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ISYE6644 Midterm 1 Study Guide 2025: Simulation & Modeling Test Prep

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Prepare for your ISYE6644 Midterm 1 in 2025. Get a breakdown of key topics like probability review, random number generation, and input modeling for the Georgia Tech OMSCS course.

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age 1 of 87




ISYE6644 MIDTERM 1 ,2 & FINAL EXAM PREP

2025/2026 ACCURATE QUESTIONS WITH CORRECT

DETAILED ANSWERS || 100% GUARANTEED PASS

BRAND NEW VERSION

Why can't we use a z-test in place of a one-sample t-test?

.......Answer.........As we do not know the value of σ, estimating it

from s will introduce some error in the calculation. This will

change the shape of the sample distribution of the mean. It will

no longer be z distributed. Instead, it follows the t distribution.


Explain Longitudinal Study (Development Design)

.......Answer.........The same group of people is observed at

different points as they grow older

,age 2 of 87




What are the problems with longitudinal development designs?

.......Answer.........Expensive and time consuming, larger drop-out

(attrition) rate, stuck with questions designed years ago


Explain Cross-Sectional Study (Development Designs)

.......Answer.........People of different ages are studied at only

one point in time


The ______ test is used to compare a group mean to a

population norm. .......Answer.........One-Sample t-Test


As the degrees of freedom increase, the t-distribution becomes

slightly less squished. At infinite degrees of freedom, it is exactly

the same as the ______. .......Answer.........Normal Distribution


Why would you use a dependent sample t-test?

.......Answer.........When comparing people to themselves (e.g.,

,age 3 of 87




scores on a pre-test and a post-test), or comparing some other

matched pair (e.g., comparing brothers and sisters).


Why would you use an independent samples t-test?

.......Answer.........To see if the mean of two independent groups

are significantly different from each other.


List the assumptions made for Independent Sample t-tests.

.......Answer.........Independent Groups, Normality of Dependent

Variable, and Homogeneity of Variance.


Explain Independent Groups. .......Answer.........Participants in

each group must be different, a between-subject design.


If participants are in both groups (a within-subject design), what

t-test would you use? .......Answer.........Dependent Sample t-test

, age 4 of 87




Explain Homogeneity of Variance .......Answer.........The variance

of the two groups will be equal or approximately equal.


Explain Normality of Dependent Variable. .......Answer.........The

sample dependent variable should be normally distributed


______ is more conservative and is less likely to result in Type I

error. .......Answer.........Non-directional (Two-tailed) test


______ is more liberal and more likely to result in Type I error.

.......Answer.........Directional (One-tailed) test


Which test (one or two tailed) should you use (unless you have a

compelling reason to do otherwise)? .......Answer.........Non-

directional (two-tailed)


Correlation Coefficient of Effect Size varies from ______ to

______ and is not used very often. .......Answer.........0 to 1
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