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Project 1 | Group 76
Joey Liu, Noemi Loera, Dale Kim
2023-10-15
library
(AER)
## Loading required package: car
## Loading required package: carData
## Loading required package: lmtest
## Loading required package: zoo
##
## Attaching package: ’zoo’
## The following objects are masked from ’package:base’:
##
##
as.Date, as.Date.numeric
## Loading required package: sandwich
## Loading required package: survival
data
(
"MurderRates"
)
summary
(MurderRates
$
income)
##
Min. 1st Qu.
Median
Mean 3rd Qu.
Max.
##
0.760
1.550
1.830
1.781
2.070
2.390
library
(lmtest)
library
(leaps)
library
(HH)
## Loading required package: lattice
## Loading required package: grid
## Loading required package: latticeExtra
1
## Loading required package: multcomp
## Loading required package: mvtnorm
## Loading required package: TH.data
## Loading required package: MASS
##
## Attaching package: ’TH.data’
## The following object is masked from ’package:MASS’:
##
##
geyser
## Loading required package: gridExtra
##
## Attaching package: ’HH’
## The following objects are masked from ’package:car’:
##
##
logit, vif
summary
(MurderRates
$
income)
##
Min. 1st Qu.
Median
Mean 3rd Qu.
Max.
##
0.760
1.550
1.830
1.781
2.070
2.390
hist
(MurderRates
$
income,
main =
"Income Histogram"
)
2
Income Histogram
MurderRates$income
Frequency
1.0
1.5
2.0
0
2
4
6
8
10
boxplot
(MurderRates
$
income)
3
1.0
1.5
2.0
5
regsub
<-
regsubsets
(rate
~
.,
method =
"exhaustive"
,
nbest =
2
,
data =
MurderRates)
summaryHH
(regsub)
##
model p
rsq rss adjr2
cp
bic stderr
## 1
s 2 0.588 353 0.578 18.40 -31.4
2.90
## 2
n 2 0.560 377 0.550 22.27 -28.6
2.99
## 3
n-s 3 0.675 278 0.659
8.01 -38.1
2.61
## 4
t-n 3 0.641 308 0.623 12.88 -33.7
2.74
## 5
t-n-s 4 0.705 253 0.683
5.81 -38.6
2.51
## 6
c-n-s 4 0.698 259 0.675
6.84 -37.5
2.54
## 7
c-t-n-s 5 0.729 232 0.701
4.43 -38.5
2.44
## 8
t-i-n-s 5 0.711 247 0.682
6.89 -35.8
2.52
## 9
c-t-i-n-s 6 0.736 226 0.701
5.38 -35.9
2.44
## 10
c-e-t-n-s 6 0.730 231 0.695
6.25 -34.9
2.47
## 11
c-t-i-l-n-s 7 0.744 219 0.703
6.22 -33.5
2.43
## 12
c-e-t-i-n-s 7 0.740 223 0.697
6.88 -32.7
2.46
## 13 c-e-t-i-l-n-s 8 0.746 218 0.696
8.00 -30.0
2.46
##
## Model variables with abbreviations
##
model
## s
southernyes
## n
noncauc
## n-s
noncauc-southernyes
## t-n
time-noncauc
4
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The table below shows the number of endangered and threatened animal species in the United States as of November,30,1998.
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Explain in words why there are 9 square feet in 1 square yard and 27 cubic feet in 1 cubic yard. Then describe generally how to find conversion factors involving squares or cubes
Why are there 9 square feet in 1 square yard?
O A. Asquare floor with area of 9 square feet fits exactly 9 square tiles whose area is 1 square yard.
O B. Asquare floor with area of 1 square yard fits exactly 9 square tiles whose length on each side is 9 feet.
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A plane flies 800,000 meters
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10 a.m.
At what time will the plane have
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Simplify.
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The LCM of x and x? is
Step 2
Multiply the numerator and denominator of the complex fraction by the LCM, and then simplify.
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Independent and Dependent Probability. For fraction, answers must be simplified, for
decimal round to the hundredth place, for percents round to the nearest whole
number.
1. Two seniors, one from each government class are randomly selected to travel to Washington,
D.C. Wes is in a class of 18 students and Maureen is in a class of 20 students. Find the
probability that both Wes and Maureen will be selected. Answer as simplified fraction.
alagn of 38
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write a literature review for academic research.
Following the topic: ARIMA model, LSTM model, Garch
model for stock market forecasting from the research
published in 2021. citiations and references in proper
with list of references used apa7 format.This means
date in citations should be 2021 with standard
references apa 7. include recommendation and
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Problem 4-09
Epsilon Airlines services predominately the eastern and southeastern United States. The vast majority of Epsilon's customers make reservations through Epsilon's website, but a small percentage
of customers make reservations via phone. Epsilon employs call-center personnel to handle these reservations along with any problems with the website reservation system and for the
rebooking of flights for customers if their plans change or their travel is disrupted. Staffing the call center appropriately is a challenge for Epsilon's management team. Having too many
employees on hand is a waste of money, but having too few results in very poor customer service and the potential loss of customers.
Epsilon analysts have estimated the minimum number of call-center employees needed by day of week for the upcoming vacation season (June, July, and the first two weeks of August). These
estimates are as follows:
Minimum Number of
Employees Needed
Day
Monday
75
Tuesday
50
Wednesday
45…
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Do what is requested in sections c and e (which are the only ones that are not answered)Note: Put all the procedure and argumentsNote2: 2 images are attached since the first one explains the problem and the second one asks for data.
Note3: I had already uploaded it before but the answers they uploaded are wrong :(
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The data file includes the text of three books of the Bible (Joshua, Jonah and Philippians) using the ESV translation. While these are all great books, our only interest for this project is how often each letter is used.
1) In the Word file containing the Biblical text, use the “Find” feature to identify how many times each letter occurs (i.e. the letter’s frequency). Create an Excel spreadsheet to display the number of occurrences of each letter in the English alphabet.
Using the find feature, here is the amount for each letter in alphabet
A
1810
B
323
C
442
D
1097
E
2845
F
609
G
416
H
1689
I
1381
J
134
K
143
L
935
M
586
N
1503
O
2237
P
379
Q
5
R
1362
S
1407
T
2235
U
703
V
257
W
513
X
17
Z
6
2) In the Excel spreadsheet, sum your frequencies to compute the total number of letters in the 3 books (this is n).
a) In your…
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The data file includes the text of three books of the Bible (Joshua, Jonah and Philippians) using the ESV translation. While these are all great books, our only interest for this project is how often each letter is used.
1) In the Word file containing the Biblical text, use the “Find” feature to identify how many times each letter occurs (i.e. the letter’s frequency). Create an Excel spreadsheet to display the number of occurrences of each letter in the English alphabet.
Here is the amount of occurences I found for each letter using the find feature
A=1810
B=323
C=442
D=1097
E=2845
F=609
G=416
H=1689
I=1381
J=134
K=143
L=935
M=586
N=1503
O=2237
P=379
Q=5
R=1362
S=1407
T=2235
U=703
V=257
W=513
X=17
Z=6
2) In the Excel spreadsheet, sum your frequencies to compute the total number of letters in the 3 books (this is n).
a) In your spreadsheet, use the formula to compute the sample proportion of each letter’s appearances relative to total number of letters (i.e. find the relative…
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You may need to use the appropriate technology to answer this question.
Suppose an institution categorizes colleges and universities on the basis of their research and degree-granting activities. Universities that grant doctoral degrees are placed into one of three classifications: moderate research activity, higher research activity, or highest research activity. The classifications for public and not-for-profit private doctoral degree-granting universities are summarized in the following table.
Type ofUniversity
Classification
ModerateResearchActivity
HigherResearchActivity
HighestResearchActivity
Public
28
71
96
Private
48
26
49
Test the hypothesis that the population proportions of public universities are equal in each classification category. Use a 0.05 level of significance. Find the value of the test statistic. (Round your answer to two decimal places.)
Find the p-value. (Round your answer to four decimal places.)
p-value =
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help please answer in text form with proper workings and explanation for each and every part and steps with concept and introduction no AI no copy paste remember answer must be in proper format with all working
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It has been suggested that daily production of a subassembly would be increased if better lighting were installed and background music and free coffee and doughnuts were provided during the day. Management agreed to try the scheme for a limited time. A listing of the number of subassemblies produced per week before and after the new work environment for each employee follows.
Employee
Past Production Record
Production after Installing, Lighting, Music, etc.
JD
23
33
SB
26
26
MD
24
30
RCF
17
25
MF
20
19
UHH
24
22
IB
30
29
WWJ
21
25
OP
25
22
CD
21
23
PA
16
17
RRT
20
15
AT
17
9
QQ
23
30
FIND:
State the decision rule and show your work:
Reject H0 if T ≤ :
Compute T and arrive at a decision (Show your work).
T =
____________
,
do not reject
H0.
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After participating in a track meet, athletes were given the option to drink a sports drink or water. The results showed that 85 athletes chose a sports drink, 62 athletes
chose water, and 14 athletes chose not to drink anything. Of those that chose water or a sports drink, 27 athletes choose to drink both.
Use the Venn diagram to help answer the question.
Sports Drink
Water
© 2020 StrongMind. Created using GeoGebra.
(?
How many athletes did not choose water?
72
99
58
85
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Consider the following zero-one matrix 0 1 1 representing a relation on the ordered set (a, b, c).
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The relation in the given matrix is not an equivalence relation.
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Question 2 of 8, Step 1 of 1
Correct
Find a formula for the linear function depicted in the following graph.
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