (IVPs)
Solve the IVP. Show...Ch. 1.3 - INITIAL VALUE PROBLEMS (IVPs)
Solve the IVP. Show...Ch. 1.3 - INITIAL VALUE PROBLEMS (IVPs)
Solve the IVP. Show...Ch. 1.3 - INITIAL VALUE PROBLEMS (IVPs)
Solve the IVP. Show...Ch. 1.3 - INITIAL VALUE PROBLEMS (IVPs)
Solve the IVP. Show...Ch. 1.3 - Prob. 17PCh. 1.3 - Prob. 18PCh. 1.3 - INITIAL VALUE PROBLEMS (IVPs)
Solve the IVP. Show...Ch. 1.3 - Prob. 20PCh. 1.3 - Radiocarbon dating. What should be the content...Ch. 1.3 - Prob. 22PCh. 1.3 - Prob. 23PCh. 1.3 - Prob. 24PCh. 1.3 - Prob. 25PCh. 1.3 - Prob. 26PCh. 1.3 - Prob. 27PCh. 1.3 - Prob. 28PCh. 1.3 - Prob. 29PCh. 1.3 - Prob. 30PCh. 1.3 - Prob. 31PCh. 1.3 - Prob. 32PCh. 1.3 - Prob. 33PCh. 1.3 - Prob. 36PCh. 1.4 - Prob. 1PCh. 1.4 - Prob. 2PCh. 1.4 - Prob. 3PCh. 1.4 - Prob. 4PCh. 1.4 - Prob. 5PCh. 1.4 - Prob. 6PCh. 1.4 - Prob. 7PCh. 1.4 - Prob. 8PCh. 1.4 - Prob. 9PCh. 1.4 - ODEs. INTEGRATING FACTORS
Test for exactness. If...Ch. 1.4 - ODEs. INTEGRATING FACTORS
Test for exactness. If...Ch. 1.4 - ODEs. INTEGRATING FACTORS
Test for exactness. If...Ch. 1.4 - ODEs. INTEGRATING FACTORS
Test for exactness. If...Ch. 1.4 - ODEs. INTEGRATING FACTORS
Test for exactness. If...Ch. 1.4 - Exactness. Under what conditions for the constants...Ch. 1.4 - Prob. 17PCh. 1.4 - Prob. 18PCh. 1.5 - CAUTION! Show that e−ln x = 1/x (not −x) and...Ch. 1.5 - Prob. 2PCh. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
Find the...Ch. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
Find the...Ch. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
Find the...Ch. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
Find the...Ch. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
7. xy′ =...Ch. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
Find the...Ch. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
9.
Ch. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
Find the...Ch. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
Find the...Ch. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
Find the...Ch. 1.5 - GENERAL SOLUTION. INITIAL VALUE PROBLEMS
Find the...Ch. 1.5 - Prob. 14PCh. 1.5 - Prob. 15PCh. 1.5 - Prob. 16PCh. 1.5 - Prob. 17PCh. 1.5 - Prob. 18PCh. 1.5 - Prob. 19PCh. 1.5 - GENERAL PROPERTIES OF LINEAR ODEs
These properties...Ch. 1.5 - Prob. 21PCh. 1.5 - NONLINEAR ODEs
Using a method of this section or...Ch. 1.5 - NONLINEAR ODEs
Using a method of this section or...Ch. 1.5 - NONLINEAR ODEs
Using a method of this section or...Ch. 1.5 - NONLINEAR ODEs
Using a method of this section or...Ch. 1.5 - NONLINEAR ODEs
Using a method of this section or...Ch. 1.5 - NONLINEAR ODEs
Using a method of this section or...Ch. 1.5 - NONLINEAR ODEs
Using a method of this section or...Ch. 1.5 - Prob. 29PCh. 1.5 - MODELING. FURTHER APPLICATIONS
31. Newton’s law of...Ch. 1.5 - Prob. 32PCh. 1.5 - MODELING. FURTHER APPLICATIONS
33. Drug injection....Ch. 1.5 - MODELING. FURTHER APPLICATIONS
34. Epidemics. A...Ch. 1.5 - MODELING. FURTHER APPLICATIONS
35. Lake Erie. Lake...Ch. 1.5 - MODELING. FURTHER APPLICATIONS
36. Harvesting...Ch. 1.5 - Prob. 37PCh. 1.5 - Prob. 38PCh. 1.5 - Prob. 39PCh. 1.5 - Prob. 40PCh. 1.6 -
Represent the given family of curves in the form...Ch. 1.6 - Prob. 2PCh. 1.6 -
Represent the given family of curves in the form...Ch. 1.6 - ORTHOGONAL TRAJECTORIES (OTs)
Sketch or graph some...Ch. 1.6 - ORTHOGONAL TRAJECTORIES (OTs)
Sketch or graph some...Ch. 1.6 - ORTHOGONAL TRAJECTORIES (OTs)
Sketch or graph some...Ch. 1.6 - ORTHOGONAL TRAJECTORIES (OTs)
Sketch or graph some...Ch. 1.6 - ORTHOGONAL TRAJECTORIES (OTs)
Sketch or graph some...Ch. 1.6 - ORTHOGONAL TRAJECTORIES (OTs)
Sketch or graph some...Ch. 1.6 - ORTHOGONAL TRAJECTORIES (OTs)
Sketch or graph some...Ch. 1.6 - APPLICATIONS, EXTENSIONS
11. Electric field. Let...Ch. 1.6 - Electric field. The lines of electric force of two...Ch. 1.6 - Prob. 13PCh. 1.6 - Conic sections. Find the conditions under which...Ch. 1.6 - Prob. 15PCh. 1.6 - Prob. 16PCh. 1.7 - Prob. 1PCh. 1.7 - Existence? Does the initial value problem (x −...Ch. 1.7 - Vertical strip. If the assumptions of Theorems 1...Ch. 1.7 - Change of initial condition. What happens in Prob....Ch. 1.7 - Prob. 5PCh. 1.7 - Maximum α. What is the largest possible α in...Ch. 1.7 - Prob. 8PCh. 1.7 - Common points. Can two solution curves of the same...Ch. 1.7 - Three possible cases. Find all initial conditions...Ch. 1 - Prob. 1RQCh. 1 - Prob. 2RQCh. 1 - Does every first-order ODE have a solution? A...Ch. 1 - What is a direction field? A numeric method for...Ch. 1 - What is an exact ODE? Is f(x) dx + g(y) dy = 0...Ch. 1 - Prob. 6RQCh. 1 - What other solution methods did we consider in...Ch. 1 - Can an ODE sometimes be solved by several methods?...Ch. 1 - Prob. 9RQCh. 1 - Prob. 10RQCh. 1 - Prob. 11RQCh. 1 - Prob. 12RQCh. 1 - Prob. 13RQCh. 1 - Prob. 14RQCh. 1 - Prob. 15RQCh. 1 - DIRECTION FIELD: NUMERIC SOLUTION
Graph a...Ch. 1 - Prob. 17RQCh. 1 - Prob. 18RQCh. 1 - Prob. 19RQCh. 1 - Prob. 20RQCh. 1 - Prob. 21RQCh. 1 - Prob. 22RQCh. 1 - Prob. 23RQCh. 1 - Prob. 24RQCh. 1 - Prob. 25RQCh. 1 - Prob. 26RQCh. 1 - Prob. 27RQCh. 1 - Prob. 28RQCh. 1 - Half-life. If in a reactor, uranium loses 10% of...Ch. 1 - Prob. 30RQ
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- Please help solve the following whilst showing all working out. Is part of exam revision questions but no solution is givenarrow_forwardplease help me with this question with working out thanksarrow_forwardPage < 1 of 2 - ZOOM + 1) a) Find a matrix P such that PT AP orthogonally diagonalizes the following matrix A. = [{² 1] A = b) Verify that PT AP gives the correct diagonal form. 2 01 -2 3 2) Given the following matrices A = -1 0 1] an and B = 0 1 -3 2 find the following matrices: a) (AB) b) (BA)T 3) Find the inverse of the following matrix A using Gauss-Jordan elimination or adjoint of the matrix and check the correctness of your answer (Hint: AA¯¹ = I). [1 1 1 A = 3 5 4 L3 6 5 4) Solve the following system of linear equations using any one of Cramer's Rule, Gaussian Elimination, Gauss-Jordan Elimination or Inverse Matrix methods and check the correctness of your answer. 4x-y-z=1 2x + 2y + 3z = 10 5x-2y-2z = -1 5) a) Describe the zero vector and the additive inverse of a vector in the vector space, M3,3. b) Determine if the following set S is a subspace of M3,3 with the standard operations. Show all appropriate supporting work.arrow_forward
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