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STAT 200 Final Exam – 100+ Questions with Correct Answers | Probability, Hypothesis Testing, Regression, Sampling | Statistics | 2025/2026

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This document provides over 100 accurate and up-to-date multiple-choice and calculation-based questions with correct answers from the STAT 200 Final Exam, created for the 2025/2026 academic year at USA University. It is an essential resource for students enrolled in introductory and applied statistics courses, particularly within majors such as Business, Psychology, Sociology, Biology, Public Health, Education, and Data Science. The exam covers a broad range of statistical concepts and applications, including descriptive statistics, probability rules, sampling methods, data visualization (boxplots, histograms, scatterplots), and experimental design. Inferential statistics are thoroughly explored through confidence intervals, hypothesis testing (one- and two-tailed), p-values, significance levels, and types of error (Type I & II). Students are guided through interpreting results from t-tests, z-tests, Chi-Square tests, and linear regression models. Additional advanced topics include correlation vs. causation, randomization techniques, bootstrapping, random sampling, sampling distributions, standard error, and the assumptions required for statistical inference. Clear, concise answers support student learning, exam readiness, and critical thinking in both academic and real-world data analysis. This study guide is highly recommended for final exam preparation, homework review, and foundational understanding for further study in quantitative disciplines. Keywords: statistics final, probability, hypothesis test, z-test, t-test, confidence interval, standard error, p-value, regression, chi-square, sampling methods, type I error, type II error, correlation, boxplot, histogram, scatterplot, bootstrap distribution, random sampling, statistical inference

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Stat 200 Final (Chapters 6-12) 2025/2026
Exam Questions and Correct Answers |
New Update



what's wrong with the following statement?: "because the digits 0, 1, 2, .....

, 9 are the normal results from lottery drawings, such randomly selected

numbers have a normal distribution." - 🧠 ANSWER ✔✔since the probability

of each digit being selected is equal, lottery digits have a uniform

distribution, not a normal distribution.

a normal distribution is informally described as a probability distribution that

is "bell-shaped" when graphed. draw a rough sketch of a curve having the

bell shape that is characteristic of a normal distribution - 🧠 ANSWER

✔✔looks like a rollercoaster, incline at the bottom that goes into an upside-

down u-shape.

,what requirements are necessary for a normal probability distribution to be

a standard normal probability distribution? - 🧠 ANSWER ✔✔the mean and

standard deviation have the values of µ = 0 and σ = 1


what does the notation z subscript α indicate? - 🧠 ANSWER ✔✔the

expression z subscript α denotes the z score with an area of α to its right

the waiting time between a subway departure schedule and the arrival of a

passenger are uniformly distributed between 0 and 6 minutes. find the

probability that a randomly selected passenger has a waiting time greater

then 3.25 minutes - 🧠 ANSWER ✔✔0.458


the waiting time between a subway departure schedule and the arrival of a

passenger are uniformly distributed between 0 and 5 minutes. find the

probability that a randomly selected passenger has a waiting time less then

3.75 minutes - 🧠 ANSWER ✔✔0.75


find the area of the shaded region. the graph depicts the standard normal

distribution with mean 0 and standard deviation 1. z= 0.95 and the graph is

shaded to the left - 🧠 ANSWER ✔✔the area of the shaded region is 0.8289

,find the indicated z score. the graph depicts the standard normal

distribution with mean 0 and standard deviation 1. the area of the shaded

region, to the left, is 0.3015 - 🧠 ANSWER ✔✔the indicated z score is -0.52


find the indicated z score. the graph depicts the standard normal

distribution with mean 0 and standard deviation 1. the area of the shaded

region, to the right, is 0.8708 - 🧠 ANSWER ✔✔the indicated z score is -1.13


find the indicated z score. the graph depicts the standard normal

distribution with mean 0 and standard deviation 1. the area of the shaded

region, to the right, is 0.2061 - 🧠 ANSWER ✔✔the indicated z score is 0.82


assume that a randomly selected subject is given a bone density test.

those test scores are normally distributed with a mean of 0 and a standard

deviation of 1. find the probability that a given score is less that -1.81 and

draw a sketch of the region - 🧠 ANSWER ✔✔the probability is 0.0351. the

sketch is bell-shaped with the area to the left shaded at the -1.81 mark, to

show that it is less than -1.81

assume that a randomly selected subject is given a bone density test.

those test scores are normally distributed with a mean of 0 and a standard

deviation of 1. find the probability that a given score is less than 2.23 and



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, draw a sketch of the region - 🧠 ANSWER ✔✔the sketch is bell-shaped with

the area to the left shaded at the 2.23 mark, to show that it is less than 2.23

assume that a randomly selected subject is given a bone density test.

those test scores are normally distributed with a mean of 0 and a standard

deviation of 1. draw a graph and find the probability of a bone density test

score greater than -1.78. - 🧠 ANSWER ✔✔the sketch is bell-shaped with

the area to the right shaded at the -1.78 mark, to show that it is greater

than -1.78

assume that a randomly selected subject is given a bone density test.

those test scores are normally distributed with a mean of 0 and a standard

deviation of 1. draw a graph and find the probability of a bone density score

between -1.66 and 1.66. - 🧠 ANSWER ✔✔the sketch is bell-shaped with

the area between -1.66 and 1.66 shaded to show that it is between -1.66

and 1.66


find the indicated critical value of z subscript 0.07 - 🧠 ANSWER ✔✔1.48


about _______% of the area is between z=-1 and z=1 (or within 1 standard

deviation of the mean) - 🧠 ANSWER ✔✔68.27%

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