ABCDEFGHIJKL
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jThe date of the typo fix is listed here,
if the fix has already been implemented.
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Date added to this spreadsheetCorrected in B&W Paperback?Corrected in Full Color physical books?Corrected in Free PDF?Corrected in GitHub Source?Page NumberMarkerOriginal TextRevised TextSeverity ScoreExplanationThank you
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2022-05-012022-05-012022-05-01NANAMostPage numbers were not being shown for the version date stamped with April 12th, 2022 on the copyright page. A very small number of B&W books stamped with an update date of 2024-12-30 may also not have page numbers (fix implemented before 2025-01-01).If you were impacted by this, please reach out to us at "admin [at] openintro.org" and include a photo of the full first page of the Preface.10FormattingOpenIntro Staff
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2021-04-032022-04-122022-04-122022-04-122021-04-2911Exercise 1.1(d)"However this is not""However, this is not"1GrammaticalOpenIntro Staff
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2019-05-04NANA2019-05-042019-05-0411Exercise 1.2(d)What is one other possible explanation for the observed difference between the percentages of patients that are pain free 24 hours after receiving acupuncture in the two groups?Your findings so far might suggest a real difference in effectiveness of antibiotic and placebo treatments for improving symptoms of sinusitis. However, this is not the only possible conclusion that can be drawn based on your findings so far. What is one other possible explanation for the observed difference between the percentages of patients in the antibiotic and placebo treatment groups that experience improvement in symptoms of sinusitis?4ClarificationIvaliy Ivanov
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2024-12-272024-12-302024-12-302024-12-302024-12-2712Section 1.2.1, second paragraph, last sentenceRefers to an incorrect set of data.Fixed to refer to the correct first row of the data. See the typo referring to Figure 1.3 for more details.3TypoNick Alvarez, Tyler Pepper
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2021-08-022024-12-302023-05-272024-12-302022-10-2112Figure 1.3The 4 sample cases shown.The cases shown are a reordering of the loan50 data set, which causes downstream issues with numbers not matching up (e.g. in constructing the mean on page 43). The correct cases should be shown in Figure 1.3 (unless we later remember a reason why we thought showing those 4 particular cases was instructive, in which case calculations will be updated in other parts of the book).3TypoElizabeth Lifschitz
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2021-07-202022-04-122022-04-122022-04-122022-04-1212Figure 1.4, definition of "grade"which takes a valueswhich takes values1GrammaticalSteven Malan
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2024-12-272024-12-302024-12-302024-12-302024-12-2712Footnote 4Suggests the grade is AThe grade is actually B. Relates to the Figure 1.3 typo entry above.2TypoNick Alvarez, Tyler Pepper
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2021-11-222024-12-302024-12-302024-12-302024-12-2715End of Guided Practice 1.6Last sentence ends in a question mark.It should end in a period.2GrammaticalIrvin
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2021-07-202022-04-122022-04-122022-04-122020-06-2415Footnote 7There group varaibleThe group variable1GrammaticalIrvin, Patti
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2019-08-102019-08-112019-08-112019-08-102019-08-1016Second paragraphAdditionally, graphs can be used to visually exploring the data.Additionally, graphs can be used to visually explore data.1GrammaticalDavid Grilli
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2019-10-202019-11-132019-11-132019-11-122019-11-1219Exercise 1.4randomnlyrandomly1GrammaticalGabriel Chan
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2019-08-102019-08-112019-08-112019-08-102019-08-1019Exercise 1.5Additional description is in part (c).Moving this above part (a) into the main body of the exercise.8ClarificationDavid Grilli
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2019-07-112019-07-132019-07-132019-07-202019-07-1121Exercise 1.12shows voting patterns the United Statesshows voting patterns in the United States1GrammaticalWendy Pond
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2022-09-202024-12-302024-12-302024-12-302024-12-2721Exercise 1.12 figureThe vertical axis is labeled as "% Yes" but lists proportions.The axis label should list percentages (0% to 100%).2ClarificationOpenIntro Staff
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2020-05-16NoNoNoNo29-30Exercises 1.17 - 1.18The term "parameter" and "statistic" have been included but without clarification in the text.We aren't making updates quite yet, because the question may still be interpretable with the in-exercise explanation, but a future update might be made and we wanted to list this as a high severity typo because it might mean some teachers would prefer to skip on these two exercises.8TypoAndrew Bulawa
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2019-07-112019-07-132019-07-132019-07-202019-07-1130Exercise 1.18"cat videos.Determine" (missing space)"cat videos. Determine" (space added after period)1GrammaticalWendy Pond
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2020-05-28NoNoNoNo35Exercise 1.31(a)Question and solution are mismatched.Likely will adjust the question. Will update further here when the change is made. We are listing this as a high-severity typo because this exercise might confuse students.8TypoScott S
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2019-07-212019-08-112019-08-112019-08-102019-08-1037Exercise 1.39(b)3 years later, however, only3 years later. However, only1GrammaticalOpenIntro Staff
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2019-06-292019-07-132019-07-132019-07-202019-06-2941Second paragraphsee pages 1.3 and 1.5see Figures 1.3 and 1.53TypoBradley Lubich
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2019-08-102019-08-112019-08-112019-08-102019-08-1044Example 2.7A trial of 1000 adults is set up,A trial of 1500 adults is set up,3TypoAndrea Casagranda
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2019-05-152019-05-152019-05-152019-05-152019-05-1545Footnote 5Other ways to describe data that skewed to the right: Other ways to describe data that are right skewed: 1GrammaticalGyorgy
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2021-08-02NoNoNoNo49Section 2.1.1. titleScatterplots for paired dataWe may update the title in a future edition to remove "paired data" reference, since could be confusing with the discussion of paired data later. (Technically this is also paired data, but probably not the form we hope people will think of.)2ClarificationElizabeth Lifschitz
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2019-05-152019-05-152019-05-152019-05-152019-05-1551Footnote 13The second and third lines of the footnote were pushed to the bottom of the next page.Reformatted so the footnote stays entirely on this page.3FormattingGyorgy
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2021-04-032022-04-122022-04-122022-04-122021-04-2960Exercise 2.19(b)"below""above"2TypoVy Hong,
Morgan Johnson
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2022-09-202024-12-302024-12-302024-12-302024-12-2760Exercise 2.20, first figureHorizontal axis label "Hispanic %"Horizontal axis label "Percent Hispanic", with a similar update of using log_10(Proportion Hispanic) for the second histogram. Also add "%" on the numeric labels of the first plot.1ClarificationOpenIntro Staff
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2019-08-102019-08-112019-08-112019-08-102019-08-1062Second paragraphor who own their home (85.1%)or who own their home (86.5%)4TypoWendy Pond
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2021-04-252022-04-122022-04-122022-04-122021-04-2965Example 2.27 solution, 2nd paragraphin of the six different groupin the six different group1GrammaticalJenna Montgomery
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2019-06-302019-07-132019-07-132019-07-202019-06-3066First full paragraph, first sentenceIn Figure 2.25, we chose to first split by homeowner status of the borrower.In Figure 2.24, we chose to first split by homeowner status of the borrower.3TypoBradley Lubich
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2022-04-162024-12-302023-05-272024-12-302022-10-2171Section 2.3.1 first paragraphMalaria is referred to as a virus here, but it is in fact a parasiteUpdate "virus" to "parasite"3TypoSeshu Rao
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2021-05-022022-04-122022-04-122022-04-122022-04-1271Section 2.3.1 first paragraph14 patients received an experimental vaccine or 6 patients received a placebo vaccine14 patients received an experimental vaccine and 6 patients received a placebo vaccine2GrammaticalSteven Malan,
Elijah Isilva
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2019-10-202019-11-132019-11-132019-11-122019-11-1272Last paragraph before Section 2.3.2and conclude there was discrimination.and conclude the vaccine was effective.3TypoHarry Zhu
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2021-04-032022-04-122022-04-122022-04-122021-04-2975Exercise 2.25(d)(ii)"part (b)""part (c)"5Typo
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2024-12-272024-12-302024-12-302024-12-302024-12-2778Figure 2.28 captionlossno gain1ClarificationChristine Heinicke
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2022-09-222024-12-302023-05-272024-12-302022-10-2178Exercise 2.34The units of the numbers are not ever provided.The units are in hours.2ClarificationOpenIntro Staff
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2019-08-102019-08-112019-08-112019-08-102019-08-1095First paragraph of 3.2.1from photo sharing website.from a photo sharing website.1GrammaticalOpenIntro Staff
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2019-08-102019-08-112019-08-112019-08-102019-08-1095First paragraph of 3.2.1and these 659 photos represent a test for their classifier.and these 1822 photos represent a test for their classifier.3TypoCalli Holaway
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2019-05-152019-05-152019-05-152019-05-152019-05-1595Figure 3.11Label "pred_not" should be "mach_learn" and "not" should be "pred_not"5TypoGyorgy
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2019-05-152019-05-152019-05-152019-05-152019-05-1598Second line of the first equationDemoninator says "# cases where truth is fashion"It should say "# cases where mach_learn is pred_fashion"8TypoGyorgy
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2019-08-102019-08-112019-08-112019-08-102019-08-1098Guided Practice 3.29 solutionP(truth is not) = 0.1696P(truth is fashion) = 0.16966TypoCalli Holaway
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2022-03-062022-04-122022-04-122022-04-122022-04-12111Exercise 3.18For simplicity, we only include heterosexual relationships in this exercise.This sentence is a microaggression and has been dropped. We may make further updates to this exercise in the future.5ClarificationLeanne Merrill
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2022-09-242024-12-302024-12-302024-12-302024-12-27128Exercise 3.37 figureVertical axis tick marks are positioned at 5, 15, 25, and 35.The graph would be easier to read with tick marks at 0, 10, 20, and 30.1FormattingOpenIntro Staff
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2019-10-202019-11-132019-11-132019-11-122019-11-12136First paragraph and figure captionFor instance, how many people have an SAT score below Ann’s score of 1300? This is the same as Ann’s percentile, which is the fraction of cases that have lower scores than Ann. We can visualize such a tail area like the curve and shading shown in Figure 4.6.For instance, what fraction of people have an SAT score below Ann's score of 1300? This is the same as the percentile Ann is at, which is the percentage of cases that have lower scores than Ann. We can visualize such a tail area like the curve and shading shown in Figure 4.6.6TypoEarvin Balderama
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2019-10-202019-11-132019-11-132019-11-122019-11-12136Figure 4.6 captionThe area to the left of Z represents the percentile of the observation.The area to the left of Z represents the fraction of people who scored lower than Ann.4TypoEarvin Balderama
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2021-04-252022-04-122022-04-122022-04-122021-04-29137Example 4.7 solutionwe can area leftwe can find the area left2GrammaticalJenna Montgomery
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2020-05-162022-04-122022-04-122022-04-122021-04-29139First paragraphpercentile (or upper tail)percentile (lower tail) or the upper tail3GrammaticalPoompat Saengudomlert
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2021-08-292022-04-122022-04-122022-04-122022-04-12139Footnote 111.65 --> 14301.6449 --> 14292TypoOpenIntro Staff
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2021-07-202022-04-122022-04-122022-04-122022-04-121434.7(b)days with lowest average high temperaturedays with lowest high temperature4TypoYasushi Yoshida
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2019-05-072019-05-152019-05-152019-05-072019-05-071442nd paragraph of 4.2.1Because 80% of the individuals will not hit their deductible,Because 70% of the individuals will not hit their deductible,4TypoJack Yang
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2019-08-102019-08-112019-08-112019-08-102019-08-101442nd paragraph of 4.2.10.3 in for the insurance example0.3 in the insurance example1GrammaticalCalli Holaway
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2021-07-202022-04-122022-04-122022-04-122022-04-12145Example 4.22P(second person is the first to hit deductible)
= P(the first won't, the second will)
P(second person is the first to not hit deductible)
= P(the first will, the second won't)
4TypoBudi Wibowo
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2021-04-292022-04-122022-04-122022-04-122021-04-29149Guided Practice 4.29 questionBrittany is the only one exceedBrittany is the only one to exceed1GrammaticalJenna Montgomery
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2021-07-202022-04-122022-04-122022-04-122022-04-12151Example 4.30who does not exceed the deductiblewho does not exceed the deductible)
(add closing parenthesis)
2GrammaticalYasushi Yoshida
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2019-08-102019-08-112019-08-112019-08-102019-08-10151Example 4.30The "choose" part of the formula is written incorrectly at one part of the equation:
8! / (5! (5 - 3)!)
It should be:
8! / (5! (8 - 5)!)
(the other parts of the calculations were done with the correct values)
4TypoJakob Walter
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2019-05-152019-05-152019-05-152019-05-152019-05-15149Example 4.28What is the chance exactly one of them will exceed the deductible and the other four will not?What is the chance exactly one of them will exceed the deductible and the other three will not?4TypoGyorgy
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2020-03-312022-04-122022-04-122022-04-122021-04-29156Exercise 4.18Title: "Chicken pox, Part I."Title: "Chickenpox, Part I."1GrammaticalMicheal Pepper, Dahmian Owen
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2020-03-022022-04-122022-04-122022-04-122021-04-29156Exercise 4.18While the statistic is innocuous and accurate, the source referenced is an anti-vaxxer website.Reference this hospital page.4ClarificationRené F. Najera
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2019-07-212019-08-112019-08-112019-08-102019-08-10165Exercise 4.31(a)Which distribution we have studiedWhich distribution have we studied that1GrammaticalOpenIntro Staff
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2019-07-212019-08-112019-08-112019-08-102019-08-10165Exercise 4.31(d)during this time of day?during this time of day.1GrammaticalOpenIntro Staff
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2019-06-082019-06-082019-06-082019-06-082019-06-08166Exercise 4.40(The material covered in Section 3.2 would be useful for this question.)(The material covered in Section 3.2 on conditional probability would be useful for this question.)2ClarificationJoseph Herning
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2021-06-01NoNoNoNo170First paragraph of 5.1.1Suppose a poll suggested the US President’s approval rating is 45%. We would consider 45% to be a point estimate of the approval rating we might see if we collected responses from the entire population.[This could be worded better. We'll revisit this when updating for the 5th Edition.]2ClarificationJenna Montgomery
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2019-08-112019-08-132019-08-132019-08-122019-08-12170First paragraph of 5.1.2actual support expanding solar energy to be 0.88.actual support for expanding solar energy is 0.88.1GrammaticalOpenIntro Staff
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2022-10-302024-12-302023-05-272024-12-302022-10-30171Figure 5.1 descriptionLink to openintro.org/stat/labsLink is being updated to point to openintro.org/book/os (to align with a website overhaul that launched at the start of 2020).3Typo`cookiemonster` user on openintro.org in the Forums
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2019-06-292019-07-132019-07-132019-06-292019-06-29173Example 5.4References for \mu_{\hat{p}} = 0.887 as well as the figure reflecting this.These should be updated to a center of 0.88.6TypoBradley Lubich
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2021-07-112022-04-122022-04-122022-04-122022-04-12173Footnote 4multiplemultiply2GrammaticalSteve Balzer
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2022-11-122024-12-302024-12-302024-12-302024-12-27174First paragraph of 5.1.4was based on a Pew Research conducted a poll of 1000 American adultswas based on a poll conducted by Pew Research of 1000 American adults1GrammaticalParijat Choudhury
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2019-06-292019-07-132019-07-132019-06-292019-06-29174Last sentence of first paragraph of Section 5.1.4We can the conditions fromWe can check the conditions from2GrammaticalBradley Lubich
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2021-07-112022-04-122022-04-122022-04-122022-04-12178Last paragraph of 5.1.5will always be take discretewill always take discrete1GrammaticalSteve Balzer
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2021-07-112022-04-122022-04-122022-04-122022-04-12178Section 5.1.6 first paragraphand use then computeand then compute1GrammaticalSteve Balzer
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2021-07-112022-04-122022-04-122022-04-122022-04-12178Section 5.1.6 second paragraphemphasesemphasizes1GrammaticalSteve Balzer
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2020-03-212022-04-122022-04-122022-04-122021-04-29179Exercise 5.3(d)name of the statistic can we use toname of the statistic we use to1GrammaticalOpenIntro Staff
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2019-08-122019-08-132019-08-132019-08-122019-08-12181Section titleConfidence intervals for a sample proportionConfidence intervals for a proportion7TypoOpenIntro Staff
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2021-08-292022-04-122022-04-122022-04-122022-04-12184Example 5.10Uses z^\star of 1.65Using 1.6449 instead. The upper limit also changes to 90.3%.2TypoOpenIntro Staff
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2021-08-29NoNoNoNo186Guided Practice 5.15It is not explicit in this Guided Practice exercise that the surveyed people are from a simple random sample.While the survey mentioned does indicate it is the same as an earlier survey (where it was noted to be a simple random sample), we might update this at some point to further clarify this consideration.2ClarificationElizabeth Lifschitz
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2019-10-202019-11-132019-11-132019-11-122019-11-121875.10(a)This question discusses hypothesis testing concepts, which aren't covered until the next section.Adding a note: "This part uses concepts from Section 5.3 and will be corrected in a future edition."7TypoBenjamin Cooper Boniece
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2019-11-122019-11-132019-11-132019-11-122019-11-121885.11(f)Context is for means, but we haven't discussed SE or ME for means.Adding a note: "Hint: the margin of error for a mean scales in the same way with sample size as the margin of error for a proportion."7TypoAndrew Bulawa
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2019-08-112019-08-132019-08-132019-08-122019-08-12189First sentence of 5.3.1We’re interested in understanding whether people know much aboutWe’re interested in understanding how much people know about1GrammaticalOpenIntro Staff
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2019-06-302019-07-132019-07-132019-07-202019-06-30191Second paragraph, last sentencedoes the data provide strong evidence that the proportion of college-educated adults is different than 33.3%?does the data provide strong evidence that the proportion of all college-educated adults who would answer this question correctly is different than 33.3%?4TypoBradley Lubich
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2020-05-162022-04-122022-04-122022-04-122021-04-29196Example 5.31 solution, item 1we just happened to get observe something so extreme thatwe just happened to observe something so extreme that it1GrammaticalTascha Shahriari-Parsa
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2019-08-102019-08-112019-08-112019-08-102019-08-10197Example 5.33Z test statistic was calculated as 3.75Z test statistic should be 3.85, making the one-tail area about 0.0001, not 0.0002 (and then making the p-value about 0.0002)3TypoBudi Wibowo
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2021-08-292022-04-122022-04-122022-04-122022-04-12203Exercise 5.21Does not mention this is a random sample.Mention it is a random sample.3ClarificationElizabeth Lifschitz
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2021-08-292022-04-122022-04-122022-04-122022-04-12205Exercise 5.37(b)Does not mention this is a random sample.Mention it is a random sample.3ClarificationElizabeth Lifschitz
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2019-08-102019-08-112019-08-112019-08-102019-08-10210Guided Practice 6.5Is it reasonable to model p-hat = 0.51 for a hypothesis test here?Is it reasonable to model p-hat using a normal distribution for a hypothesis test here?3ClarificationBradley Lubich
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2019-07-062019-07-132019-07-132019-07-202019-07-11213Guided Practice 6.10, last sentencehow big should our monthly sample be for a margin of error of 0.04 with 95% confidence?how big should our monthly sample be for a margin of error of 0.05 with 95% confidence?4TypoJack Yang
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2021-08-292022-04-122022-04-122022-04-122022-04-12213Footnote 4Uses z^\star of 1.65Using z^\star of 1.6449, the value of n should be at least 452.2, so a sample size of 453 will be sufficient. Using 1.6449, the p = 0.062 and p = 0.013 scenarios have minimum sample sizes of 1574 and 348, respectively.3TypoElizabeth Lifschitz
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2019-05-152019-05-152019-05-152019-05-152019-05-15217First paragraphthesingle-proportionthe single-proportion1GrammaticalJack Yang
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2021-08-292022-04-122022-04-122022-04-122022-04-12218Example 6.12Uses z^\star of 1.65Use z^\star of 1.6449. Using 1.6449, the interval should be -2.6% to 28.6%.2TypoOpenIntro Staff
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2021-07-202022-04-122022-04-122022-04-122022-04-12221First bullet near the bottomWe do not accept the null hypothesisWe do not reject the null hypothesis7TypoNeely Atkinson,
Naoto Kunitomo
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2021-07-202022-04-122022-04-122022-04-122022-04-12225Exercise 6.19determine if the following statements are true or falsedetermine if the following statements about undergraduate college students are true or false2ClarificationBudi Wibowo
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2020-05-16NoNoNoNo238Guided Practice 6.35 and laterThroughout we use df = 6. However, it was pointed out that we are also estimating p from the data, so this isn't quite right.DF is closer to (exactly equal to?) 5. That said, this is hitting a nuance that is tricky and can be ignored for the purposes of intro stat (rarely comes up). We may add a footnote in the future, or swap out the example in a future edition.6StatisticalNeely Atkinson
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2023-07-01NoNoNoNo239Exercise 6.34(d)The wording "over others" could seem like a hint at greater complexity in this exercise for a careful reader (e.g. might think "others" here corresponds to the "Other" category, which it does not).No update for this edition, but we'll revisit wording in the 5th Edition to remove "others" from that sentence to avoid confusion.3Clarificationuser10
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2021-07-20NoNoNoNo2486.49(a)The 38% is not truly a perfectly precise estimate, but it is treated as such in the exercise.There isn't a fix here, just an FYI that it should be treated as fixed for this exercise. This will be revised in the next edition.5StatisticalBudi Wibowo
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2019-05-192019-06-082019-06-082019-06-082019-05-19250First sentenceChapters 5Chapter 51GrammaticalJack Yang
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2021-03-242022-04-122022-04-122022-04-122021-04-29252Example 7.1 solutionwhile there is a small gap in the histogram on the rightwhile there is a small gap in the left histogram between 5 and 63ClarificationAli R Kaya
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2019-08-102019-08-112019-08-112019-08-102019-08-10255Example 7.6with all observations are within 2.5 standard deviations of the mean.since all observations are within 2.5 standard deviations of the mean.1GrammaticalBradley Lubich
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2019-10-202019-11-132019-11-132019-11-122019-11-12257Last paragraphThen we findingThen we find1GrammaticalChi Hyun Lee
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2019-05-192019-06-082019-06-082019-06-082019-05-19258Example 7.16 solutionnull value (98.29)null value (93.29)4TypoJack Yang
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2019-06-082019-06-082019-06-082019-06-082019-06-08263Example 7.18 T formulaSE subscript x_diff should have a bar over the xAdd the bar!2TypoTom Jansen
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2021-07-202024-12-302024-12-302024-12-302024-12-27263Example 7.18 figure2.983.584TypoMitchum Bock