ALEKS 360 ESSENT. STAT ACCESS CARD
2nd Edition
ISBN: 9781266836428
Author: Navidi
Publisher: MCG
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Question
Chapter 6.5, Problem 11E
To determine
Explain whether it is reasonable to treat the given sample from an approximately normal population.
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A classification study involving several classifiers was carried out. After training and the usual validation step, the following table
shows results for classifiers tried. In below, classifiers are identified as M1, M2 and so on.
Sensitivity
Specificity
M1
0.82
0.82
M2
0.92
0.72
M3
0.72
0.92
M4
0.46
0.47
M5
0.03
0.16
M6
0.13
0.02
M7
0.33
0.64
M8
0.72
0.24
M9
0.47
0.82
M10
0.06
0.84
The following list has statements about the classifiers. In the list, there is a single incorrect statement. Please identify the incorrect
statement.
Hint 1: recall that a classifier dominates another if both performance measures are better.
Hint 2: to help you visualize and compare classifiers, you may want to plot the classifier data in a ROC graph (which will not be
submitted).
Select one:
Qa.
O b.
Oc.
d.
By swapping zeroes and ones, M5 can be worsened
M8 does not dominate M9
M1 dominates all of M4, M5 and M6
M1 is a good classifier
?
e.
By swapping zeroes and ones, the performance of M4 does not change…
Consider the following training data, shown below before centering.
XY
1
0
1
1
1
1
1
1
00
1
1
1
0 0
1
1
1
0
1
1
This data set will be analysed after centering all columns (not scaling). In what follows, the centered data columns are referred to as
X and Y. Using these centered columns, we have the following quantities: XTX = 24/11 = 2.1818; XTY = 13/11 =
and YTY = 24/11 = 2.1818.
Ridge regression
Q1 For 2 =
R
AR
=
1.1818
0.56, compute and write in the provided space the ridge estimate ẞ (0.56). Use decimal numbers, not fractions.
Q2 Using the ridge estimate ẞ (0.56) you just computed, determine the percentage of shrinkage achieved with respect to the
squared L2 norm. That is, compute the shrinkage using || (0.56)||||||with the OLS estimate. In the provided space, write
the shrinkage as percentage between 0 and 100 with decimal values.
Lasso
AR
Q3 The following are several expressions for the lasso estimate: (2) = 0.5833 * (1 - 0.84622);
L
L
(a) = 0.5833 * (1 -0.78572); (A) = 0.5417 *…
Calculate the 95% confidence intervals for the proportion of children surviving, and the proportion of non-crew adult passengers surviving. We want to use the given data to make inferences about the general population of all large boat crashes, so the data set should be treated as a random sample for this purpose.
Part 2
The 95% confidence interval for survival rate amongst non-crew adults runs from
enter your response here% to
enter your response here%.
(Round to one decimal place as needed. Use ascending order.)
Part 3
The 95% confidence interval for survival rate amongst children runs from
enter your response here% to
enter your response here%.
(Round to one decimal place as needed. Use ascending order.)
Part 4
Test the alternative hypothesis that the proportion of children surviving does not equal 35%, and next, test the alternative hypothesis that the proportion of non-crew adult passengers surviving does not equal 35%. Again, the data set should…
Chapter 6 Solutions
ALEKS 360 ESSENT. STAT ACCESS CARD
Ch. 6.1 - Prob. 1CYUCh. 6.1 - Prob. 2CYUCh. 6.1 - Prob. 3CYUCh. 6.1 - Prob. 4CYUCh. 6.1 - Prob. 5CYUCh. 6.1 - Prob. 6CYUCh. 6.1 - Prob. 7CYUCh. 6.1 - Prob. 8CYUCh. 6.1 - Prob. 9CYUCh. 6.1 - Prob. 10CYU
Ch. 6.1 - Prob. 11ECh. 6.1 - In Exercises 11–16, fill in each blank with the...Ch. 6.1 - In Exercises 11–16, fill in each blank with the...Ch. 6.1 - In Exercises 11–16, fill in each blank with the...Ch. 6.1 - In Exercises 11–16, fill in each blank with the...Ch. 6.1 - In Exercises 11–16, fill in each blank with the...Ch. 6.1 - In Exercises 17–26, determine whether the...Ch. 6.1 - In Exercises 17–26, determine whether the...Ch. 6.1 - If a normal population has a mean of and a...Ch. 6.1 - In Exercises 17–26, determine whether the...Ch. 6.1 - Determine Exercises 1726, whether the statement is...Ch. 6.1 - Determine Exercises 1726, whether the statement is...Ch. 6.1 - Prob. 23ECh. 6.1 - In Exercises 17–26, determine whether the...Ch. 6.1 - Prob. 25ECh. 6.1 - Prob. 26ECh. 6.1 - 27. The following figure is a probability density...Ch. 6.1 - 28. The following figure is a probability density...Ch. 6.1 - Prob. 29ECh. 6.1 - Prob. 30ECh. 6.1 - Prob. 31ECh. 6.1 - 32. Find the area under the standard normal curve...Ch. 6.1 - Prob. 33ECh. 6.1 - Prob. 34ECh. 6.1 - Prob. 35ECh. 6.1 - 36. Find the area under the standard normal curve...Ch. 6.1 - Find the area under the standard normal curve that...Ch. 6.1 - Find the area under the standard normal curve that...Ch. 6.1 - Prob. 39ECh. 6.1 - 40. Find the z-score for which the area to its...Ch. 6.1 - Prob. 41ECh. 6.1 - 42. Find the z-score for which the area to its...Ch. 6.1 - Prob. 43ECh. 6.1 - 44. Find the z-scores that bound the middle 70% of...Ch. 6.1 - Prob. 45ECh. 6.1 - Prob. 46ECh. 6.1 - Prob. 47ECh. 6.1 - Prob. 48ECh. 6.1 - Prob. 49ECh. 6.1 - Prob. 50ECh. 6.1 - Prob. 51ECh. 6.1 - Prob. 52ECh. 6.1 - Prob. 53ECh. 6.1 - Prob. 54ECh. 6.1 - Prob. 55ECh. 6.1 - Prob. 56ECh. 6.1 - Prob. 57ECh. 6.1 - Prob. 58ECh. 6.1 - 59. Check your blood pressure: The Centers for...Ch. 6.1 - Prob. 60ECh. 6.1 - Prob. 61ECh. 6.1 - Prob. 62ECh. 6.1 - Prob. 63ECh. 6.1 - 64. Big chickens: A report on thepoultrysite.com...Ch. 6.1 - Prob. 65ECh. 6.1 - 66. Electric bills: According to the U.S. Energy...Ch. 6.1 - Prob. 67ECh. 6.1 - Prob. 68ECh. 6.1 - 69. Tire lifetimes: The lifetime of a certain type...Ch. 6.1 - 70. Tree heights: Cherry trees in a certain...Ch. 6.1 - 71. Tire lifetimes: The lifetime of a certain type...Ch. 6.1 - Prob. 72ECh. 6.1 - Prob. 73ECh. 6.1 - Prob. 74ECh. 6.1 - Prob. 75ECh. 6.1 - 76. How much do you study? A survey among freshmen...Ch. 6.1 - Prob. 77ECh. 6.1 - Prob. 78ECh. 6.1 - Prob. 79ECh. 6.1 - Prob. 80ECh. 6.1 - Prob. 81ECh. 6.1 - Prob. 82ECh. 6.1 - Prob. 83ECh. 6.1 - Prob. 84ECh. 6.2 - A population has mean μ = 6.9 and standard...Ch. 6.2 - A population has mean μ = 17 and standard...Ch. 6.2 - A population has mean μ = 10 and standard...Ch. 6.2 - A population has mean μ = 47.5 and standard...Ch. 6.2 - Prob. 5ECh. 6.2 - In Exercises 5 and 6, fill in each blank with the...Ch. 6.2 - Prob. 7ECh. 6.2 - Prob. 8ECh. 6.2 - Prob. 9ECh. 6.2 - 10. A sample of size 126 will be drawn from a...Ch. 6.2 - Prob. 11ECh. 6.2 - 12. A sample of size 284 will be drawn from a...Ch. 6.2 - Prob. 13ECh. 6.2 - Prob. 14ECh. 6.2 - A sample of size 20 will be drawn from a...Ch. 6.2 - Prob. 16ECh. 6.2 - Prob. 17ECh. 6.2 - Prob. 18ECh. 6.2 - Prob. 19ECh. 6.2 - Prob. 20ECh. 6.2 - Prob. 21ECh. 6.2 - 22. Watch your cholesterol: The National Health...Ch. 6.2 - Prob. 23ECh. 6.2 - Prob. 24ECh. 6.2 - 25. Taxes: The Internal Revenue Service reports...Ch. 6.2 - Prob. 26ECh. 6.2 - Prob. 27ECh. 6.2 - 28. Elevator ride: Engineers are designing a large...Ch. 6.2 - Annual income: The mean annual income for people...Ch. 6.2 - Prob. 30ECh. 6.2 - Eat your cereal: A cereal manufacturer claims that...Ch. 6.2 - Battery life: A battery manufacturer claims that...Ch. 6.2 - Prob. 33ECh. 6.3 - Find μ p ^ and σ p ^ if n = 20 and p = 0.82.Ch. 6.3 - Prob. 2CYUCh. 6.3 - Prob. 3CYUCh. 6.3 - For a certain type of computer chip, the...Ch. 6.3 - Prob. 5ECh. 6.3 - In Exercises 5 and 6, fill in each blank with the...Ch. 6.3 - Prob. 7ECh. 6.3 - Prob. 8ECh. 6.3 - Prob. 9ECh. 6.3 - In Exercises 9–14, n is the sample size, p is the...Ch. 6.3 - Prob. 11ECh. 6.3 - In Exercises 9–14, n is the sample size, p is the...Ch. 6.3 - Prob. 13ECh. 6.3 - Prob. 14ECh. 6.3 - Coffee: The National Coffee Association reported...Ch. 6.3 - Smartphones: A Pew Research report indicated that...Ch. 6.3 - Student loans: The Institute for College Access...Ch. 6.3 - High school graduates: The National Center for...Ch. 6.3 - Prob. 19ECh. 6.3 - Working two jobs: The Bureau of Labor Statistics...Ch. 6.3 - Future scientists: Education professionals refer...Ch. 6.3 - Blood pressure: High blood pressure has been...Ch. 6.3 - Prob. 23ECh. 6.3 - Prob. 24ECh. 6.3 - Kidney transplants: The Health Resources and...Ch. 6.3 - How’s your new car? The General Social Survey...Ch. 6.3 - Flawless tiles: A new process has been designed to...Ch. 6.4 - Prob. 1CYUCh. 6.4 - Prob. 2CYUCh. 6.4 - Prob. 3CYUCh. 6.4 - Prob. 4CYUCh. 6.4 - Prob. 5ECh. 6.4 - Prob. 6ECh. 6.4 - Prob. 7ECh. 6.4 - Prob. 8ECh. 6.4 - In Exercises 9–14, n is the sample size, p is the...Ch. 6.4 - Prob. 10ECh. 6.4 - In Exercises 9–14, n is the sample size, p is the...Ch. 6.4 - Prob. 12ECh. 6.4 - Prob. 13ECh. 6.4 - Prob. 14ECh. 6.4 - Prob. 15ECh. 6.4 - Prob. 16ECh. 6.4 - Prob. 17ECh. 6.4 - Stress at work: In a poll conducted by the General...Ch. 6.4 - What’s your opinion? A pollster will interview a...Ch. 6.4 - Prob. 20ECh. 6.4 - The car is in the shop: Among automobiles of a...Ch. 6.4 - Prob. 22ECh. 6.4 - Getting bumped: Airlines often sell more tickets...Ch. 6.4 - Prob. 24ECh. 6.4 - Probability of a single number: A fair coin is...Ch. 6.5 - Prob. 1CYUCh. 6.5 - Prob. 2CYUCh. 6.5 - Prob. 3CYUCh. 6.5 - Prob. 4CYUCh. 6.5 - Prob. 5CYUCh. 6.5 - Prob. 6CYUCh. 6.5 - Prob. 7ECh. 6.5 - Prob. 8ECh. 6.5 - Prob. 9ECh. 6.5 - Prob. 10ECh. 6.5 - Prob. 11ECh. 6.5 - Prob. 12ECh. 6.5 - Prob. 13ECh. 6.5 - Prob. 14ECh. 6.5 - Prob. 15ECh. 6.5 - Prob. 16ECh. 6.5 - Prob. 17ECh. 6.5 - Prob. 18ECh. 6.5 - Prob. 19ECh. 6.5 - Prob. 20ECh. 6.5 - Prob. 21ECh. 6.5 - Prob. 22ECh. 6.5 - Defective items: The number of defective items...Ch. 6.5 - Prob. 24ECh. 6.5 - Prob. 25ECh. 6.5 - Prob. 26ECh. 6.5 - Prob. 27ECh. 6.5 - Prob. 28ECh. 6.5 - Prob. 29ECh. 6.5 - Prob. 30ECh. 6.5 - Prob. 31ECh. 6.5 - Prob. 32ECh. 6 - Following is a probability density curse for a...Ch. 6 - Prob. 2CQCh. 6 - Prob. 3CQCh. 6 - Find the z-scores that bound the middle 80% of the...Ch. 6 - Find z0.15.Ch. 6 - Prob. 6CQCh. 6 - Prob. 7CQCh. 6 - Prob. 8CQCh. 6 - Prob. 9CQCh. 6 - Prob. 10CQCh. 6 - Prob. 11CQCh. 6 - Prob. 12CQCh. 6 - Prob. 13CQCh. 6 - Prob. 14CQCh. 6 - Prob. 15CQCh. 6 - Prob. 1RECh. 6 - Prob. 2RECh. 6 - Your battery is dead: The lifetimes of a certain...Ch. 6 - Take your medicine: Medication used to treat a...Ch. 6 - Lightbulbs: The lifetime of lightbulbs has a mean...Ch. 6 - More lightbulbs: Someone claims to have developed...Ch. 6 - Prob. 7RECh. 6 - Safe delivery: A certain delivery truck can safely...Ch. 6 - Elementary school: In a certain elementary school,...Ch. 6 - Face book: Eighty percent of the students at a...Ch. 6 - It’s all politics: A politician in a close...Ch. 6 - Side effects: A new medical procedure produces...Ch. 6 - Prob. 13RECh. 6 - Prob. 14RECh. 6 - Prob. 15RECh. 6 - Prob. 1WAICh. 6 - Prob. 2WAICh. 6 - Prob. 3WAICh. 6 - Prob. 4WAICh. 6 - Prob. 5WAICh. 6 - Prob. 6WAICh. 6 - Prob. 7WAICh. 6 - Prob. 1CSCh. 6 - Prob. 2CSCh. 6 - Prob. 3CSCh. 6 - Prob. 4CSCh. 6 - Prob. 5CSCh. 6 - Prob. 6CSCh. 6 - Prob. 7CSCh. 6 - Prob. 8CS
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