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Experimental Design and Data Analysis in Statistics Quiz

#1

What is the purpose of blinding in a clinical trial?

To prevent bias in the assessment of outcomes
Explanation

Prevents outcome assessment bias

#2

Which of the following is NOT a measure of central tendency?

Variance
Explanation

Not a measure of central tendency

#3

Which of the following is a measure of the spread or dispersion of data?

Standard deviation
Explanation

Measure of data spread or dispersion

#4

What is the purpose of a control group in an experiment?

To provide a baseline for comparison to the experimental group
Explanation

Provides baseline for comparison

#5

Which of the following is NOT a requirement for conducting a valid experiment?

Matching
Explanation

Not a requirement for valid experiment

#6

What is the purpose of randomization in experimental design?

To minimize the effects of confounding variables
Explanation

Minimizes confounding variables

#7

Which statistical test is appropriate for comparing the means of two independent groups?

Independent samples t-test
Explanation

Compares means of independent groups

#8

In a normal distribution, what percentage of the data falls within one standard deviation of the mean?

68%
Explanation

68% of data within one standard deviation

#9

What is the purpose of a pilot study in research?

To test the feasibility of the research design and procedures
Explanation

Tests feasibility of research design

#10

Which statistical test is appropriate for determining the association between two categorical variables?

Chi-square test
Explanation

Determines association between categorical variables

#11

What does the p-value in hypothesis testing represent?

The probability of obtaining the observed results if the null hypothesis is true
Explanation

Probability of observed results under null hypothesis

#12

Which of the following best describes a factorial design in experimental research?

A design where multiple independent variables are manipulated simultaneously
Explanation

Multiple independent variables manipulated

#13

What is the formula for calculating the coefficient of determination (R-squared) in linear regression?

1 - (SSE / SST)
Explanation

Formula for R-squared in linear regression

#14

What is the purpose of a crossover design in clinical trials?

To minimize carryover effects from one treatment period to another
Explanation

Minimizes carryover effects

#15

What is the primary purpose of an intention-to-treat analysis in clinical trials?

To account for all randomized participants, regardless of their adherence to the assigned treatment
Explanation

Accounts for all randomized participants

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