Hi Everyone!
On this page you will find some material about Lesson 20. Read through the material below, watch the videos, and follow up with your instructor if you have questions.
Lesson 20: Correlation and Regression Analysis
Table of Contents
Resources
In this section you will find some important information about the specific resources related to this lesson:
- the learning outcomes,
- the section in the textbook,
- the homework,
- supporting video.
Learning Outcomes. (extracted from the textbook)
- Draw and analyze scatter plots for two data sets.
- Calculate correlation coefficients.
- Determine if correlation coefficients are significant.
- Find a regression line for two data sets.
- Use regression lines to make predictions.
Topic. This lesson covers
Section 11.8: Correlation and Regression Analysis
pages 717-725, ex. 1-6.
Homework.
Practice Homework
page 727: 1-4, 13, 15, 19, 21
ALEKS Assignment
Warmup Questions
These are questions on fundamental concepts that you need to know before you can embark on this lesson. Don’t skip them! Take your time to do them, and check your answer by clicking on the “Show Answer” tab.
Warmup Question 1
The point $(\cos x,\sin x)$ belongs to the unit circle, so it must satisfy the equation of the unit circle. What does that mean?
Show Answer 1
The equation of the unit circle is $x^2+y^2=1$. If $(\cos x,\sin x)$ belongs to the unit circle, then we must have
$$\cos^2x +\sin^2 x=1.$$
This is one of the most fundamental trigonometric identities.
Warmup Question 2
Can you write $\sec x$, $\csc x$ and $\cot x$ in terms of $\cos x$, $\sin x$ or $\tan x$?
Show Answer 2
$$\sec x=\dfrac{1}{\cos x}$$
$$\csc x=\dfrac{1}{\sin x}$$
$$\tan x=\dfrac{1}{\tan x}$$
Warmup Question 3
Subtract $\dfrac{b}{a}-\dfrac{a}{b}$.
Show Answer 3
$$\dfrac{a}{b}-\dfrac{b}{a}=\dfrac{a^2}{ab}-\dfrac{b^2}{ab} =\dfrac{a^2-b^2}{ab}$$
Review
If you are not comfortable with the Warmup Questions, don’t give up! Click on the indicated lesson for a quick catchup. A brief review will help you boost your confidence to start the new lesson, and that’s perfectly fine.
Need a review? Check Lesson 1 and Lesson 18.
Quick Intro
This is like a mini-lesson with an overview of the main objects of study. It will often contain a list of key words, definitions and properties – all that is new in this lesson. We will use this opportunity to make connections with other concepts. It can be also used as a review of the lesson.
A Quick Intro to Fundamental Identities and Families of Identities
Key Words. Fundamental Identities
$\bigstar$ Recall the Fundamental Identities:
$$\sin^2\theta +\cos^2\theta =1$$
$$\tan\theta=\dfrac{\sin\theta}{\cos\theta}$$
$$\csc\theta=\dfrac{1}{\sin\theta}$$
$$\sec\theta=\dfrac{1}{\cos\theta}$$
$$\cot\theta=\dfrac{1}{\tan\theta}$$
$\bigstar$ Dividing $\sin^2\theta+\cos^2\theta = 1$ by $\sin^2\theta$ gives:
$$1+\cot^2\theta = \csc^2\theta.$$
$\bigstar$ Dividing $\sin^2\theta+\cos^2\theta = 1$ by $\cos^2\theta$ gives:
$$\tan^2\theta +1 = \sec^2\theta.$$
Check the following notes for a simple method to show trig identities.
Video Lesson
Many times the mini-lesson will not be enough for you to start working on the problems. You need to see someone explaining the material to you. In the video you will find a variety of examples, solved step-by-step – starting from a simple one to a more complex one. Feel free to play them as many times as you need. Pause, rewind, replay, stop… follow your pace!
Video Lesson
A description of the video
In the video you will see how to show
- $\tan\theta\sin\theta + \cos\theta = \sec\theta$
- $\dfrac{\sin x}{1-\cos x} =\csc x-\cot x$
Try Questions
Now that you have read the material and watched the video, it is your turn to put in practice what you have learned. We encourage you to try the Try Questions on your own. When you are done, click on the “Show answer” tab to see if you got the correct answer.
Try Question 1
Show that $\sec^2\theta\cot^2\theta = \csc^2\theta$.
Show Answer 1
$$\sec^2\theta\cot^2\theta \stackrel{?}{=} \csc^2\theta$$
$$\dfrac{1}{\cos^2\theta}\dfrac{\cos^2\theta}{\sin^2\theta}\stackrel{?}{=} \dfrac{1}{\sin^2\theta}$$
Let $a=\cos\theta$ and $b=\sin\theta$.
$$\dfrac{1}{a^2}\dfrac{a^2}{b^2}\stackrel{?}{=} \dfrac{1}{b^2}$$
$$\dfrac{1}{b^2}\stackrel{\checkmark}{=} \dfrac{1}{b^2}$$
Try Question 2
Show $\cos\theta(\sec\theta-\cos\theta)=\sin^2\theta$.
Show Answer 2
$$\cos\theta(\sec\theta-\cos\theta)\stackrel{?}{=}\sin^2\theta$$
$$\cos\theta\left(\dfrac{1}{\cos\theta}-\cos\theta\right)\stackrel{?}{=}\sin^2\theta$$
Let $a=\cos\theta$ and $b=\sin\theta$.
$$a\left(\dfrac{1}{a}-a\right)\stackrel{?}{=}b^2$$
$$a\left(\dfrac{1}{a}-\dfrac{a^2}{a}\right)\stackrel{?}{=}b^2$$
$$a\left(\dfrac{1-a^2}{a}\right)\stackrel{?}{=}b^2$$
$$1-a^2\stackrel{?}{=}b^2$$
$$1\stackrel{\checkmark}{=}a^2+b^2$$
Homework
You should now be ready to start working on the homework problems. Doing the homework is an essential part of learning. It will help you practice the lesson and reinforce your knowledge.
WeBWork
There is no homework on WeBWork for this lesson, but the following lecture notes have a list of problems on page 7.
When you are done, come back to this page for the Exit Questions.
Exit Questions
After doing the WeBWorK problems, come back to this page. The Exit Questions include vocabulary checking and conceptual questions. Knowing the vocabulary accurately is important for us to communicate. You will also find one last problem. All these questions will give you an idea as to whether or not you have mastered the material. Remember: the “Show Answer” tab is there for you to check your work!
Exit Questions
- Does it make sense to solve a trig identity?
- What are key basic identities that you might use?
$\bigstar$ Prove that $\dfrac{\sec^2x}{1+\cot^2x} =\tan^2x$
Show Answer
$$\dfrac{\sec^2x}{1+\cot^2x}\stackrel{?}{=} \tan^2x$$
$$\dfrac{(\sec x)^2}{1+(\cot x)^2}\stackrel{?}{=}(\tan x)^2$$
$$\dfrac{\left(\dfrac{1}{\cos x}\right)^2}{1+\left(\dfrac{\cos x}{\sin x}\right)^2} \stackrel{?}{=}\left(\dfrac{\sin x}{\cos x}\right)^2$$
$$\dfrac{\left(\dfrac{1}{a}\right)^2}{1+\left(\dfrac{a}{b}\right)^2}\stackrel{?}{=}\left(\dfrac{b}{a}\right)^2$$
Let $a=\cos x$ and $b=\sin x$.
$$\dfrac{\dfrac{1}{a^2}}{1+\dfrac{a^2}{b^2}}\stackrel{?}{=}\dfrac{b^2}{a^2}$$
$$\dfrac{\dfrac{1}{a^2}}{\dfrac{b^2}{b^2}+\dfrac{a^2}{b^2}}\stackrel{?}{=}\dfrac{b^2}{a^2}$$
$$\dfrac{\dfrac{1}{a^2}}{\dfrac{b^2+a^2}{b^2}}\stackrel{?}{=}\dfrac{b^2}{a^2}$$
Recall: $a^2+b^2=1$.
$$\dfrac{\dfrac{1}{a^2}}{\dfrac{1}{b^2}}\stackrel{?}{=}\dfrac{b^2}{a^2}$$
$$\dfrac{1}{a^2}\cdot \dfrac{b^2}{1}\stackrel{?}{=}\dfrac{b^2}{a^2}$$
$$\dfrac{b^2}{a^2} \stackrel{\checkmark}{=}\dfrac{b^2}{a^2}$$
Need more help?
Don’t wait too long to do the following.
- Watch the additional video resources.
- Talk to your instructor.
- Form a study group.
- Visit a tutor. For more information, check the tutoring page.
