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Ch. 1 - Introduction to Statistics
Larson - Elementary Statistics: Picturing the World 8th Edition
Larson8th EditionElementary Statistics: Picturing the WorldISBN: 9780137493470당신이 사용하는 게 아니라요?교과서 변경
모든 교과서Larson 8th EditionCh. 1 - Introduction to Statistics문제 1.r.19
1장, 문제 1.r.19

Determine whether the study is an observational study or an experiment. Explain.
Researchers conduct a study to determine whether a medication based on fish oil known as omega-3 carboxylic acids is effective in reducing the risk of cardiac events in people already at risk. In the study, 13,078 patients are randomly chosen to receive either omega-3 carboxylic acids or a placebo of corn oil daily. Researchers compare the number of cardiac events of the two groups over similar follow-up periods of time. (Source: American Heart Association)

검증된 단계별 안내
1
Step 1: Understand the difference between an observational study and an experiment. An observational study involves observing and measuring variables without manipulating them, while an experiment involves actively assigning treatments to subjects to observe the effects of those treatments.
Step 2: Identify the key elements of the study described in the problem. In this case, researchers randomly assign 13,078 patients to one of two groups: one group receives omega-3 carboxylic acids, and the other group receives a placebo (corn oil).
Step 3: Note that the researchers are actively manipulating the treatment by assigning patients to receive either the medication or the placebo. This is a hallmark of an experimental study.
Step 4: Observe that the researchers are comparing the outcomes (number of cardiac events) between the two groups over similar follow-up periods. This comparison is used to determine the effect of the treatment.
Step 5: Conclude that this study is an experiment because the researchers are actively assigning treatments (omega-3 carboxylic acids or placebo) to the participants and observing the outcomes to determine the effect of the treatment.

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주요 개념

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Observational Study vs. Experiment

An observational study involves observing subjects without manipulating any variables, while an experiment involves the active intervention by researchers to test a hypothesis. In an experiment, participants are typically assigned to different groups to receive treatments or interventions, allowing for causal inferences.
추천 영상:
가이드 코스
04:39
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Random Assignment

Random assignment is a technique used in experiments to allocate participants to different treatment groups randomly. This process helps ensure that each group is similar at the start of the study, minimizing biases and allowing researchers to attribute differences in outcomes directly to the treatment being tested.
추천 영상:
가이드 코스
07:09
Intro to Random Variables & Probability Distributions

Control Group

A control group is a baseline group in an experiment that does not receive the treatment being tested, allowing researchers to compare outcomes against those who do receive the treatment. In this study, the placebo group receiving corn oil serves as the control group, helping to assess the effectiveness of the omega-3 carboxylic acids.
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05:26
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You want to know the favorite spring break destination among 15,000 students at a university. Determine whether you would take a census or use a sampling. If you would use a sampling, determine which sampling technique you would use. Explain your reasoning.

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Identify the sampling technique used, and discuss potential sources of bias (if any). Explain.

A student asks 18 friends to participate in a psychology experiment.

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200 students volunteer for an experiment to test the effects of sleep deprivation on memory recall. The students will be placed in one of five different treatment groups, including the control group.

Explain how you could design an experiment so that it uses a completely randomized design.

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Identify the sampling technique used, and discuss potential sources of bias (if any). Explain.

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"Researchers in Japan tested the effect of cannabidiol (CBD) in treating late teenagers with social anxiety disorder (SAD). Thirty-seven 18- to 19-year-old teenagers with SAD took part in the study. The patients were assigned at random to receive a daily dose of either CBD or a placebo for 4 weeks. Symptoms were measured using The Fear of Negative Evaluation Questionnaire and the Liebowitz Social Anxiety Scale at the beginning and end of the treatment. (Source: Frontiers in Psychology)

How could blocking be used in designing this experiment?"

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200 students volunteer for an experiment to test the effects of sleep deprivation on memory recall. The students will be placed in one of five different treatment groups, including the control group.

Explain how you could design an experiment so that it uses a randomized block design.

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