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20
Subject
Statistics
Date
May 6, 2024
Type
Pages
7
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4/25/24, 12
:
00 AM
lab07
Page 1 of 7
https://stat20.datahub.berkeley.edu/user/vidushidwivedi/rstudio/p/c6140e43/
Attaching package: 'dplyr'
The following objects are masked from 'package:stats':
filter, lag
The following objects are masked from 'package:base':
intersect, setdiff, setequal, union
cobalt (Version 4.5.4, Build Date: 2024-02-26)
Create a data frame based of the data you collected, listed in the order in
which it was collected, and print it out into your lab report. You can print
all rows your data frame using slice(my_df, 1
:
100). Consult the notes “A
Tool for Computing with Data” for a refresher of how to make a data
frame. Does the data frame differ at all from the one that you sketched
into your experimental protocol
?
If so, how
?
lab07
Vidushi Dwivedi
AUTHOR
library
(ggplot2)
library
(dplyr)
library
(infer)
library
(broom)
library
(cobalt)
Question 1
No changes were made to our experimental protocol.
Question 2
vidushi <- data.frame
(
trial_number = c
(
1
, 2
, 3
, 4
, 5
, 6
, 7
, 8
, 9
, 10
, 11
, 1
temperature = c
(
"hot"
, "cold"
, "roomtemp"
, "roomtemp"
4/25/24, 12
:
00 AM
lab07
Page 2 of 7
https://stat20.datahub.berkeley.edu/user/vidushidwivedi/rstudio/p/c6140e43/
trial_number temperature condition ranking refreshment_ranking
1 1 hot with a straw 2 FALSE
2 2 cold with a straw 8 TRUE
3 3 roomtemp with a straw 7 TRUE
4 4 roomtemp with a straw 8 TRUE
5 5 hot with a straw 3 FALSE
6 6 hot with a straw 2 FALSE
7 7 cold with a straw 9 TRUE
8 8 roomtemp with a straw 8 TRUE
9 9 cold with a straw 10 TRUE
10 10 cold without a straw 10 TRUE
11 11 cold without a straw 9 TRUE
12 12 roomtemp without a straw 7 TRUE
13 13 roomtemp without a straw 8 FALSE
14 14 hot without a straw 2 TRUE
15 15 hot without a straw 1 FALSE
16 16 roomtemp without a straw 8 TRUE
17 17 hot without a straw 1 TRUE
18 18 cold without a straw 9 condition = c
(
rep
(
"with a straw"
, 9
),
rep
(
"without a straw"
, 9
)),
ranking = c
(
2
, 8
, 7
, 8
, 3
, 2
, 9
, 8
, 10
, 10
, 9
, 7
, 8
, refreshment_ranking = c
(
FALSE
, TRUE
, TRUE
, TRUE
, FALS
)
vidushi
4/25/24, 12
:
00 AM
lab07
Page 3 of 7
https://stat20.datahub.berkeley.edu/user/vidushidwivedi/rstudio/p/c6140e43/
FALSE
Warning: The statistic is based on a difference or ratio; by default, for
difference-based statistics, the explanatory variable is subtracted in the
order "TRUE" - "FALSE", or divided in the order "TRUE" / Question 3
ggplot
(vidushi, aes
(
x = ranking,
fill = temperature)) +
geom_bar
()
Question 4
library
(infer)
set.seed
(
333
)
obs_stat <- vidushi |>
specify
(
explanatory = refreshment_ranking,
response = trial_number) |>
calculate
(
stat = "diff in means"
)
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Use the sample information below and thert-distribution to finda 95% confidence interval for the difference in population means
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State the value of t".
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- M ui/v2/assessment-player/index.html?launchld=3cb6995a-a464-4ce8-9952-7c527abd86ce#/question/2 -/1 E Question 3 of 14 View Policies Current Attempt in Progress A company has cost and revenue functions, in dollars, given by C(q) = 6000 + 8g and R(g) = 12g. (a) Find the cost and revenue if the company produces 500 units. Does the company make a profit? What about 5000 units? Enter the exact answers without comma separation of digits. The cost of producing 500 units is $ i The revenue if the company produces 500 units is $ i Thus, the company v a profit. The cost of producing 5000 units is $ The revenue if the company produces 5000 units is $i Thus, the company v a profit. eTextbook and Media (b) Find the break-even point. Enter the exact answer. The break-even point is i units. eTextbook and Media Which of tbe fellowina illust break even point aranbically? ssion_..docx 2 Discussion_-..docx - Discussion_...docx MacBook Proarrow_forward* 100% Mon 1:51 PM Uni Bb Pep E Exp O Mai U My *Ix. Que Har Cor CC 201 A My E Sel O Fac a Prir E Pee Am mb//evo/index.html?deploymentid=59965220544781978962 e780357131596&ld%3D894632737&snapshotid-1740686& AGE MINDTAP Q Search this course - Homework 7 (Chapter 14) - Part A O The American Association of Individual Investors (AAII) On-Line Discount Broker Survey polls members on their experiences with discount brokers. As part of the survey, members were asked to rate the quality of the speed of execution with their broker as well as provide an overall satisfaction rating for electronic trades. Possible responses (scores) were no opinion (0), unsatisfied (1), somewhat satisfied (2), satisfied (3), and very satisfied (4). For each broker summary scores were computed by calculating a weighted average of the scores provided by each respondent. A portion of the survey results follow (AAII website, February 7, 2012). Brokerage Speed Satisfaction Scottrade, Inc. 2.4 2.4 Charles Schwab 3.8 3.5…arrow_forwardFind a natural cubic spline interpolating the data (-1, 13), (0,7), (1,9)arrow_forward
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- the link to the data is given below. please help asap i will upvote!! https://drive.google.com/file/d/1ervh7Ki2Nd-Ly1SjtXyCm82i40M6sE5z/view?usp=sharingarrow_forwardGr 8 Sci Bench 1 GradeCam Rutherford TN 2021-: AHMAD, ASHNA DO 4 of 35 1 A student performs an activity to study how humans see colors. The student ta objects and records how the objects appear with and without the blue filter. blue filter no filter Without Blue With Blue Filter Filter blue blue black red Which statement correctly explains the results from the activity? O Blue objects reflect all colors. O Black objects reflect the color blue. O Red objects absorb the color blue. O Black objects absorb all colors, Type here to searcharrow_forwardA Digital Notebo x O Math Joumal Side Show OS X O Post Altende + → c O OSA SM1_Mathematics_7_TST (1) b plus.allinlearning.com/porta/assessments/routeassignment/5eBb38a9-5fde-11e B. Mitch bought four cookb poks and one novel for a total of $68.75. Eadch cookbook cost the same price The novel cost $7 dollars less than a cookbook. How much did each cookbɔok cost? A $12.35 B. $15.44 C. $15.15 D. $18.94 Us O 9 0 9:29arrow_forward
- How can we classify experimental designs? Explain one in eachcategory.arrow_forwardHow do we classify the tables?Is there any rule,I awlays have trouble decideing whether it should be filled with b or c.arrow_forwardWhich of the following Python lines will import data from a CSV file called "unemployment" into a Python dataframe called "unemployment”? Select all that apply. Question 5 options: F import pandas unemployment = pandas.read_csv('unemployment.csv') import numpy unemployment = numpy.read_csv('unemployment.csv') import pandas as pd unemployment = pd.read csv('unemployment.csv)arrow_forward
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