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  • A00-240: SAS Statistical Business Analysis SAS9: Regression and Model

SAS A00-240 Exam Questions

Exam Name: SAS Statistical Business Analysis SAS9: Regression and Model Exam
Exam Code: A00-240
Related Certification(s): SAS Certified Statistical Business Analyst Certification
Certification Provider: SAS
Actual Exam Duration: 120 Minutes
Number of A00-240 practice questions in our database: 99 (updated: Jul. 26, 2026)
Expected A00-240 Exam Topics, as suggested by SAS :
  • Topic 1: Identify the potential challenges when preparing input data for a model/ Detect and analyze interactions between factors
  • Topic 2: Model selection and validation using training and validation data/ Perform ANOVA post hoc test to evaluate treatment effect
  • Topic 3: Establish effective decision cut-off values for scoring/ Fit a multiple linear regression model using the REG and GLM procedures
  • Topic 4: Create and interpret graphs (ROC, lift, and gains charts) for model comparison and selection/ Use the REG or GLMSELECT procedure to perform model selection
  • Topic 5: Screen variables for irrelevance and non-linear association using the CORR procedure/ Perform logistic regression with the LOGISTIC procedure
  • Topic 6: Screen variables for non-linearity using empirical logit plots/ Score new data sets using the LOGISTIC and PLM procedures
  • Topic 7: Apply the principles of honest assessment to model performance measurement/ Optimize model performance through input selection
  • Topic 8: Analyze differences between population means using the GLM and TTEST procedures/ Assess classifier performance using the confusion matrix
  • Topic 9: Assess the validity of a given regression model through the use of diagnostic and residual analysis/ Prepare Inputs for Predictive Model Performance
  • Topic 10: Analyze the output of the REG, PLM, and GLM procedures for multiple linear regression models/ Improve the predictive power of categorical inputs
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Lars Leroy

7 days ago
I managed to pass SAS Statistical Business Analysis by spending extra time on ANOVA assumptions and post hoc reasoning, because the wording can feel subtle when you are choosing the right model statement. Practicing with messy, real datasets helped me avoid overthinking clean textbook scenarios.
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Stephanie Adams

24 days ago
Logistic regression items often ask you to interpret odds ratios, assess model fit, or choose the right coding for categorical predictors, and I struggled at first with translating coefficients into practical effect sizes. Review dummy variable coding, odds ratio interpretation, confusion matrices, ROC curves, and AIC comparisons, I passed the exam and found a short practice set from Pass4Success very useful for targeted review.
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Carlos Simon

1 month ago
I passed the A00-240 exam by drilling regression output interpretation in SAS9, especially parameter estimates and diagnostics, since the questions often hinge on reading tables correctly. Recreating the examples in SAS and explaining each result in my own words made the difference.
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Cynthia Bailey

2 months ago
Linear regression problems typically require interpreting parameter estimates and diagnostic output to decide if transformations or interactions are needed, with multicollinearity and nonlinearity being frequent traps. Spend time on residual analysis, variance inflation factors, influence measures, and the distinction between R-squared and adjusted R-squared, a colleague I coached passed after drilling these diagnostics.
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Amy Cooper

3 months ago
ANOVA questions on the exam often present an output table and ask which source of variance drives significance or whether assumptions like homogeneity of variance hold, and I found the tricky part was recognizing when to run post-hoc tests. Focus on reading ANOVA tables, degrees of freedom, mean squares, and common multiple comparison procedures, I passed the exam and thanks Pass4Success for a compact question set that helped me prepare quickly.
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Dennis Green

3 months ago
When studying for A00-240 I found interaction terms in linear regression the trickiest. Thinking through marginal effects and centering variables really helped.
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Eric Moore

3 months ago
Interestingly, the model performance section pushed me hardest because deciding between AUC, KS, and lift for imbalanced classes wasn't obvious during the test.
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John Flores

3 months ago
Also, interpreting odds ratios in logistic regression threw me off until I practiced translating them into percentage changes for realistic predictor values.
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Brenda Taylor

3 months ago
Sometimes I stumbled on questions about preparing inputs, especially how to treat rare categories and missing data when building predictive models.
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Frank Thomas

3 months ago
For categorical predictors I found reference-level coding confusing on A00-240, and practicing dummy coding examples in SAS clarified a lot for me.
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Cynthia Lee

3 months ago
One part that confused me was ANOVA-style items where they mixed fixed and random effects, so I reviewed variance components and when to use each approach.
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Tijuana

4 months ago
The hardest topic was stepwise selection pitfalls and overfitting concerns; Pass4Success practice exams drilled in how to evaluate cross-validated performance and avoid chasing noise.
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Shad

4 months ago
Dealing with nonlinearity and transformation decisions stumped me at first; Pass4Success practice helped me practice choosing the right transforms and validating with residual plots.
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Jeffrey

4 months ago
Thanks to Pass4Success for their exam prep! The practice questions on confidence intervals for regression coefficients were very similar to the actual exam.
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Shoshana

5 months ago
SAS cert in the bag! Pass4Success helped me prepare efficiently in a short time.
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King

5 months ago
Feeling relieved after passing the SAS9: Regression and Model exam with the help of Pass4Success - their practice tests mirrored the real thing perfectly.
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Lavonda

5 months ago
I passed the SAS9 exam! A tough question on logistic regression asked about the interpretation of the Hosmer-Lemeshow test. I was a bit uncertain about the goodness-of-fit, but the practice questions from Pass4Success helped me understand it better.
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Narcisa

5 months ago
I felt overwhelmed by regression models, but pass4success broke it down into manageable pieces, and that clarity carried me through—believe in your journey.
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Leatha

6 months ago
I passed the SAS Statistical Business Analysis SAS9 exam! One challenging question was about measuring model performance, specifically asking how to interpret the confusion matrix. I was unsure about the true positive rate, but Pass4Success practice questions were very helpful.
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Karl

6 months ago
I found the model comparison questions tricky, especially AIC vs BIC trade-offs in SAS9; Pass4Success practice exams showed me how to compare nested models quickly and justify the final choice.
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Mozell

6 months ago
I successfully cleared the SAS9 exam! There was a tricky question on ANOVA that asked about the assumptions of ANOVA. I was a bit confused about the normality assumption, but the practice questions from Pass4Success clarified it for me.
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Eleonora

6 months ago
How were the questions on logistic regression model fit? I'm focusing on deviance and the Hosmer-Lemeshow test.
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Kathryn

7 months ago
Pass4Success practice exams were a game-changer for me - the detailed explanations really boosted my confidence going into the SAS9: Regression and Model exam.
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Kendra

7 months ago
I passed the SAS Statistical Business Analysis SAS9 exam! One question that threw me off was about preparing inputs for predictive model performance, specifically asking about feature scaling techniques. I wasn't sure whether to use normalization or standardization, but Pass4Success practice questions were a great help.
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Howard

7 months ago
Initial nerves almost froze my motivation, but the targeted SAS9 practice on Pass4Success warmed me up, and I'm sure you can finish strong too.
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Ilene

7 months ago
My hands trembled before the test, yet Pass4Success built my understanding step by step and boosted my confidence, so keep going and trust your preparation.
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Simona

8 months ago
Aced the SAS9: Regression and Model exam thanks to Pass4Success - their practice questions covered all the key topics, so I could focus my revision effectively.
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Alaine

8 months ago
Just passed the exam! The questions on multicollinearity were tricky. Make sure you understand variance inflation factors (VIF) and their implications.
upvoted 0 times
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Berry

8 months ago
Aced the SAS9 Regression exam today. Pass4Success materials were a game-changer in my prep.
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Glendora

8 months ago
Just passed the SAS Statistical Business Analysis exam! Thanks Pass4Success for the spot-on practice questions!
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Sherly

9 months ago
The toughest part for me was interpreting interaction terms in regression output and choosing the right model diagnostics; Pass4Success practice exams trained me to spot when multicollinearity was driving the results and which plots to trust.
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Chantay

9 months ago
SAS Regression and Model exam conquered! Huge thanks to Pass4Success for the relevant practice questions.
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Bok

9 months ago
Any tips on interpreting interaction plots? I'm struggling with visualizing and explaining interaction effects in regression models.
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Ernestine

9 months ago
I was nervous at the start, but pass4success gave me structured practice and clear progress, and now I'm stepping into the exam with confidence—you've got this, future test-takers.
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Kerry

10 months ago
Successfully passed the SAS exam! Pass4Success materials were invaluable for last-minute studying.
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Peggie

10 months ago
Pass4Success really helped me understand partial F-tests. The exam had questions on comparing nested models that were similar to their practice tests.
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Francine

10 months ago
Passing the SAS Statistical Business Analysis SAS9: Regression and Model exam was a breeze with Pass4Success practice exams - they really helped me nail the time management aspect.
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Mollie

10 months ago
I just passed the SAS9 exam! A challenging question on linear regression asked about the assumptions of the linear regression model. I was a bit unsure about the homoscedasticity assumption, but the practice questions from Pass4Success helped me understand it better.
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Novella

11 months ago
Just became SAS certified! Pass4Success made all the difference in my short prep time.
upvoted 0 times
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Lauran

11 months ago
I passed the SAS Statistical Business Analysis SAS9 exam! One question that puzzled me was about logistic regression, specifically asking how to interpret the coefficients in a logistic model. I was confused about the logit function, but Pass4Success practice questions guided me through.
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Cyril

1 year ago
How detailed were the questions on model diagnostics? I'm reviewing Cook's distance and DFBETAS, hoping it's sufficient.
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Edgar

1 year ago
Just passed! Make sure you understand the differences between R-squared and adjusted R-squared. The exam tests your ability to interpret these measures.
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Dorothy

1 year ago
SAS certification in the bag! Pass4Success helped me prepare quickly and thoroughly.
upvoted 0 times
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Coletta

1 year ago
Thanks to Pass4Success, I sailed through the SAS exam. Their questions were spot on!
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Tarra

1 year ago
Any advice on handling outliers in regression models? The exam had a few questions on influential observations and leverage points.
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Tiffiny

1 year ago
Kudos to Pass4Success for their comprehensive study materials! The section on dummy variables and categorical predictors was spot on for the exam.
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Rosalind

1 year ago
Passed my SAS Statistical Business Analysis exam today! Pass4Success, you're the best!
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Teddy

1 year ago
How were the questions on polynomial regression? I'm practicing interpreting higher-order terms and their effects on the model.
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Lavelle

1 year ago
Just passed the exam! The questions on model assumptions were crucial. Make sure you understand normality, linearity, and homoscedasticity in depth.
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Lorrine

1 year ago
SAS certified! Pass4Success made exam prep efficient and effective.
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Tamesha

2 years ago
Anyone have tips for time series analysis questions? I'm focusing on autocorrelation and forecasting methods.
upvoted 0 times
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Katie

2 years ago
Excited to say I passed the SAS9 exam. There was a tricky question on measuring model performance that asked about the importance of precision and recall in a classification model. I was unsure about the trade-offs, but the practice questions from Pass4Success were very helpful.
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Micheline

2 years ago
Pass4Success really helped me grasp interaction effects in regression models. The exam had a few tricky questions on this topic.
upvoted 0 times
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Claribel

2 years ago
Couldn't have passed the SAS exam without Pass4Success. Their practice tests were key!
upvoted 0 times
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Kiera

2 years ago
How detailed were the questions on hypothesis testing? I'm reviewing t-tests and F-tests in the context of regression analysis.
upvoted 0 times
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Ammie

2 years ago
I passed the SAS Statistical Business Analysis SAS9 exam! One tough question was about ANOVA, asking how to interpret the p-value in a two-way ANOVA test. I was a bit uncertain about the interaction effects, but Pass4Success practice questions made it clearer.
upvoted 0 times
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Kiley

2 years ago
The exam had several questions on residual analysis. Make sure you can interpret residual plots and identify potential issues like heteroscedasticity.
upvoted 0 times
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Rikki

2 years ago
Aced the SAS Regression and Model exam! Pass4Success questions were incredibly similar to the real thing.
upvoted 0 times
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Renay

2 years ago
Happy to share that I passed the SAS9 exam! A challenging question on preparing inputs for predictive model performance asked about the best way to handle outliers. I wasn't sure whether to remove them or transform them, but the practice questions from Pass4Success provided great insights.
upvoted 0 times
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Tenesha

2 years ago
Struggling with multicollinearity concepts. Any advice on how to detect and address it in regression models?
upvoted 0 times
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Solange

2 years ago
I successfully passed the SAS Statistical Business Analysis SAS9 exam. One question that caught me off guard was about linear regression, specifically asking how to interpret the coefficients in a multiple regression model. I was a bit confused about the interaction terms, but Pass4Success practice questions helped me get through.
upvoted 0 times
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Pamella

2 years ago
Thanks to Pass4Success for their exam prep materials! The practice questions on model selection techniques really helped me understand stepwise, forward, and backward selection methods.
upvoted 0 times
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Bobbye

2 years ago
SAS certification achieved! Pass4Success materials were a lifesaver for quick study.
upvoted 0 times
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Barbra

2 years ago
Thrilled to announce that I passed the SAS9 exam! There was a question on logistic regression that asked about the interpretation of odds ratios. I wasn't entirely confident about the log-odds transformation, but the practice questions from Pass4Success were a lifesaver.
upvoted 0 times
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Mila

2 years ago
Congrats on passing! How were the questions on ANOVA? I'm reviewing sum of squares and degrees of freedom, hoping it's enough.
upvoted 0 times
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Veronique

2 years ago
I passed the SAS Statistical Business Analysis SAS9 exam with flying colors. One challenging question was about measuring model performance, specifically asking how to interpret the ROC curve. I was confused about the area under the curve (AUC) but managed to figure it out with the help of Pass4Success practice materials.
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Kimbery

2 years ago
Preparing for the exam now. Any tips on logistic regression? I'm struggling with odds ratios and their interpretation.
upvoted 0 times
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Robt

2 years ago
Whew, that SAS exam was tough! Grateful for Pass4Success helping me prep in record time.
upvoted 0 times
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Farrah

2 years ago
Just cleared the SAS9 exam! There was a tricky question on ANOVA that asked about interpreting the F-statistic in a one-way ANOVA test. I was a bit unsure about the critical value comparison, but the practice questions from Pass4Success really helped me understand the concept better.
upvoted 0 times
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Becky

2 years ago
Just passed the SAS Statistical Business Analysis exam! The questions on multiple linear regression were challenging. Make sure you understand how to interpret coefficient estimates and their significance.
upvoted 0 times
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Glen

2 years ago
I recently passed the SAS Statistical Business Analysis SAS9 exam, and it was quite the journey. One question that stumped me was about how to prepare inputs for predictive model performance. It asked about the best practices for handling missing values in a dataset. I wasn't entirely sure if I should use mean imputation or some other method, but thanks to Pass4Success practice questions, I managed to get through.
upvoted 0 times
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Shaun

2 years ago
Just passed the SAS Statistical Business Analysis exam! Thanks Pass4Success for the spot-on practice questions.
upvoted 0 times
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Linn

2 years ago
Thanks to Pass4Success practice questions, I was able to pass the SAS Statistical Business Analysis SAS9: Regression and Model exam. The exam included topics on preparing input data for a model and conducting ANOVA post hoc tests. One question that I found tricky was about identifying potential challenges when preparing input data for a model and how to address them effectively.
upvoted 0 times
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Vilma

2 years ago
My exam experience was successful as I passed the SAS Statistical Business Analysis SAS9: Regression and Model exam. With the assistance of Pass4Success practice questions, I was able to navigate through topics like model selection and validation using training and validation data. One question that challenged me was about performing ANOVA post hoc tests to evaluate treatment effects and determining the significance of the results.
upvoted 0 times
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Hubert

2 years ago
Just passed the SAS Statistical Business Analysis exam! One tricky area was interpreting ANOVA output for multiple regression models. Make sure you can explain F-statistics and p-values. Thanks to Pass4Success for the spot-on practice questions that helped me prepare efficiently!
upvoted 0 times
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Kathrine

2 years ago
I passed the SAS Statistical Business Analysis SAS9: Regression and Model exam with the help of Pass4Success practice questions. The exam covered topics such as preparing input data for a model and analyzing interactions between factors. One question that stood out to me was related to detecting interactions between factors and how to interpret them in a regression model.
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Free SAS A00-240 Exam Actual Questions

Note: Premium Questions for A00-240 were last updated On Jul. 26, 2026 (see below)

Question #1

Refer to the REG procedure output:

Click on the calculator button to display a calculator if needed.

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Correct Answer: A

Question #2

A linear model has the following characteristics:

* A dependent variable (y)

* One continuous variable (x1)

* One categorical (1 with 3 levels) predictor variable and an interaction term (1 by x1)

How many parameters, including the intercept, will be estimated for this model?

Enter your numeric answer in the space below.

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Correct Answer: A

Question #3

Which SAS program will divide the original data set into 60% training and 40% validation data sets, stratified by county?

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Correct Answer: C

Question #4

Customers were surveyed to assess their intent to purchase a product. An analyst divided the customers into groups defined by the company's pre-assigned market segments and tested for difference in the customers' average intent to purchase. The following is the output from the GLM procedure:

What percentage of customers' intent to purchase is explained by market segment?

Click the calculator button to display a calculator if needed.

Reveal Solution Hide Solution
Correct Answer: D

Question #5

Refer to the confusion matrix:

Calculate the sensitivity. (0 - negative outcome, 1 - positive outcome)

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Correct Answer: A

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