Mathematical Ideas (13th Edition) - Standalone book
13th Edition
ISBN: 9780321977076
Author: Charles D. Miller, Vern E. Heeren, John Hornsby, Christopher Heeren
Publisher: PEARSON
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Chapter 9.4, Problem 74E
To determine
To calculate: The area of the right triangles PWX, PZY, and PXY in the provided figure.
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Chapter 9 Solutions
Mathematical Ideas (13th Edition) - Standalone book
Ch. 9.1 - Fill in each blank with the correct response. The...Ch. 9.1 - Fill in each blank with the correct response. The...Ch. 9.1 - Fill in each blank with the correct response.
3....Ch. 9.1 - Prob. 4ECh. 9.1 - Decide whether each statement is true or false. A...Ch. 9.1 - Prob. 6ECh. 9.1 - Prob. 7ECh. 9.1 - Prob. 8ECh. 9.1 - Prob. 9ECh. 9.1 - Prob. 10E
Ch. 9.1 - Decide whether each statement is true or...Ch. 9.1 - Decide whether each statement is true or false....Ch. 9.1 - Decide whether each statement is true or false....Ch. 9.1 - Decide whether each statement is true or...Ch. 9.1 - Decide whether each statement is true or...Ch. 9.1 - Prob. 16ECh. 9.1 - Exercises 17-24 name portions of the line shown....Ch. 9.1 - Exercises 17-24 name portions of the line shown....Ch. 9.1 - Exercises 17-24 name portions of the line shown....Ch. 9.1 - Exercises 17-24 name portions of the line shown....Ch. 9.1 - Exercises 17-24 name portions of the line shown....Ch. 9.1 - Exercises 17-24 name portions of the line shown....Ch. 9.1 - Exercises 17-24 name portions of the line shown....Ch. 9.1 - Exercises 17-24 name portions of the line shown....Ch. 9.1 - Match each symbol in Group I with the symbol in...Ch. 9.1 - Match each symbol in Group I with the symbol in...Ch. 9.1 - Match each symbol in Group I with the symbol in...Ch. 9.1 - Match each symbol in Group I with the symbol in...Ch. 9.1 - Match each symbol in Group I with the symbol in...Ch. 9.1 - Match each symbol in Group I with the symbol in...Ch. 9.1 - Match each symbol in Group I with the symbol in...Ch. 9.1 - Prob. 32ECh. 9.1 - Prob. 33ECh. 9.1 - Prob. 34ECh. 9.1 - Prob. 35ECh. 9.1 - Prob. 36ECh. 9.1 - Prob. 37ECh. 9.1 - Prob. 38ECh. 9.1 - Prob. 39ECh. 9.1 - Prob. 40ECh. 9.1 - Give the measure of the complement of each angle....Ch. 9.1 - Give the measure of the complement of each...Ch. 9.1 - Give the measure of the complement of each...Ch. 9.1 - Give the measure of the complement of each angle....Ch. 9.1 - Give the measure of the complement of each angle....Ch. 9.1 - Give the measure of the complement of each angle....Ch. 9.1 - Give the measure of the supplement of each...Ch. 9.1 - Give the measure of the supplement of each...Ch. 9.1 - Give the measure of the supplement of each angle....Ch. 9.1 - Give the measure of the supplement of each angle....Ch. 9.1 - Prob. 51ECh. 9.1 - Prob. 52ECh. 9.1 - Complementary and Supplementary Angles Solve each...Ch. 9.1 - Complementary and Supplementary Angles Solve each...Ch. 9.1 - Complementary and Supplementary Angles Solve each...Ch. 9.1 - Complementary and Supplementary Angles Solve each...Ch. 9.1 - Name all pairs of vertical angles in each...Ch. 9.1 - Name all pairs of vertical angles in each figure.Ch. 9.1 - 59. In Exercise 57, if has a measure of , find...Ch. 9.1 - 60. In Exercise 58, if has a measure of . find...Ch. 9.1 - Find the measure of each marked angle.Ch. 9.1 - Prob. 62ECh. 9.1 - Find the measure of each marked angle.Ch. 9.1 - Prob. 64ECh. 9.1 - Prob. 65ECh. 9.1 - Prob. 66ECh. 9.1 - Find the measure of each marked angle.
67.
Ch. 9.1 - Find the measure of each marked angle.
68.
Ch. 9.1 - In Exercises 69-72, assume that lines m and n are...Ch. 9.1 - Prob. 70ECh. 9.1 - In Exercises 69-72, assume that lines m and n are...Ch. 9.1 - Prob. 72ECh. 9.1 - The sketch shows parallel lines m and n cut by a...Ch. 9.1 - 74. Use the sketch to find the measure of each...Ch. 9.1 - Prob. 75ECh. 9.2 - Fill in each blank with the correct response.
1. A...Ch. 9.2 - Prob. 2ECh. 9.2 - Prob. 3ECh. 9.2 - Prob. 4ECh. 9.2 - Decide whether each statement is true or false. A...Ch. 9.2 - Decide whether each statement is true or false.
6....Ch. 9.2 - Decide whether each statement is true or false. A...Ch. 9.2 - Decide whether each statement is true or false.
8....Ch. 9.2 - Decide whether each statement is true or false. A...Ch. 9.2 - Prob. 10ECh. 9.2 - Prob. 11ECh. 9.2 - Prob. 12ECh. 9.2 - Prob. 13ECh. 9.2 - Prob. 14ECh. 9.2 - Prob. 15ECh. 9.2 - Prob. 16ECh. 9.2 - Prob. 17ECh. 9.2 - Prob. 18ECh. 9.2 - Prob. 19ECh. 9.2 - Prob. 20ECh. 9.2 - Prob. 21ECh. 9.2 - Prob. 22ECh. 9.2 - Prob. 23ECh. 9.2 - Prob. 24ECh. 9.2 - Prob. 25ECh. 9.2 - Prob. 26ECh. 9.2 - Classify each triangle as acute, right, or obtuse....Ch. 9.2 - Classify each triangle as acute, right, or obtuse....Ch. 9.2 - Classify each triangle as acute, right, or obtuse....Ch. 9.2 - Prob. 30ECh. 9.2 - Prob. 31ECh. 9.2 - Prob. 32ECh. 9.2 - Classify each triangle as acute, right, or obtuse....Ch. 9.2 - Prob. 34ECh. 9.2 - Classify each triangle as acute, right, or obtuse....Ch. 9.2 - Classify each triangle as acute, right, or obtuse....Ch. 9.2 - Prob. 37ECh. 9.2 - Prob. 38ECh. 9.2 - Find the measure of each angle in triangle ABC.Ch. 9.2 - Prob. 40ECh. 9.2 - Find the measure of each angle in triangle ABC.Ch. 9.2 - Prob. 42ECh. 9.2 - 43. Angle Measures In triangle ABC, angles A and B...Ch. 9.2 - Prob. 44ECh. 9.2 - Prob. 45ECh. 9.2 - Prob. 46ECh. 9.2 - Prob. 47ECh. 9.2 - Prob. 48ECh. 9.2 - Using the points, segments, and lines in the...Ch. 9.2 - 50. In the classic 1939 movie The Wizard of , the...Ch. 9.2 - Prob. 51ECh. 9.2 - Prob. 52ECh. 9.2 - Prob. 53ECh. 9.2 - Prob. 54ECh. 9.2 - Prob. 55ECh. 9.2 - Prob. 56ECh. 9.2 - Prob. 57ECh. 9.2 - Prob. 58ECh. 9.2 - 59. Investigate Proposition II of Book I of...Ch. 9.2 - Prob. 60ECh. 9.3 - Prob. 1ECh. 9.3 - In Exercises 1-6, provide a STATEMENTS/REASONS...Ch. 9.3 - In Exercises 1-6, provide a STATEMENTS/REASONS...Ch. 9.3 - Prob. 4ECh. 9.3 - Prob. 5ECh. 9.3 - Prob. 6ECh. 9.3 - Exercises 7-10 refer to the given figure, which...Ch. 9.3 - Prob. 8ECh. 9.3 - Exercises 7-10 refer to the given figure, which...Ch. 9.3 - Prob. 10ECh. 9.3 - Prob. 11ECh. 9.3 - Prob. 12ECh. 9.3 - Name the corresponding angles and the...Ch. 9.3 - Prob. 14ECh. 9.3 - Name the corresponding angles and the...Ch. 9.3 - Prob. 16ECh. 9.3 - Find all unknown angle measures in each pair of...Ch. 9.3 - Prob. 18ECh. 9.3 - Find all unknown angle measures in each pair of...Ch. 9.3 - Prob. 20ECh. 9.3 - Prob. 21ECh. 9.3 - Prob. 22ECh. 9.3 - Find the unknown side lengths in each pair of...Ch. 9.3 - Prob. 24ECh. 9.3 - Find the unknown side lengths in each pair of...Ch. 9.3 - Prob. 26ECh. 9.3 - Prob. 27ECh. 9.3 - Prob. 28ECh. 9.3 - In each diagram, there are two similar triangles....Ch. 9.3 - In each diagram, there are two similar triangles....Ch. 9.3 - In each diagram, there are two similar triangles....Ch. 9.3 - In each diagram, there are two similar triangles....Ch. 9.3 - In each diagram, there are two similar triangles....Ch. 9.3 - In each diagram, there are two similar triangles....Ch. 9.3 - Solve each problem. Height of a Tree A tree casts...Ch. 9.3 - Solve each problem. Height of a Tower A forest...Ch. 9.3 - Solve each problem.
37. Lengths of Sides of a...Ch. 9.3 - Prob. 38ECh. 9.3 - Solve each problem. Height of a Building A house...Ch. 9.3 - Solve each problem. Height of the World's Tallest...Ch. 9.3 - Prob. 41ECh. 9.3 - Prob. 42ECh. 9.3 - In Exercises 43-50, a and h represent the two legs...Ch. 9.3 - Prob. 44ECh. 9.3 - Prob. 45ECh. 9.3 - Prob. 46ECh. 9.3 - Prob. 47ECh. 9.3 - Prob. 48ECh. 9.3 - Prob. 49ECh. 9.3 - Prob. 50ECh. 9.3 - Refer to Exercise 50 in Section 9.2. Correct the...Ch. 9.3 - Prob. 52ECh. 9.3 - Prob. 53ECh. 9.3 - Prob. 54ECh. 9.3 - Prob. 55ECh. 9.3 - Prob. 56ECh. 9.3 - Prob. 57ECh. 9.3 - Prob. 58ECh. 9.3 - Prob. 59ECh. 9.3 - Prob. 60ECh. 9.3 - Prob. 61ECh. 9.3 - Prob. 62ECh. 9.3 - Prob. 63ECh. 9.3 - Prob. 64ECh. 9.3 - Prob. 65ECh. 9.3 - Prob. 66ECh. 9.3 - Prob. 67ECh. 9.3 - Prob. 68ECh. 9.3 - Prob. 69ECh. 9.3 - Prob. 70ECh. 9.3 - Prob. 71ECh. 9.3 - Prob. 72ECh. 9.3 - Solve each problem. (You may wish to review...Ch. 9.3 - Prob. 74ECh. 9.3 - Solve each problem. (You may wish to review...Ch. 9.3 - Prob. 76ECh. 9.3 - Prob. 77ECh. 9.3 - Prob. 78ECh. 9.3 - Prob. 79ECh. 9.3 - Prob. 80ECh. 9.3 - Proof of the Pythagorean Theorem by Similar...Ch. 9.3 - Prob. 82ECh. 9.3 - Prob. 83ECh. 9.3 - Prob. 84ECh. 9.3 - Prob. 85ECh. 9.3 - Prob. 86ECh. 9.3 - Prob. 87ECh. 9.3 - Prob. 88ECh. 9.3 - Prob. 89ECh. 9.3 - Prob. 90ECh. 9.3 - Prob. 91ECh. 9.3 - Prob. 92ECh. 9.3 - Prob. 93ECh. 9.3 - Prob. 94ECh. 9.4 - In Exercises 1-5, fill in each blank with the...Ch. 9.4 - Prob. 2ECh. 9.4 - Prob. 3ECh. 9.4 - Prob. 4ECh. 9.4 - Prob. 5ECh. 9.4 - 6. Perimeter or Area? Decide whether perimeter or...Ch. 9.4 - Use the formulas of this section to find the area...Ch. 9.4 - Prob. 8ECh. 9.4 - Use the formulas of this section to find the area...Ch. 9.4 - Prob. 10ECh. 9.4 - Use the formulas of this section to find the area...Ch. 9.4 - Prob. 12ECh. 9.4 - Use the formulas of this section to find the area...Ch. 9.4 - Prob. 14ECh. 9.4 - Use the formulas of this section to find the area...Ch. 9.4 - Use the formulas of this section to find the area...Ch. 9.4 - Use the formulas of this section to find the area...Ch. 9.4 - Prob. 18ECh. 9.4 - Use the formulas of this section to find the area...Ch. 9.4 - Prob. 20ECh. 9.4 - Solve each problem. Window Side Length A...Ch. 9.4 - Prob. 22ECh. 9.4 - Solve each problem. Dimensions of a Lot A lot is...Ch. 9.4 - Prob. 24ECh. 9.4 - Solve each problem, Radius of a Circular...Ch. 9.4 - Prob. 26ECh. 9.4 - Prob. 27ECh. 9.4 - Prob. 28ECh. 9.4 - Solve each problem, Search Area A search plane...Ch. 9.4 - Prob. 30ECh. 9.4 - Prob. 31ECh. 9.4 - Prob. 32ECh. 9.4 - Prob. 33ECh. 9.4 - Prob. 34ECh. 9.4 - Prob. 35ECh. 9.4 - Prob. 36ECh. 9.4 - Prob. 37ECh. 9.4 - Prob. 38ECh. 9.4 - Prob. 39ECh. 9.4 - Prob. 40ECh. 9.4 - Each figure has the perimeter indicated. (Figures...Ch. 9.4 - Prob. 42ECh. 9.4 - Each figure has the perimeter indicated. (Figures...Ch. 9.4 - Prob. 44ECh. 9.4 - Prob. 45ECh. 9.4 - Prob. 46ECh. 9.4 - Each figure has the area indicated. Find the value...Ch. 9.4 - Prob. 48ECh. 9.4 - Each circle has the circumference or area...Ch. 9.4 - Prob. 50ECh. 9.4 - Each circle has the circumference or area...Ch. 9.4 - Prob. 52ECh. 9.4 - Work the parts of this exercise in order, and make...Ch. 9.4 - Prob. 54ECh. 9.4 - Prob. 55ECh. 9.4 - Prob. 56ECh. 9.4 - Prob. 57ECh. 9.4 - Prob. 58ECh. 9.4 - Prob. 59ECh. 9.4 - Prob. 60ECh. 9.4 - Prob. 61ECh. 9.4 - Prob. 62ECh. 9.4 - Prob. 63ECh. 9.4 - Prob. 64ECh. 9.4 - Prob. 65ECh. 9.4 - Prob. 66ECh. 9.4 - Prob. 67ECh. 9.4 - Prob. 68ECh. 9.4 - Prob. 69ECh. 9.4 - Prob. 70ECh. 9.4 - Prob. 71ECh. 9.4 - Prob. 72ECh. 9.4 - Prob. 73ECh. 9.4 - Prob. 74ECh. 9.4 - Prob. 75ECh. 9.4 - Prob. 76ECh. 9.4 - Prob. 77ECh. 9.4 - Prob. 78ECh. 9.4 - Area of a Square The area of square PQRS is 1250...Ch. 9.4 - Prob. 80ECh. 9.4 - Prob. 81ECh. 9.4 - Prob. 82ECh. 9.4 - Prob. 83ECh. 9.4 - Prob. 84ECh. 9.4 - 85. Area of a Quadrilateral Find the area of...Ch. 9.4 - Prob. 86ECh. 9.4 - Prob. 87ECh. 9.4 - Prob. 88ECh. 9.5 - Decide whether each statement is true or false. A...Ch. 9.5 - Prob. 2ECh. 9.5 - Decide whether each statement is true or false. A...Ch. 9.5 - Prob. 4ECh. 9.5 - Decide whether each statement is true or false.
5....Ch. 9.5 - Decide whether each statement is true or false. A...Ch. 9.5 - Find (a) the volume and (b) the surface area of...Ch. 9.5 - Prob. 8ECh. 9.5 - Find (a) the volume and (b) the surface area of...Ch. 9.5 - Find (a) the volume and (b) the surface area of...Ch. 9.5 - Find (a) the volume and (b) the surface area of...Ch. 9.5 - Prob. 12ECh. 9.5 - Find (a) the volume and (b) the surface area of...Ch. 9.5 - Prob. 14ECh. 9.5 - Prob. 15ECh. 9.5 - Prob. 16ECh. 9.5 - Volumes of Common Objects Find each volume. Use...Ch. 9.5 - Prob. 18ECh. 9.5 - Prob. 19ECh. 9.5 - Prob. 20ECh. 9.5 - Prob. 21ECh. 9.5 - Prob. 22ECh. 9.5 - Prob. 23ECh. 9.5 - Prob. 24ECh. 9.5 - Prob. 25ECh. 9.5 - Volumes of Common Objects Find each volume. Use...Ch. 9.5 - Prob. 27ECh. 9.5 - Prob. 28ECh. 9.5 - Prob. 29ECh. 9.5 - Prob. 30ECh. 9.5 - Prob. 31ECh. 9.5 - Prob. 32ECh. 9.5 - Prob. 33ECh. 9.5 - Prob. 34ECh. 9.5 - Solve each problem. Irrigation Tank An irrigation...Ch. 9.5 - Prob. 36ECh. 9.5 - Prob. 37ECh. 9.5 - Prob. 38ECh. 9.5 - Prob. 39ECh. 9.5 - Prob. 40ECh. 9.5 - Prob. 41ECh. 9.5 - Prob. 42ECh. 9.5 - Prob. 43ECh. 9.5 - Prob. 44ECh. 9.5 - Prob. 45ECh. 9.5 - Prob. 46ECh. 9.5 - Prob. 47ECh. 9.5 - Prob. 48ECh. 9.5 - Prob. 49ECh. 9.5 - Prob. 50ECh. 9.5 - Exercises 49-58 require some ingenuity, but all...Ch. 9.5 - Prob. 52ECh. 9.5 - Prob. 53ECh. 9.5 - Prob. 54ECh. 9.5 - Prob. 55ECh. 9.5 - Prob. 56ECh. 9.5 - Prob. 57ECh. 9.5 - Prob. 58ECh. 9.5 - Prob. 59ECh. 9.5 - Euler's Formula Many crystals and some viruses are...Ch. 9.5 - Euler's Formula Many crystals and some viruses are...Ch. 9.5 - Prob. 62ECh. 9.5 - Prob. 63ECh. 9.5 - Prob. 64ECh. 9.6 - Prob. 1ECh. 9.6 - Prob. 2ECh. 9.6 - Prob. 3ECh. 9.6 - Prob. 4ECh. 9.6 - Prob. 5ECh. 9.6 - Prob. 6ECh. 9.6 - Prob. 7ECh. 9.6 - Prob. 8ECh. 9.6 - Prob. 9ECh. 9.6 - Prob. 10ECh. 9.6 - Prob. 11ECh. 9.6 - Prob. 12ECh. 9.6 - Prob. 13ECh. 9.6 - Prob. 14ECh. 9.6 - Prob. 15ECh. 9.6 - Prob. 16ECh. 9.6 - Prob. 17ECh. 9.6 - Prob. 18ECh. 9.6 - Prob. 19ECh. 9.6 - Prob. 20ECh. 9.6 - Prob. 21ECh. 9.6 - Prob. 22ECh. 9.6 - Prob. 23ECh. 9.6 - Prob. 24ECh. 9.6 - Prob. 25ECh. 9.6 - Prob. 26ECh. 9.6 - Prob. 27ECh. 9.6 - Prob. 28ECh. 9.6 - Prob. 29ECh. 9.6 - Prob. 30ECh. 9.6 - Prob. 31ECh. 9.6 - Prob. 32ECh. 9.6 - Prob. 33ECh. 9.6 - Prob. 34ECh. 9.6 - Prob. 35ECh. 9.6 - Prob. 36ECh. 9.6 - Prob. 37ECh. 9.6 - Prob. 38ECh. 9.6 - Prob. 39ECh. 9.6 - Prob. 40ECh. 9.6 - Prob. 41ECh. 9.6 - Prob. 42ECh. 9.6 - Perform the indicated size transformation....Ch. 9.6 - Prob. 44ECh. 9.6 - Prob. 45ECh. 9.6 - Prob. 46ECh. 9.6 - Prob. 47ECh. 9.6 - Prob. 48ECh. 9.6 - Prob. 49ECh. 9.6 - Prob. 50ECh. 9.7 - Study the chart below, and use it to respond to...Ch. 9.7 - Study the chart below, and use it to respond to...Ch. 9.7 - Study the chart below, and use it to respond to...Ch. 9.7 - Study the chart below, and use it to respond to...Ch. 9.7 - Study the chart below, and use it to respond to...Ch. 9.7 - Study the chart below, and use it to respond to...Ch. 9.7 - Prob. 7ECh. 9.7 - Study the chart below, and use it to respond to...Ch. 9.7 - Prob. 9ECh. 9.7 - Prob. 10ECh. 9.7 - In Exercises 11 and 12, project the given shape...Ch. 9.7 - Prob. 12ECh. 9.7 - Prob. 13ECh. 9.7 - Prob. 14ECh. 9.7 - Prob. 15ECh. 9.7 - Prob. 16ECh. 9.7 - Prob. 17ECh. 9.7 - Prob. 18ECh. 9.7 - Prob. 19ECh. 9.7 - Prob. 20ECh. 9.7 - Prob. 21ECh. 9.7 - Prob. 22ECh. 9.7 - Prob. 23ECh. 9.7 - Prob. 24ECh. 9.7 - Prob. 25ECh. 9.7 - Prob. 26ECh. 9.7 - Prob. 27ECh. 9.7 - Prob. 28ECh. 9.7 - Prob. 29ECh. 9.7 - Prob. 30ECh. 9.7 - Give the genus of each object. a compact discCh. 9.7 - Give the genus of each object. a phonograph recordCh. 9.7 - Prob. 33ECh. 9.7 - Prob. 34ECh. 9.7 - Prob. 35ECh. 9.7 - Prob. 36ECh. 9.7 - Prob. 37ECh. 9.7 - Prob. 38ECh. 9.8 - Exercises 1-25 are taken from an issue of Student...Ch. 9.8 - Prob. 2ECh. 9.8 - Prob. 3ECh. 9.8 - Prob. 4ECh. 9.8 - Prob. 5ECh. 9.8 - Prob. 6ECh. 9.8 - Prob. 7ECh. 9.8 - Prob. 8ECh. 9.8 - Prob. 9ECh. 9.8 - Prob. 10ECh. 9.8 - Prob. 11ECh. 9.8 - Prob. 12ECh. 9.8 - Prob. 13ECh. 9.8 - Prob. 14ECh. 9.8 - Prob. 15ECh. 9.8 - Prob. 16ECh. 9.8 - Prob. 17ECh. 9.8 - Prob. 18ECh. 9.8 - Prob. 19ECh. 9.8 - Prob. 20ECh. 9.8 - Prob. 21ECh. 9.8 - Prob. 22ECh. 9.8 - Prob. 23ECh. 9.8 - Prob. 24ECh. 9.8 - Prob. 25ECh. 9.8 - Prob. 26ECh. 9 - 1. Consider a angle. Answer each of the...Ch. 9 - Prob. 2TCh. 9 - Prob. 3TCh. 9 - Prob. 4TCh. 9 - Prob. 5TCh. 9 - Prob. 6TCh. 9 - Explain why a rhombus must be a quadrilateral, but...Ch. 9 - 8. Which one of the statements A-D is false?
A. A...Ch. 9 - Prob. 9TCh. 9 - Identify each of the following curves as simple,...Ch. 9 - Prob. 11TCh. 9 - Prob. 12TCh. 9 - Prob. 13TCh. 9 - Prob. 14TCh. 9 - Prob. 15TCh. 9 - 16. Area of a Shaded Figure What is the area (to...Ch. 9 - Prob. 17TCh. 9 - Prob. 18TCh. 9 - Prob. 19TCh. 9 - Prob. 20TCh. 9 - Prob. 21TCh. 9 - Prob. 22TCh. 9 - Prob. 23TCh. 9 - Prob. 24TCh. 9 - Prob. 25TCh. 9 - Prob. 26TCh. 9 - List several main distinctions between Euclidean...Ch. 9 - Prob. 28TCh. 9 - Prob. 29TCh. 9 - Prob. 30T
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- use L'Hopital Rule to evaluate the following. a) 4x3 +10x2 23009׳-9 943-9 b) hm 3-84 хто бу+2 < xan x-30650)arrow_forwardConstruct a know-show table for each statement below that appears to be true.arrow_forwardProblem 3. Pricing a multi-stock option the Margrabe formula The purpose of this problem is to price a swap option in a 2-stock model, similarly as what we did in the example in the lectures. We consider a two-dimensional Brownian motion given by W₁ = (W(¹), W(2)) on a probability space (Q, F,P). Two stock prices are modeled by the following equations: dX = dY₁ = X₁ (rdt+ rdt+0₁dW!) (²)), Y₁ (rdt+dW+0zdW!"), with Xo xo and Yo =yo. This corresponds to the multi-stock model studied in class, but with notation (X+, Y₁) instead of (S(1), S(2)). Given the model above, the measure P is already the risk-neutral measure (Both stocks have rate of return r). We write σ = 0₁+0%. We consider a swap option, which gives you the right, at time T, to exchange one share of X for one share of Y. That is, the option has payoff F=(Yr-XT). (a) We first assume that r = 0 (for questions (a)-(f)). Write an explicit expression for the process Xt. Reminder before proceeding to question (b): Girsanov's theorem…arrow_forward
- Problem 1. Multi-stock model We consider a 2-stock model similar to the one studied in class. Namely, we consider = S(1) S(2) = S(¹) exp (σ1B(1) + (M1 - 0/1 ) S(²) exp (02B(2) + (H₂- M2 where (B(¹) ) +20 and (B(2) ) +≥o are two Brownian motions, with t≥0 Cov (B(¹), B(2)) = p min{t, s}. " The purpose of this problem is to prove that there indeed exists a 2-dimensional Brownian motion (W+)+20 (W(1), W(2))+20 such that = S(1) S(2) = = S(¹) exp (011W(¹) + (μ₁ - 01/1) t) 롱) S(²) exp (021W (1) + 022W(2) + (112 - 03/01/12) t). where σ11, 21, 22 are constants to be determined (as functions of σ1, σ2, p). Hint: The constants will follow the formulas developed in the lectures. (a) To show existence of (Ŵ+), first write the expression for both W. (¹) and W (2) functions of (B(1), B(²)). as (b) Using the formulas obtained in (a), show that the process (WA) is actually a 2- dimensional standard Brownian motion (i.e. show that each component is normal, with mean 0, variance t, and that their…arrow_forwardRoedel Electronics produces tablet computer accessories, including integrated keyboard tablet stands that connect a keyboard to a tablet device and holds the device at a preferred angle for easy viewing and typing. Roedel produces two sizes of integrated keyboard tablet stands, small and large. Each size uses the same keyboard attachment, but the stand consists of two different pieces, a top flap and a vertical stand that differ by size. Thus, a completed integrated keyboard tablet stand consists of three subassemblies that are manufactured by Roedel: a keyboard, a top flap, and a vertical stand. Roedel's sales forecast indicates that 7,000 small integrated keyboard tablet stands and 5,000 large integrated keyboard tablet stands will be needed to satisfy demand during the upcoming Christmas season. Because only 500 hours of in-house manufacturing time are available, Roedel is considering purchasing some, or all, of the subassemblies from outside suppliers. If Roedel manufactures a…arrow_forwardShow three different pairs of integers, a and b, where at least one example includes a negative integer. For each of your examples, determine if each of the following statements are true or falsearrow_forward
- The scores of 8 students on the midterm exam and final exam were as follows. Student Midterm Final Anderson 98 89 Bailey 88 74 Cruz 87 97 DeSana 85 79 Erickson 85 94 Francis 83 71 Gray 74 98 Harris 70 91 Find the value of the (Spearman's) rank correlation coefficient test statistic that would be used to test the claim of no correlation between midterm score and final exam score. Round your answer to 3 places after the decimal point, if necessary. Test statistic: rs =arrow_forward(a) Develop a model that minimizes semivariance for the Hauck Financial data given in the file HauckData with a required return of 10%. Assume that the five planning scenarios in the Hauck Financial rvices model are equally likely to occur. Hint: Modify model (8.10)-(8.19). Define a variable d, for each scenario and let d₂ > R - R¸ with d ≥ 0. Then make the objective function: Min Let FS = proportion of portfolio invested in the foreign stock mutual fund IB = proportion of portfolio invested in the intermediate-term bond fund LG = proportion of portfolio invested in the large-cap growth fund LV = proportion of portfolio invested in the large-cap value fund SG = proportion of portfolio invested in the small-cap growth fund SV = proportion of portfolio invested in the small-cap value fund R = the expected return of the portfolio R = the return of the portfolio in years. Min s.t. R₁ R₂ = R₁ R R5 = FS + IB + LG + LV + SG + SV = R₂ R d₁ =R- d₂z R- d₂ ZR- d₁R- d≥R- R = FS, IB, LG, LV, SG, SV…arrow_forwardThe Martin-Beck Company operates a plant in St. Louis with an annual capacity of 30,000 units. Product is shipped to regional distribution centers located in Boston, Atlanta, and Houston. Because of an anticipated increase in demand, Martin-Beck plans to increase capacity by constructing a new plant in one or more of the following cities: Detroit, Toledo, Denver, or Kansas. The following is a linear program used to determine which cities Martin-Beck should construct a plant in. Let y₁ = 1 if a plant is constructed in Detroit; 0 if not y₂ = 1 if a plant is constructed in Toledo; 0 if not y₂ = 1 if a plant is constructed in Denver; 0 if not y = 1 if a plant is constructed in Kansas City; 0 if not. The variables representing the amount shipped from each plant site to each distribution center are defined just as for a transportation problem. *,, = the units shipped in thousands from plant i to distribution center j i = 1 (Detroit), 2 (Toledo), 3 (Denver), 4 (Kansas City), 5 (St.Louis) and…arrow_forward
- Consider the following mixed-integer linear program. Max 3x1 + 4x2 s.t. 4x1 + 7x2 ≤ 28 8x1 + 5x2 ≤ 40 x1, x2 ≥ and x1 integer (a) Graph the constraints for this problem. Indicate on your graph all feasible mixed-integer solutions. On the coordinate plane the horizontal axis is labeled x1 and the vertical axis is labeled x2. A region bounded by a series of connected line segments, and several horizontal lines are on the graph. The series of line segments connect the approximate points (0, 4), (3.889, 1.778), and (5, 0). The region is above the horizontal axis, to the right of the vertical axis, and below the line segments. At each integer value between 0 and 4 on the vertical axis, a horizontal line extends out from the vertical axis to the series of connect line segments. On the coordinate plane the horizontal axis is labeled x1 and the vertical axis is labeled x2. A region bounded by a series of connected line segments, and several…arrow_forwardConsider the nonlinear optimization model stated below. Min s.t. 2x²-18x + 2XY + y² - 14Y + 53 x + 4Y ≤ 8 (a) Find the minimum solution to this problem. |at (X, Y) = (b) If the right-hand side of the constraint is increased from 8 to 9, how much do you expect the objective function to change? Based on the dual value on the constraint X + 4Y ≤ 8, we expect the optimal objective function value to decrease by (c) Resolve the problem with a new right-hand side of the constraint of 9. How does the actual change compare with your estimate? If we resolve the problem with a new right-hand-side of 9 the new optimal objective function value is| , so the actual change is a decrease of rather than what we expected in part (b).arrow_forwardStatement:If 2 | a and 3| a, then 6 a. So find three integers, and at least one integer should be negative. For each of your examples, determine if the statement is true or false.arrow_forward
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